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831 | Computer 56
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Hyperpolarized dehydroascorbate reveals ascorbate-mediated oxidative stress increases flux through the pentose phosphate pathway in cancer |
Nathaniel Kim1, Marjan Berishaj1, Elisa de Stanchina2, Manish Shah3, Lewis Cantley4, and Kayvan Keshari1 | ||
1Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 2Antitumor Assessment Core Facility, Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 3Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, United States, 4Meyer Cancer Center, Department of Medicine, Weill Cornell Medical College, New York, NY, United States |
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HP DHA was demonstrated as an imaging agent for probing the biochemical response to ascorbate therapy in patient derived xenograft (PDX) models of cancer. Changes in DHA/ascorbate metabolism were observed in PDX tumors after prolonged treatment, mirroring the observed treatment response to high dose ascorbate. Metabolomic studies showed that high dose ascorbate therapy induced oxidative stress, leading to increased flux through the pentose phosphate pathway (PPP). DNA damage repair mutants exhibit lower baseline flux through the PPP and are more sensitized to ascorbate induced ROS. These results demonstrate a new method for assessing oxidative stress in vivo using HP DHA. |
832 | Computer 57
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Comparison of MR spectroscopy cut-off parameters in differential diagnosis between glioma recurrence and radionecrosis |
Dita Pajuelo1, Alberto Malucelli2, Monika Dezortová1, Antonín Škoch1, Robert Bartoš2, Martin Sameš2, and Milan Hájek1 | ||
1MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic, 2Department of Neurosurgery, JE Purkyne University and Masaryk Hospital, Ústí nad Labem, Czech Republic |
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Differential diagnosis between brain tumor recurrence and radionecrosis is still problematic. MR Spectroscopy Imaging (MRSI) is useful in differentiating between these two histologically and radiologically distinct entities. Six methods with different combination of metabolic parameters were used to compare 37 lesions examined by 2D/3D MRSI. The lesional and contralateral comparison of choline-containing compounds and lactate using long echo time achieved the highest sensitivity and specificity. Choline to creatine ratio showed low specificity. The distinction of regressive recurrence as a separate entity is helpful in the effort to discern the complexity of events leading to new enhancing lesions in neurooncologic patients. |
833 | Computer 58
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The lipid signal in cervical cancer: a 1H MRS pilot study |
Rossella Canese1, Miriam Dolciami2, Claudia Testa3, and Lucia Manganaro2 | ||
1Core Facilities, Istituto Superiore di Sanita', Rome, Italy, 2Department of Radiological, Oncological and Pathological Sciences, Policlinico Umberto I Sapienza University of Rome, Rome, Italy, 3Department of Physics and Astronomy, University of Bologna, Bologna, Italy, Rome, Italy |
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Cervical cancer (CC) is the fourth most common malignancy and cancer-related mortality cause in women worldwide. A significant portion of these patients are diagnosed as locally advanced cervical cancer (LACC), thus requiring combined therapies. We investigate the role of the lipid signal derived from 1H magnetic resonance (MR)-spectroscopy in assessing response to neoadjuvant chemotherapy of LACC. |
834 | Computer 59
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Assessment of Lipid Biosynthesis and Turnover in Renal Cell Carcinoma Cells and Tissues Using NMR-Resolved Stable Isotope Experiments |
Daniel Robert Crooks1, Ye Yang2, Andrew Lane3, Teresa Fan3, Jeffrey Brender4, Murali C Krishna4, and W. Marston Linehan1 | ||
1Urologic Oncology Branch, National Cancer Institute, Bethesda, MD, United States, 2National Cancer Institute, Bethesda, MD, United States, 3Center for Environmental Systems Biochemistry, University of Kentucky, Lexington, KY, United States, 4Radiation Biology Branch, National Cancer Institute, Bethesda, MD, United States |
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NMR-based analyses of lipids can shed insight into the global complement of cellular lipids, and elucidate the fuel sources and pathways contributing to lipid biosynthesis in cells grown in the presence of 13C-labeled fuels. We utilized 1H-13C HSQC NMR analysis of cellular lipids derived from FH- and mtDNA deficient UOK271 cells and observed robust reductive carboxylation of glutamine that resulted in formation and incorporation of 13C-glutamine-derived acetyl groups into lipid chains. |
835 | Computer 60
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Usage of Dissolution DNP Magnetic Resonance Spectroscopy Depicts Efficacy of Chemotherapeutic and Radiotherapeutic Anticancer Interferences |
Abdelazim Elsayed Elhelaly1,2, Fuminori Hyodo1, Norikazu Koyasu3, Hiroyuki Tomita4, Masaharu Murata5, Yoshifumi Noda3, Hiroki Kato3, and Masayuki Matsuo3 | ||
1Department of Radiology, Frontier Science for Imaging, Gifu University, Gifu, Japan, 2Department of Food Hygiene and Control, Faculty of Veterinary Medicine, Suez Canal University, Ismailia, Egypt, 3Department of Radiology, Gifu University, Gifu, Japan, 4Department of Tumor Pathology, Gifu University, Gifu, Japan, 5Innovation Center for Medical Redox Navigation, Kyushu University, Kyushu, Japan |
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DNP highly improves the sensitivity of magnetic resonance spectroscopy allowing for greater insight into in vivo metabolic activity. We used our dissolution 13C DNP system to monitor the Warburg effect in MIA PaCa human pancreatic carcinoma model mice subjected to radiotherapy or chemotherapy. In vivo production of 13C lactate in tumors showed a significant reduction after radiation therapy. Mice subjected to anticancer drugs also showed a significant reduction in the relative production of 13C lactate at an early stage of the treatment course before any anatomical changes in the structure or size of the tumors were detectable by MRI images. |
836 | Computer 61
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IVIM MRI and PET in Locally Advanced Cervical Carcinoma undergoing Concurrent Chemoradiation Therapy |
Dante Capaldi1, Jen-Yeu Wang2, Vipul Sheth2, Elizabeth Kidd2, and Dimitre Hristov2 | ||
1University of California, San Francisco, San Francisco, CA, United States, 2Stanford University, Stanford, CA, United States |
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IVIM MRI provides measurements of diffusion and perfusion, which has been shown to be predictive of prognosis, responsive to chemoradiotherapy, and correlated with DCE MRI in cervical cancer. We hypothesized that IVIM in cervical cancer patients would be sensitive to CCRT, and hence our objective was to first investigate changes in IVIM in cervical cancer patients undergoing adjuvant CCRT and evaluate the relationship between these metrics with changes in tumor volume and PET. Preliminary results show that IVIM measurements are related to both PET and changes in overall tumor volume and may reflect changes in the tumor microenvironment during treatment. |
837 | Computer 62
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68Ga-PSMA and 68Ga-DOTA-RM2 PET/MRI in staging of high-risk prostate cancer patients: Preliminary analysis on 13 patients |
Paola Scifo1, Paola Mapelli1,2, Samuele Ghezzo2, Ana Maria Samanes Gajate1, Erik Preza1, Giorgio Brembilla2,3, Vito Cucchiara2,4, Naghia Ahmed5, Carolina Bezzi1,2, Annarita Savi1, Ilaria Neri1, Ettore Di Gaeta3, Luigi Gianolli1, Massimo Freschi5, Alberto Briganti2,4, Francesco De Cobelli2,3, and Maria Picchio1,2 | ||
1Department of Nuclear Medicine, IRCCS San Raffaele Scientific Institute, Milan, Italy, 2Vita-Salute San Raffaele University, Milan, Italy, 3Department of Radiology, IRCCS San Raffaele Scientific Institute, Milan, Italy, 4Department of Urology and Division of Experimental Oncology, URI, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy, 5Department of Pathology IRCCS San Raffaele Scientific Institute, Milan, Italy |
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The use of PET/MRI scanners is an innovative approach to stage prostate cancer (PCa) and the combined use of both 68Ga-PSMA and 68Ga-DOTA-RM2 radiotracers can improve disease staging by providing different metabolic aspects of the tumour. In the present study, 13 patients with high-risk PCa undergoing 68Ga-PSMA and 68Ga-DOTA-RM2 PET/MRI before radical prostatectomy have been included, with availability of histology as gold standard to validate intraprostatic findings and local extension. Our results suggest that the use of PET/MRI with a dual tracer approach can improve PCa staging, by providing complementary information ameliorating disease characterization. |
838 | Computer 63
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Imaging response to radio-chemotherapy in glioblastoma tumor models using deuterium metabolic imaging |
Friederike Hesse1, Alan Wright1, Vencel Somai1,2, Flaviu Bulat1,3, and Kevin Brindle1,4 | ||
1CRUK CI, University of Cambridge, Cambridge, United Kingdom, 2Department of Radiology, University of Cambridge, Cambridge, United Kingdom, 3Department of Chemistry, University of Cambridge, Cambridge, United Kingdom, 4Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom |
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Metabolic imaging of brain tumor responses to radio-chemotherapy can give an early indication of treatment outcome. We show here that Deuterium Metabolic Imaging (DMI) with 2H-labeled fumarate is more sensitive than diffusion weighted 1H imaging (DWI) in detecting early evidence of cell death following radio-chemotherapy in orthotopically implanted patient-derived glioblastoma xenografts. 2H spectra were acquired from tumors with a time resolution of 5min, following an injection of 2H-labelled fumarate. Within 48h after the last chemo-radiotherapy treatment (CRT) the rate of tumor malate production from labelled fumarate increased significantly, whereas changes in ADC values were only detectable 7 days post treatment. |
839 | Computer 64
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MR Molecular Imaging of EDB-Fibronectin for Non-Invasive Monitoring of miR-200c Therapy in Pancreatic Cancer |
Victoria Laney1, Ryan Hall 1, Grace Yeung1, Victoria Laney1, Suneel Apte 2, and Zheng-Rong Lu3 | ||
1Case Western Reserve University, CLEVELAND, OH, United States, 2Cleveland Clinic Foundation, CLEVELAND, OH, United States, 3Case Western Reserve University, Cleveland, OH, United States |
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PDAC is a highly aggressive malignant cancer and the 3rd leading cause of cancer related deaths in the US. Currently, treatment options for patients are limited due to late detection of the tumors and lack of effective therapies. The aggressive nature of PDAC is in part due to the desmoplastic tumor microenvironment. MiR-200c regulates epithelial-to-mesenchymal transition and extracellular remodeling for effective treatment of aggressive tumors. In this study, we investigate the effectiveness of MR molecular imaging of extradomain-B fibronectin, an extracellular matrix oncoprotein associated with EMT, for non-invasive monitoring of PDAC tumor response to miR-200c therapy in a mouse model. |
840 | Computer 65
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MRSI-detected pattern in glioblastoma patients one month after concomitant chemoradiotherapy |
Gulnur Semahat Ungan1,2, Albert Pons Escoda3, Daniel Ulinic2, Carles Arús1,2, Alfredo Vellido4, Carles Majós1,3, and Margarida Julià-Sapé1,2 | ||
1Centro de Investigación Biomédica en Red, Barcelona, Spain, 2Universitat Autònoma de Barcelona, Barcelona, Spain, 3Institut d'Investigació Biomèdica de Bellvitge (Idibell), Hospital Universitari de Bellvitge, Barcelona, Spain, 4IDEAI-UPC research center, UPC BarcelonaTech, Barcelona, Spain |
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A blind source separation method (cNMF) was used to extract characteristic metabolic patterns from PRESS MRSI 3T acquired from areas of contrast enhancement in a retrospective set of 31 glioblastoma patients, one month after the end of concomitant chemoradiotherapy with temozolomide. The aim was to evaluate whether these patterns were predictive of true progression or pseudoprogression. They were used as input for supervised classifiers, achieving a maximum of 81% balanced accuracy. A moderate association between extracted patterns and outcome was detected by Cramer’s V. Spatial source distribution with nosologic maps points to MRSI-detected metabolic heterogeneity as cause for classifiers’ performance. |
933 | Computer 53
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Changes in cortical blood flow >1 year after radiation for glioma using arterial spin labelling MRI |
Magdalena Sokolska1, Meetakshi Gupta2, Björn Eiben3, Julia Markus4, Harpreet Hyare4, and Michael Kosmin2 | ||
1Medical Physics and Biomedical Engineering, University College London Hospitals, London, United Kingdom, 2Radiotheraphy, University College London Hospitals, London, United Kingdom, 3Department of Medical Physics and Biomedical Engineerin, University College London, London, United Kingdom, 4Imaging, University College London Hospitals, London, United Kingdom |
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This work proposes a framework for monitoring brain perfusion after radiotherapy treatment of glioma in relation to the radiotherapy dose. |
934 | Computer 54
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Prediction of prognosis of nasopharyngeal carcinoma after neoadjuvant chemotherapy based on radiomics and multimodal machine learning |
Chunmiao Hu1, Zhijian Hu2, Li Chen3, DeChun Zheng4, Yunbin Chen4, Xisheng Cao4, and Tao Lu4 | ||
1Radiology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China, 2School of Public Health, School of Public Health, Fujian Medical University, Fuzhou Fujian 350122, China, Fuzhou Fujian, China, 3School of Arts and Sciences, School of Arts and Sciences, Fujian Medical University, Fuzhou Fujian 350122, China, Fuzhou Fujian, China, 4Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China |
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This study is the first to adopt post-NACT MR radiomics to predict the recurrence of locally advanced NPC (stages III and IVa). |
935 | Computer 55
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Peri-tumoural spatial distribution of lipid composition and tubule formation in breast cancer |
Sai Man Cheung1, Kwok-Shing Chan1,2, Nicholas Senn1, Ehab Husain3, Yazan Masannat4, Steven D Heys1, and Jiabao He1 | ||
1Institute of Medical Sciences, University of Aberdeen, Aberdeen, United Kingdom, 2Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands, 3Pathology Department, Aberdeen Royal Infirmary, Aberdeen, United Kingdom, 4Breast Unit, Aberdeen Royal Infirmary, Aberdeen, United Kingdom |
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The spatial distribution of lipid composition in breast has a major role in breast cancer prevention, with deregulation of lipid metabolism identified in BRCA1/2 genetic mutation carriers. Neoplastic tubule formation, a key component of grading score, is directly associated with cellularity, with significant implications on prognosis. Lipid composition measurement through biochemical extraction is invasive, while conventional spectroscopic imaging demands long acquisition time. Novel chemical shift-encoded imaging (CSEI) allows lipid composition mapping of the whole breast in a clinically acceptable timeframe. We set out to examine the relationship between peri-tumoural lipid composition and tubule formation using CSEI in breast tumours. |
936 | Computer 56
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Elevated magnetic resonance imaging measures of adipose tissue deposition in women with breast cancer treatment-related lymphedema |
Rachelle Crescenzi1,2,3, Paula Donahue4, Maria Garza5, Chelsea A Lee6, Niral J Patel6, Victoria Gonzalez7, Sky Jones5, and Manus J Donahue5,8 | ||
1Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, United States, 2Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN, United States, 3Department of Biomedical Engineering, Vanderbilt University Medical Center, Nashville, TN, United States, 4Department of Physical Medicine and Rehabilitation, Vanderbilt University Medical Center, Nashville, TN, United States, 5Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, United States, 6Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States, 7School of Medicine, The City College of New York, New York, NY, United States, 8Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, United States |
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The overall goal of this work is to apply Dixon fat-water MRI to test fundamental hypotheses regarding the role of elevated adiposity in breast cancer treatment-related lymphedema (BCRL) condition severity. BCRL is a common co-morbidity of breast cancer therapies, yet factors that contribute to BCRL progression remain incompletely characterized. We observed that adiposity quantified by MRI is elevated in the affected upper extremity and torso of women with BCRL and increases with condition severity. As such, Dixon MRI may provide a surrogate marker of BCRL onset and may help to inform the varied course of lymphedema progression. |
937 | Computer 57
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Magnetic Resonance Elastography As a Marker for Prediction of Hepatocellular Carcinoma in Patients with HBV-Related Decompensated Cirrhosis |
Haimei Chen1, Jie Zhu1, Mengsi Li1, Li Lin1, Ziying Yin2, Jun Chen2, Meng Yin2, Richard L. Ehman2, and Jin Wang1 | ||
1Department of Radiology, The Third Affiliated Hospital, Sun Yat-Sen University (SYSU), No. 600, Tianhe Road, Guangzhou, Guangdong 510630, People’s Republic of China, Guangzhou, China, 2Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, Rochester. MN. USA, Rochester, MN, United States |
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Hepatitis B virus (HBV)-related decompensated cirrhosis is well-known risk factor for developing hepatocellular carcinoma (HCC). Therefore, it is critical to assess the risk of developing HCC in these patients. Magnetic resonance elastography (MRE) has promise in predicting future events in many chronic liver diseases, but its prognostic role in predicting HCC development of HBV-related decompensated cirrhosis remains unclear. In our study, we evaluated the performance of baseline liver stiffness measurement (LSM) by MRE in predicting HCC development in patients with HBV-related decompensated cirrhosis. Our results showed that MRE-based LSM was associated with HCC development and is independently predictive of HCC development in patients with HBV-related decompensated cirrhosis. |
938 | Computer 58
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DTI quantitative parameter texture features for differentiating solid pseudopapillary neoplasm from pancreatic neuroendocrine tumors |
Yi Wang1, Xinqi Wang2, Lu Wang2, Lizhi Xie3, Qinhe Zhang4, and Ailian Liu4 | ||
1Department of Radiology, Dalian Friendship Hospital, Dalian, China, 2School of Medical Imaging, Dalian Medical University, Dalian, China, 3GE Healthcare, MR Research China, Beijing, China, 4Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian, China |
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This work aimed for diffusion tensor imaging (DTI) quantitative parameter texture features based strategy to identify solid pseudopapillary neoplasm(SPN)and pancreatic neuroendocrine tumors(PNET),which may represent a diagnostic challenge due to many overlapping MRI features. The results showed that Large Area Emphasis (AUC: 0.737, sensitivity: 64.7%, specificity: 80%on FA signal intensity) was the optimal strategy to identify SPN and PNET. |
939 | Computer 59
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Predictive value of T1 mapping in cervical cancer recurrence after treatment |
Jie Liu1, Shujian Li1, Qinchen Cao1, Marcel Dominik Nickel2, Jingliang Cheng1, and Jinxia Zhu3 | ||
1the First Affiliated Hospital of Zhengzhou University, Zheng zhou, China, 2MR Application Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany, 3MR Collaboration, Siemens Healthineers Ltd., Beijing, China |
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We investigated the feasibility of T1-mapping to predict cervical cancer (CC) recurrence after treatment. Our results show that quantitative T1 values of the primary tumor could effectively predict the CC recurrence after surgery or concurrent chemoradiotherapy (CCRT). These findings suggest that the T1-mapping method could be valuable for evaluating CC recurrence after treatment, and native T1 values of the primary tumor could predict cervical cancer recurrence. |
940 | Computer 60
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Evaluation of Multiparametric Magnetic Resonance Imaging to assist Adaptive Radiotherapy in Prostate Cancer – an interim report |
Angela Turnbull1, N. Jane Taylor2, Amish Lakhani2, William McGuire2, Rachael Bowie2, Roberto Alonzi3, and Alan Mcwilliam4 | ||
1Radiotherapy Physics, Mount Vernon Cancer Centre, Northwood, United Kingdom, 2Paul Strickland Scanner Centre, Mount Vernon Cancer Centre, Northwood, United Kingdom, 3Mount Vernon Cancer Centre, Northwood, United Kingdom, 4The Christie NHS Foundation Trust and Division of Cancer Services and University of Manchester, Manchester, United Kingdom |
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Initial results of a prostate cancer study investigating whether multiparametric MRI (MP-MRI), involving diffusion-weighted (DW) and dynamic contrast-enhanced (DCE) MRI, can predict or assess tumour response to radiotherapy (RT) and potentially support adaptive radiotherapy for high-risk patients. Adaptive radiotherapy is a treatment technique utilised to minimise radiation related toxicity. For some cancers it is possible to adapt radiotherapy according to physical changes that occur during treatment. This is not appropriate for prostate cancer treatment since observable changes are generally due to rectal movement, however it may be possible to use multiparametric MRI (MP-MRI) to measure treatment response. |
941 | Computer 61
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Preliminary study of amide proton transfer-weighted with intravoxel incoherent motion imaging in predicting bone metastasis of prostate cancer |
Wenjun Hu1, Lihua Chen 1, Liangjie Lin2, Xu Dai2, Jiazheng Wang 2, and Ailian Liu1 | ||
1Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian, China, 2Philips Healthcare, Beijing, China |
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Bone metastasis is an important issue in the management of prostate cancer, and can drastically alter the treatment strategy. PET/CT has been widely used in the diagnosis of bone metastasis; however, the high cost and radiation exposure limit its extensive clinical applications. APT-weighted imaging and IVIM, recent developed function-oriented MRI sequences, allow for a non-invasive visualization of tissue composition and microscopic information without the need for contrast agents. Results of this study indicate the APT value and IVIM parameters can effectively predict bone metastases in prostate cancer. A combination of APT and D* mono can further improve the prediction performance. |
942 | Computer 62
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Intravoxel incoherent motion improves diffusion-weighted imaging in detection of response towards neoadjuvant chemotherapy in breast cancer |
Sai Man Cheung1, Wing Shan Wu1, Nicholas Senn1, Ravi Sharma2, Trevor McGoldrick2, Tanja Gagliardi1,3, Ehab Husain4, Yazan Masannat5, and Jiabao He1 | ||
1Institute of Medical Sciences, University of Aberdeen, Aberdeen, United Kingdom, 2Oncology Department, Aberdeen Royal Infirmary, Aberdeen, United Kingdom, 3Radiology Department, Royal Marsden Hospital, London, United Kingdom, 4Pathology Department, Aberdeen Royal Infirmary, Aberdeen, United Kingdom, 5Breast Unit, Aberdeen Royal Infirmary, Aberdeen, United Kingdom |
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Breast cancer is a major and expanding health challenge, and neoadjuvant chemotherapy (NACT) is increasingly prescribed to facilitate breast surgery in advanced breast cancer with an ongoing demand for improved imaging methods accurately reflecting disease load. Tissue perfusion, a sensitive marker of cancer metabolism, can be derived from intravoxel incoherent motion (IVIM) model, and recent Bayesian algorithm yields improved sensitivity and precision in breast cancer by us and pancreatic cancer. We therefore hypothesise that IVIM model powered by Bayesian algorithm is able to detect early treatment-induced changes in tumour perfusion and diffusion, with the potential to impact patient care pathway. |
943 | Computer 63
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Short- and long-term changes of ADC and rF% in patients with bone metastases from breast cancer |
Alberto Colombo1, Eleonora Giardini2, Paul Eugene Summers1, Paola Pricolo1, Fabio Zugni1, Maddalena Belmonte1, and Giuseppe Petralia3,4 | ||
1Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy, 2Degree course in Medical radiology, imaging and radiotherapy techniques, University of Milan, Milan, Italy, 3Precision Imaging and Research Unit, Department of Medical Imaging and Radiation Sciences, IEO European Institute of Oncology IRCCS, Milan, Italy, 4Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy |
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Evaluating short and long-term apparent diffusion coefficient (ADC) and relative fat fraction (rF%) changes could provide a better understanding of therapy response of bone metastases from breast cancer. Baseline ADC and rF% values computed from whole-body MRI, were compared with those measured at 12 and 36 week evaluations after treatment start. ADC and rF% significantly increased in responders at 12-weeks. At 36-weeks, ADC values range broadened, while rF% further increased. Short-term ADC and rF% changes are consistent with previous reports. Long-term changes highlight two patterns of response in which either high diffusion or fat repopulation prevail. |
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Resting-state functional connectivity differences in preterm and term born children at school age |
Hyejin Jeong1, Hye Jung Cho2, So-Yeon Shim3, and Chan-A Park4 | ||
1Neuroscience Convergence Center, Institute of Green Manufacturing Technology, Korea University, Seoul, Korea, Republic of, 2Department of Pediatrics, Gachon University Gil Medical Center, Incheon, Korea, Republic of, 3Ewha Womans University, Seoul, Korea, Republic of, 4Biomedical Engineering Research Center, Gachon University, Seoul, Korea, Republic of |
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Children born preterm are at a significant risk of neurodevelopmental impairment. Alterations of functional connectivity in higher-order association cortices after preterm birth might reflect cognitive or behavior problems in school-aged children born preterm. Our results will help understanding the pathophysiology of cognitive and behavior development in children born preterm without apparent brain injury or major neurodevelopmental impairment. |
1233 | Computer 29
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Dynamic resting state connectivity of the default mode, salience and central executive networks in adolescents with concussion |
Rachelle A. Ho1, Saurabh B Shaw2, Nicholas A Bock1, Carol DeMatteo3, Michael D Noseworthy4, and Geoffrey Hall1 | ||
1Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada, 2Department of Psychiatry, Western University, London, ON, Canada, 3School of Rehabilitation Science, McMaster University, Hamilton, ON, Canada, 4Department of Electrical & Computer Engineering, McMaster University, Hamilton, ON, Canada |
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Our study evaluated the dynamic functional connectivity of adolescents with concussion in comparison to healthy controls using (1) sliding window ROI-to-ROI and (2) sliding window graph theory analyses. Adolescents with concussion exhibited higher between-network connectivity between the salience network and central executive network, but reduced between-network connectivity between the default mode network to both the salience and executive networks. This suggests lower default mode network integration and engagement during rest following concussion in adolescents. |
1234 | Computer 30
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Individualised assessment of regional brain volumes in neonates with Down syndrome reveals extreme deviation in white matter and cerebellum. |
Abi Fukami - Gartner1,2, Ana A. Baburamani1, Ralica Dimitrova1,3, Prachi A. Patkee1, Olatz Ojinaga - Alfageme1,4, Alexandra F. Bonthrone1, Alena Uus1,5, Emer Hughes1, Maria Deprez1,5, Serena J. Counsell1, Joseph V. Hajnal1,5, A. David Edwards1,2, Jonathan O’Muircheartaigh1,2, and Mary A. Rutherford1,2 | ||
1Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 2MRC Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom, 3Department of Forensic and Neurodevelopmental Science, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom, 4Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom, 5Biomedical Engineering Department, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom |
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There are relatively few early neuroimaging studies of Down syndrome (DS), despite being the most common genetic cause of intellectual disability, with characteristics present from birth. The aim of this study was to conduct a group-level analysis of volumetric differences across multiple brain regions in neonates with DS (n = 20) using individual z-scores extracted from robust normative modelling of typically developing neonatal controls (TDC; n = 493). In addition to well-documented cerebellar hypoplasia, here we have identified that neonates with DS have markedly reduced volumes in the cingulate, frontal, insular and occipital WM segments compared to TDC. |
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IVIM Diffusion-Weighted MRI in Detecting Graft Function with Complications Immediately After Kidney Transplantations |
JyhWen Chai1,2, Yung-Chien Chang1,3, Kuan-Jung Pan4, Mu-Chih Chung5, Hsian-Min Chen4, and Feng-Mao Chiu6 | ||
1Department of Radiology, Taichung Veterans General Hospital, Taichung, Taiwan, 2College of Medicine, National Chung Hsin University, Taichung, Taiwan, 3Department of Electrical Engineering, National Chung Hsin University, Taichung, Taiwan, 4Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan, 5Section of Nephrology, Taichung Veterans General Hospital, Taichung, Taiwan, 6Department of Biomedical Engineering, National Yang Ming University, Taipei, Taiwan |
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Delayed graft function (DGF) is a form of acute renal failure that results in post-transplantation oliguria, with various frequencies from 2% to 50%. Heretofore, there was a lack of imaging biomarkers to interpolate the DGF. The tri-exponential intravoxel incoherent motion (IVIM) model, providing three distinct signal fractions of a pure diffusion, an intermediate and an ultrafast component, is more preferable for the diffusion signal in the allograft kidneys than the mono- and bi-exponential models. Our experiment illustrates that tri-exponential IVIM model could provide a good indicator for distinguishing the early graft function, the delayed graft function without and with complications. |
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Neonatal seizures induce significant changes in cerebral oxidative metabolism |
Agnieszka Sierhej1, Alan Bainbridge2, Giles Kendall3, Magdalena Sokolska2, Kelly Pegoretti-Baruteau3, Janet Rennie3, Sean R Mathieson4, Nicola J Robertson5, Geraldine Boylan4, and Subhabrata Mitra5 | ||
1University College London, London, United Kingdom, 2Medical Physics and Bioengineering, University College London Hospitals, London, United Kingdom, 3Neonatal Unit, University College London Hospitals, London, United Kingdom, 4INFANT Research Centre, University College Cork, Cork, Ireland, 5Institute for Women's Health, University College London, London, United Kingdom |
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Neonatal seizures are common following neonatal encephalopathy and have the potential for themselves to cause further brain injury. Data were collected from 55 term neonates who underwent therapeutic hypothermia following neonatal encephalopathy. 25 developed seizures. Magnetic resonance Spectroscopy showed that in the seizure group, lactate was increased and Naa and Choline were decreased. Lower tNaa in neonates with seizures likely indicates further neuronal injury and may explain seizure induced neurological deficits |
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Reduced neonatal fronto-limbic connectivity is associated with higher externalizing symptoms in toddlers with Congenital Heart Disease |
Alexandra F Bonthrone1, Andrew Chew1, Megan Ní Bhroin1,2, Christopher J Kelly1, Daan Christiaens1,3, Maximilian Pietsch1,4, J-Donald Tournier1, Lucilio Cordero-Grande1,5, Joseph V Hajnal1,6, Kuberan Pushparajah6,7, John Simpson7, A David Edwards1, Mary A Rutherford1, Chiara Nosarti1,8, Dafnis Batalle1,4, and Serena J Counsell1 | ||
1Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 2Trinity College Institute of Neuroscience and Cognitive Systems Group, Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin, Ireland, 3Department of Electrical Engineering (ESAT/PSI), KU Leuven, Leuven, Belgium, 4Department for Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom, 5Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid & CIBER-BBN, Madrid, Spain, 6Biomedical Engineering Department, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 7Paediatric Cardiology Department, Evelina London Children's Healthcare, London, United Kingdom, 8Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom |
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Infants with Congenital Heart Disease (CHD) are at increased risk of neurodevelopmental impairments. Forty-three neonates with CHD underwent multi-shell high angular resolution diffusion MRI (HARDI) on a 3T scanner before surgery. At 22 months parents completed a questionnaire characterising internalizing and externalizing behaviours. Network-based statistics were used to characterise the relationship between internalizing and externalizing symptoms and structural connectivity. Reduced neonatal structural connectivity in fronto-limbic regions before surgery was associated with increased externalizing symptomatology in toddlers with CHD. |
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MRI assessment of cerebral oxygen delivery before and after surgery in infants with congenital heart disease |
Daniel Cromb1,2, Alexandra F Bonthrone1, Christopher Kelly1, Paul Cawley1,2, Kuberan Pushparajah3,4, Mary Rutherford1, John Simpson3,4, A. David Edwards1,2, and Serena Counsell1 | ||
1Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 2Neonatal Intensive Care Unit, Evelina London Children's Hospital, London, United Kingdom, 3Department of Cardiovascular Imaging, School of Biomedical Engineering & Imaging Science, King's College London, London, United Kingdom, 4Department of Congenital Heart Disease, Evelina London Children's Hospital, London, United Kingdom |
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Reduced cerebral oxygen delivery (CDO2) in infants with congenital heart disease (CHD) is associated with abnormal brain development. We investigated how cerebral blood flow, haemoglobin, and oxygen saturations, which all contribute to CDO2, change following surgery in a cohort of 24 infants with CHD. There was no significant change in CDO2 after surgery (P = 0.62). However, both cerebral blood flow (P < 0.001) and pre-ductal oxygen saturations (P = 0.008) improved significantly, whilst haemoglobin dropped significantly (P < 0.001). Consistent with previous reports, the changes that occur in cerebral blood flow following surgery are dependent on the type of cardiac lesion. |
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Brain Connectivity and Autistic Traits Moderated by Olfactory Perception among Children and Adolescents with Congenital Heart Defects |
Vanessa Jean Schmithorst1, Julia Wallace1, Pablo Polosecki2, Daryaneh Badaly3, Vincent Lee1, Sue Beers1, Pablo Meyer2, Cecilia Lo1, and Ashok Panigrahy1 | ||
1University of Pittsburgh, Pittsburgh, PA, United States, 2IBM T.J. Watson Research Center, Ossining, NY, United States, 3Child Mind Institute, New York, NY, United States |
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We investigate the relation between congenital heart disease (CHD), autism spectrum disorder (ASD), and olfaction in a cohort of children and young adults using fcMRI (Functional Connectivity Strength; FCS, and amygdala seed-based connectivity) and DTI (RD). ASD severity was positively correlated with FCS in widespread regions, with amygdala connectivity to the DMN, and with RD in posterior parietal white matter; however, these relations were stronger in individuals with impaired olfaction scores and individuals with CHD. The relation between impaired olfaction, CHD, and ASD may be the result of individuals with impaired olfaction and/or CHD having different brain structure-function relationships. |
1240 | Computer 36
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Prenatal and Postnatal Cerebellar Development |
Elizabeth Weisse1, Yaqing Chen2, Alvaro Gajardo Cataldo2, Hans-Georg Müller2, Changbo Zhu2, Jonathan O’Muircheartaigh3, Maximilian Pietsch4, Sian Wilson4, Kristofer Bouchard5,6, Sylvia Madhow5,6, James Cole7,8, Francesca Biondo7,9, Viren D’Sa10,11, Sean C. L. Deoni11,12,13, and Muriel M.K. Bruchhage1,11,14 | ||
1Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, United States, 2Department of Statistics, UC Davis, Davis, CA, United States, 3Department of Forensic & Neurodevelopmental Sciences, King's College London, London, United Kingdom, 4Centre for the Developing Brain, Department of Perinatal Imaging and Health, King's College London, London, United Kingdom, 5Scientific Data Division & Biological Systems and Engineering Division, LBNL, Berkeley, CA, United States, 6Helen Wills Neuroscience Institute & Redwood Center for Theoretical Neuroscience, UC Berkeley, Berkeley, CA, United States, 7Centre for Medical Image Computing, Computer Science, UCL, London, United Kingdom, 8Dementia Research Centre, Queen Square Institute of Neurology, UCL, London, United Kingdom, 9Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, UCL, London, United Kingdom, 10Department of Pediatrics, Rhode Island Hospital, Providence, RI, United States, 11Department of Pediatrics, Warren Alpert Medical School at Brown University, Providence, RI, United States, 12Brown's Advanced Baby Imaging Lab, Rhode Island Hospital, Providence, RI, United States, 13MRI Research, Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, United States, 14Institute of Social Sciences, Department of Psychology, University of Stavanger, Stavanger, Norway |
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The cerebellum is one of the earliest structures to develop prenatally and is documented to play an important role in motor development and, more recently, cognitive development. We investigated cerebellar development and its contribution to later overall (ELC), nonverbal (NVDQ) and verbal (VDQ) cognitive development from 22 weeks of gestation to 15 years of age. Total postnatal cerebellar volume significantly increased with ELC and VDQ but decreased with NVDQ, while prenatal cerebellar volume significantly increased with ELC with age. This could be indicative of the cerebellum’s contribution to overall cognitive development refining with development and age. |
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Common Genetic Variation In IGFBP7 Is Associated With Cortical Brain Development In Preterm Infants |
Daniel Cromb1, Harriet Cullen1, Christiaan De Leeuw2, Madeleine Barnett1, Jonathan O'Muircheartaigh1, Serena Counsell1, and A. David Edwards1 | ||
1Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 2Faculty of Science, Complex Trait Genetics, Vrije Universiteit Amsterdam, Amsterdam, Netherlands |
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In a cohort of 185 infants born preterm we used linked MR imaging, genomic and neurodevelopmental data, to identify a significant association between common genetic variation in the IGFBP7 gene and cortical grey matter volumes as assessed at term-corrected age (p = 0.0057), as well as motor outcomes as assessed at 18-24 months of age (p = 0.044). |
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Motion Correction of Contrast-enhanced Pediatric Brain MRI with Optional Non-contrast-enhanced Synthesis within a Single Neural Network |
Jaeuk Yi1, Sewook Kim1, Seul Lee1, Mohammed A. Al-Masni1, Sung-Min Gho2, Young Hun Choi3, and Dong-Hyun Kim1 | ||
1Department of Electrical and Electronic Engineering, Yonsei University, Seoul, Korea, Republic of, 2Collaboration & Development, GE Healthcare, Seoul, Korea, Republic of, 3Department of Radiology, Seoul National University Hospital, Seoul, Korea, Republic of |
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Based on the observation that motion corruption and contrast pairs do not exist in a separable way in clinically obtained pediatric contrast-enhanced scans, we developed a neural network for both motion correction and optional non-contrast-enhanced image synthesis for contrast-enhanced pediatric brain MRI. We designed a neural network architecture and training schema specific to this task. We found that motion correction performance was not degraded by doing contrast synthesis simultaneously. |
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Effect of radiation dose on the recovery of white matter integrity in children treated for medulloblastoma |
John O Glass1, Jared J Sullivan1, Yian Guo2, Julie H Harreld1, Yimei Li2, Giles W Robinson3, Amar Gajjar3, Thomas E Merchant4, and Wilburn E Reddick1 | ||
1Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, United States, 2Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, United States, 3Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States, 4Radiation Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States |
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This study reports on the effects of pediatric medulloblastoma therapy in a population of 105 subjects. Longitudinal white matter microstructure was studied starting with the post radiation examination until approximately two years after diagnosis. The tract-based spatial statistics (TBSS) pipeline was used to combine fractional anisotropy (FA) with individual dosimetry maps before linear mixed effects models were calculated for each voxel. Significant voxels were found for increasing FA over time and a decrease of FA over time associated with higher radiation dose. These results are consistent with a recovery in FA that is attenuated by higher doses of radiation. |
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Combined T2*-diffusion imaging of the fetal lungs in normal and preterm fetuses |
Carla Lily Avena-Zampieri1,2, Lisa Story1,2, Daniel Cromb1, Mary Rutherford1, Alena Uus3, Paddy Slator4, and Jana Hutter1,3 | ||
1Perinatal Health and Imaging, Kings College London, London, United Kingdom, 2Women and Children’s Health, Kings College London, London, United Kingdom, 3Department of Biomedical Engineering, Kings College London, London, United Kingdom, 4Centre for Medical Image Computing, UCL, London, United Kingdom |
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Advanced functional MRI techniques were applied to the fetal lungs to increase our understanding of in-utero lung development, imperative for accurate antenatal diagnosis to identify fetuses at highest risk of morbidity. Our preliminary results show that combined T2*-diffusion imaging is a feasible technique to analyse the developing lungs in utero. A reduction in both lung volumes and T2* values associated with fetuses that subsequently delivered preterm was identified - paving the way for future more detailed in depth studies. |
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Prediction of WHO histological grade of paediatric posterior fossa ependymoma using diagnostic MR imaging and machine learning |
Richard J Dury1, Anbarasu Lourdusamy1, Dorothee P Auer2, Andrew Peet3, Richard G Grundy1, and Robert A Dineen2 | ||
1Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, United Kingdom, 2Radiological Sciences, University of Nottingham, Nottingham, United Kingdom, 3Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom |
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Ependymoma is the second most common paediatric malignant brain tumour and has a dismal outcome. WHO histological grade provides insight to prognosis and in most series confers a poor survival. Here we present a method to non-invasively predict the grade of paediatric posterior fossa ependymoma using diagnostic MR imaging (T2w and ADC) and machine learning. We found that WHO Grade II and III tumours can both be predicted with a sensitivity/specificity of 0.7±0.23 and 0.67±0.15 respectively. We believe these results provide the basis for a clinically important aid to decision making in the early stages of treatment. |
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Difference of stiffness between the fetal and the maternal part of the placenta by virtual magnetic resonance elastography |
Ting Liu1, Jiaojiao Lu1, Junjun Li1, and Jian Yang2 | ||
1Department of Radiology, the first Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China, 2the first Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China |
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Virtual Magnetic Resonance Elastography (vMRE) is based on IVIM, which does not require any mechanical vibration, can assess the elastography of your organization. dysfunctional placenta had higher stiffness than normal placenta has been found by ultrasound shear‑wave elastography. This study intends to use this vMRE method to study the difference in elasticity between the fetus and the maternal compartment. |
1323 | Computer 29
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Specific Quantification of Myelin by QSM and MWI: Comparison to DTI in Mouse of Pelizaeus Merzbacher Disease and Metachromatic Leukodystrophy |
Ulrike Loebel1, Lepu Zhou2, Gabriele M Rune2, Michael Sereda3, Theresa Kungel3, Ullrich Matzner4, Jens Fiehler2, Jan Sedlacik1, and Annette Bley2 | ||
1Great Ormond Street Hospital for Children, London, United Kingdom, 2University Medical Center Hamburg-Eppendorf, Hamburg, Germany, 3Max-Planck-Institute of Experimental Medicine, Goettingen, Germany, 4Rheinische Friedrich-Wilhelms Universität Bonn, Bonn, Germany |
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Two different disease models, i.e., of Pelizaeus Merzbacher disease (PMD) and Metachromatic Leukodystrophy (MLD), were studied in mice using QSM, MWF, MTR and DTI as well as histopathology to assess their ability to specifically quantify myelin damage. Electron microscopy of PMD showed damaged myelin, but histological micrographs of MLD showed regular brain tissue integrity but with an abnormal presence of macrophages. Only MWF and QSM showed a difference between PMD and WT, but no difference between MLD and WT, which suggests, that MWF and QSM are highly specific to myelin damage. |
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Dose-dependent neuroprotective effects of Bovine Lactoferrin following neonatal hypoxia-ischemia in the immature rat brain |
Yohan van de Looij1,2, Eduardo Sanches1, Sadou Saw1, Audrey Toulotte1, Analina Da Dilva2, Laura Modernell1, and Stéphane V Sizonenko1 | ||
1Division of Development and Growth, Department of Paediatrics and Gynaecology-Obstetrics, School of Medicine, University of Geneva, Geneva, Switzerland, 2Center for Biomedical Imaging, Animal Imaging Technology section, Federal Institute of Technology of Lausanne, Lausanne, Switzerland |
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Injuries to the developing brain due to hypoxia–ischemia (HI) are common causes of neurological disabilities in preterm babies Lactoferrin (Lf) is an iron-binding protein shown to have antioxidant, anti-inflammatory and anti-apoptotic properties when administered to mothers as a dietary supplement during pregnancy and/or lactation in preclinical studies of developmental brain injuries. Here, we tested three different doses of dietary maternal Lf supplementation using the postnatal day 3 HI model and evaluated the acute neurochemical damage profile using 1H MRS and DTI/NODDI. In conclusion, Lf supplementation attenuates, in a dose-dependent manner, the acute and long-term cerebral injury caused by HI. |
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Structural Brain Changes during Early Development in Non-human Primate, Common Marmoset: A Longitudinal MRI study |
Akiko Uematsu1,2, Junichi Hata3, Makoto Fuskushima1, Noriyuki Kishi2, Ayako Muyarama2, Takuya Hayashi1, and Hideyuki Okano2,4 | ||
1BDR Laboratory for Brain Connectomics Imaging, RIKEN, Kobe, Japan, 2CBSLaboratory for Marmoset Neural Architecture, RIKEN, Wako, Japan, 3Graduate School of Human Health Sciences, Tokyo Metropolitan University, Tokyo, Japan, 4Department of Physiology, Keio University School of Medicine, Tokyo, Japan |
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Neuronal brain development at early life stage is critical for proper function at later life stages. Here, we delineate the maturational process of marmoset brain structure in both macro and micro level at very early life stage with longitudinal multi-modal MRI images. Integrating multi-modal MRI images provided more detailed and accurate information of changes in tissue property especially for frontal brain regions throughout development than a single-modal image analysis. |
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Region-specific effects of neonatal hyperbilirubinemia on the developing brain in a preterm Gunn rat model |
Ivan Tkac1, Katherine M Satrom2, and Raghavendra Rao2 | ||
1Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States, 2Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States |
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Preterm Gunn rat model of neonatal hyperbilirubinemia (NHB) was used to investigate effects of unconjugated bilirubin (UCB) on the developing hippocampus and cerebellum. In this model, sulfadimethoxine was injected (i.p.) to Gunn rat pups on postnatal day 5 to exaggerate NHB effects at a preterm equivalent age. 1H MRS and MRI results clearly demonstrate that high levels of UCB in early postnatal age critically affects the brain development in a region-specific manner. In this model, cerebellum appears to be much more vulnerable to high levels of UCB than hippocampus resulting in abnormal postnatal development. |
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Structural and functional brain imaging in a rat model of fetal growth restriction |
Yohan van de Looij1,2, Jérôme Mairesse1,3, Julien Pansiot4, Manuela Zinni4, Stéphane V Sizonenko1, and Olivier Baud1,3 | ||
1Division of Development and Growth, Department of Paediatrics and Gynaecology-Obstetrics, School of Medicine, University of Geneva, Geneva, Switzerland, 2Center for Biomedical Imaging, Animal Imaging Technology section, Federal Institute of Technology of Lausanne, Lausanne, Switzerland, 3Division of Neonatology and Pediatric Intensive Care, Children's University Hospital of Geneva, Geneva, Switzerland, 4INSERM UMR1141 NeuroDiderot, University Paris Diderot, Sorbonne Paris Cité, Paris, France |
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Brain injuries and subsequent neurodevelopmental impairments observed following Fetal Growth Restriction (FGR) were shown to be associated with an exacerbated neonatal neuro-inflammation. The aim of this work was to characterize a rat model of FGR by advanced diffusion MRI (DTI and NODDI) and functional ultrasounds (fUS). We show in this study that neonatal inflammation lead to transient microstructural damages and subsequent behavioral and functional disabilities at long term. This model mimics very closely clinical reality in babies born following FGR. Innovative neuroimaging tools associated with this neuro-inflammatory model pave the way for their translational use in human neonates. |
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Developing a Craniofacial Soft Tissue Anthropomorphic Database: Applying Diffeomorphic Template Building Methods to MRI |
Dillan F Villavisanis1, Pulkit Khandelwal2, Zachary D Zapatero1, Connor S Wagner2, Daniel Y Cho1, Liana Cheung1, Jessica D Blum1, Jordan W Swanson1, Jesse A Taylor1, Paul A Yushkevich 2, and Scott P Bartlett1 | ||
1Children's Hospital of Philadelphia, Philadelphia, PA, United States, 2Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States |
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Craniofacial surgery requires reconciliation of several factors for deformity reconstruction and aesthetic enhancement. Here, we present data in developing a racially and ethnically sensitive anthropomorphic database to provide plastic and craniofacial surgeons with a set of “normal” anatomic measurements to optimize aesthetic and reconstructive outcomes. Images were used to construct composite (template) images with Advanced Normalization Tools (ANTs) and Greedy Tools. Composite templates demonstrated age-appropriate anatomic measurements as proof of concept. Application of diffeomorphic algorithms via ANTs to MRI is effective in developing composite templates representing “normal” soft tissue anatomy, which may aid in objectively quantifying anatomic abnormality. |
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Increased GABA in the periaqueductal grey of patients with chronic low back pain detected using 1H-magnetic resonance spectroscopy |
Laura Sirucek1,2,3, Niklaus Zoelch4,5, and Petra Schweinhardt1,2 | ||
1Department of Chiropractic Medicine, Integrative Spinal Research Group, Balgrist University Hospital, University of Zurich, Zurich, Switzerland, 2University of Zurich, Zurich, Switzerland, 3Neuroscience Center Zurich, University of Zurich, Zurich, Switzerland, 4Department of Forensic Medicine and Imaging, Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland, 5Department of Psychiatry, Hospital of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland |
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Preclinical studies suggest a role of altered γ-aminobutyric acid (GABA)ergic inhibitory tone in the periaqueductal grey (PAG), a key brain area for descending pain modulation, as mechanism contributing to chronic pain. The present 1H-magnetic resonance spectroscopy study investigated GABA, and glutamate/glutamine, concentrations in the PAG of patients with chronic low back pain (CLBP). Using a point resolved spectroscopy sequence with optimized frequency alignment, adequate spectral quality was achieved and increased GABA concentrations (p=0.027) identified in CLBP patients compared to pain-free controls. This finding supports dysregulations in descending pain modulation as factor contributing to chronic pain in humans. |
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Hippocampal subfield neurofunctional alterations in chronic insomnia |
Yang Yang1, Yong Li1, Linwei Zhao1, Hong Chen1, Xiaoping Fan1, and Gaowu Yan1 | ||
1Suining Central Hospital, Chuanshan Suining, China |
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This study investigated the patterns of volume changes across neurofunctionally distinct hippocampal subfields in patients with chronic insomnia. The results suggested that L1 and R2 atrophy increased the risk of developing chronic insomnia approximately 3-fold, and negative emotion positively acted on the causal path of insomnia severity leading to R1 atrophy. In addition, we developed a practical and visual nomogram of individual competing risks for predicting chronic insomnia risk with high accurate predictive power based on these hippocampal subfields. Neurofunctional hippocampal subfield atrophy was a risk factor leading to chronic insomnia, contributing to understand of the etiology of insomnia. |
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GABA and Glutamate/Glutamine concentrations in the dACC of amphetamine treated adult ADHD patients |
Yasmin Geiger1, Marganit Gonen-Shahar2, Gabriel Vainstein3, Angela Ruban2, and Assaf Tal1 | ||
1Weizmann Institute of Science, Rehovot, Israel, 2Tel Aviv University, Tel Aviv, Israel, 3Maccabi Healthcare, Kefar Sava, Israel |
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Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by irregular levels of hyperactivity, impulsivity and inattention. It is commonly linked to dopamine and norepinephrine balance. Several studies suggested connections to γ-amino butyric acid (GABA) and glutamate (Glu) imbalance in the dorsal anterior cingulate cortex (dACC). Here we use 1H-MRS to study GABA and glutamate + glutamine (Glx) levels in the dACC of ADHD patients, before and after pharmacological treatment and compared to healthy adults. We found no metabolic difference between ADHD and control group and no change after amphetamine treatment. We found no metabolic correlation to ADHD scores. |
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Disruptions of functional and structural networks in classic trigeminal neuralgia patients |
Pengfei Zhang1, Jun Wang1, Wanjun Hu1, Laiyang Ma1, Guangyao Liu1, Kai Ai2, and Jing Zhang1 | ||
1Department of Magnetic Resonance, Lanzhou University Second Hospital, Lanzhou, China, 2Philips Healthcare, Xi'an, China |
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Classic trigeminal neuralgia (CTN) has been proven related to functional or morphological alterations in critical brain regions. To test the simultaneous changes of the topological properties of structural networks (SN), functional networks (FN), as well as their couplings, we constructed SN using diffusion tensor imaging (DTI) data and FN using resting-state functional magnetic imaging (rs-fMRI) data from 29 CTN patients and 34 healthy controls (HCs). The patients showed the wide disruptions of global and local topological organizations in SN and FN, together with the abnormal coupling relationships. Our findings may provide novel perspectives for understanding the pathophysiological mechanisms of CTN. |
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Longitudinal resting-state functional connectivity changes with medication and nutrition treatment in chronic mild traumatic brain injury |
Faezeh vedaei1, Mahdi Alizadeh1, George Zabrecky 1, Nancy Wintering 1, Anthony J. Bazzan 1, Daniel A. Monti 1, Andrew B. Newberg 1, and Feroze B. Mohamed 1 | ||
1Thomas Jefferson University, Philadelphia, PA, United States |
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This study provides comprehensive evaluation of functional rs-fMRI biomarkers that are associated with chronic mTBI symptoms and predicting treatment outcome and patient recovery. We evaluate the effect of medication and nutrition treatments on brain function and cognitive performance in chronic mTBI patients using resting-state fMRI metrics and neuropsychological test. We propose that treatment strategies compensate mTBI disrupt communication between brain network nodes. Our results help understanding the implication of treatment strategies in chronic mTBI patients and prediction of outcomes in brain function and cognitive recovery. |
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Hybrid diffusion imaging in chronic traumatic brain injury: Longitudinal investigation and correlation with clinical outcome |
Jennifer Muller1,2,3, KiChang Kang1, Devon Middleton3, Mahdi Alizadeh1, Faezeh Vedaei1, George Zabrecky4, Daniel Monti4, Nancy Wintering4, Anthony J. Bazzan4, Chengyuan Wu1, Qianhong Wu2, and Feroze B. Mohamed3 | ||
1Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, United States, 2Mechanical Engineering, Villanova University, Villanova, PA, United States, 3Radiology, Thomas Jefferson University Hospital, Philadelphia, PA, United States, 4Marcus Institute of Integrative Health, Villanova, PA, United States |
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Traumatic brain injury (TBI) is a major cause of death and disability worldwide. Currently, non-invasive and longitudinal assessment in TBI is still limited. In the current study, we applied an advanced hybrid diffusion imaging sequence (HYDI) to capture both diffusion tensor imaging and neurite orientation dispersion and density imaging to develop more sensitive biomarkers associated with longitudinal outcomes after TBI. We both contrasting and complementary correlates between diffusion metrics and clinical outcomes, suggesting HYDI to have potential clinical impact for treatment monitoring after TBI. |
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DWI of cholesteatomas: An initial assessment based on RESOLVE and SPEN MRI |
Martins Otikovs1, Debbie Anaby2, Shai Shrot2, Noam Nissan2, and Lucio Frydman1,3 | ||
1Department of Chemical and Biological Physics, Weizmann Institute of Science, Rehovot, Israel, 2Sheba Medical Center, Ramat Gan, Israel, 3Azrieli National Center for Brain Imaging, Weizmann Institute of Science, Rehovot, Israel |
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Cholesteatomas are destructive lesions growing in the middle ear, in need of periodic assessments. Diffusion weighted imaging (DWI) at 3T provides clear contrast of these growths, facilitating their detection. However, the close presence of air-tissue interfaces within the ear channel results in geometric distortions that have led to adoption of non-EPI based methods for these high field evaluations. Herein we present results from initial DWI experiments performed for imaging cholesteatomas, which point out the value of Spatiotemporal Encoding (SPEN) DWI methods as promising alternatives to retrieve high-contrast, high-definition images. |
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A comparison of tractography and fMRI pre-surgical planning approaches with intraoperative mapping-based validation |
Ahmed Radwan1,2, Louise Emsell1,2,3,4, Evy Cleeren5, Silvia Kovacs6, Anais Van Hoylandt5, Ronald Peeters6, Steven De Vleeschouwer2,5,7, Tom Theys2,5,7, Patrick Dupont2,8, and Stefan Sunaert1,2,6 | ||
1Imaging and pathology, Translational MRI, KU Leuven, Leuven, Belgium, 2Department of Neurosciences, KU Leuven, Leuven Brain Institute, Leuven, Belgium, 3Department of Neurosciences, Neuropsychiatry, KU Leuven, Leuven, Belgium, 4Geriatric Psychiatry, University Psychiatric Center (UPC) - Leuven, Leuven, Belgium, 5Department of Neurosurgery, University Hospitals Leuven, Leuven, Belgium, 6Department of Radiology, University Hospitals Leuven, Leuven, Belgium, 7Department of Neurosciences, Research Group Experimental Neurosurgery and Neuroanatomy, KU Leuven, Leuven, Belgium, 8Department of Neurosciences, Laboratory for cognitive neurology, KU Leuven, Leuven, Belgium |
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Accurate presurgical brain mapping enables preoperative risk assessment and intraoperative guidance to minimize postoperative deficits. Here we compare mapping accuracy of task-based fMRI (tbfMRI), BOLD and Functionnectome resting state fMRI (rsfMRI), DTI and constrained spherical deconvolution (CSD)-based tractography in 21 preoperative neurosurgical patients using intraoperative electrical stimulation (DES) as the ground truth for functional mapping. Accuracy was estimated based on minimum distance between MRI-based mapping and positive DES coordinates. We report that CSD outperforms DTI, and rsfMRI performs similarly to tbfMRI using DES. This demonstrates the potential benefits of using CSD and rsfMRI in clinical practice. |
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Clinical evaluation of scout accelerated motion estimation and reduction (SAMER) |
Azadeh Tabari1,2, Min Lang1,2, Daniel Polak3,4, Daniel Nicolas Splitthoff4, Bryan Clifford5, Wei-Ching Lo5, Lawrence L. Wald2,3,6, Stephen Cauley2,3, Otto Rapalino1,2, Pamela Schaefer1,2, John Conklin1,2,3, and Susie Y. Huang1,2,3,6 | ||
1Department of Radiology, Massachusetts General Hospital, Boston, MA, United States, 2Harvard Medical School, Boston, MA, United States, 3A. A. Martinos Center for Biomedical Imaging, Charlestown, MA, United States, 4Siemens Healthcare GmbH, Erlangen, Germany, 5Siemens Medical Solutions, Malvern, PA, United States, 6Harvard-MIT Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, United States |
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Patient motion can degrade diagnostic image quality to the point that scans must be re-acquired, or patients called back. In this work, we performed a systematic clinical evaluation of SAMER, a highly efficient retrospective motion mitigation approach. 62 patients from emergency and inpatient care settings were scanned at 3T, and 14 cases were identified with a range of patient motion. Two neuro-radiologists performed blinded review of the images before and after motion correction, rating the images for motion severity. In 13 of the 14 cases, reduced motion severity and improved visualization of anatomy/pathology was obtained after SAMER motion mitigation. |
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The origins of BOLD signal fluctuations in non-gas-inhalation CVR mapping: an fMRI-EEG study |
Parimal Pravin Joshi1, Yi Zhang2,3, Xirui Pravin Hou2, Cuimei Xu2, Paul Bottomley2, Hanzhang Lu2, and Peiying Liu1 | ||
1Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, United States, 2Department of Radiology, Johns Hopkins University School of medicine, Baltimore, MD, United States, 3Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China |
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Cerebrovascular reactivity (CVR) is typically measured with hypercapnic challenges, which require considerable subject cooperation. Recent CVR mapping approaches using resting-state BOLD data are promising, but their sensitivity is low in subjects with minimal spontaneous changes in breathing pattern. Performed in conjunction with resting-state BOLD scans, intermittent breath modulation enhances variations in breathing pattern while requiring minimal subject compliance, and is a promising tool for CVR mapping without gas inhalation. Here we conducted simultaneous fMRI-EEG experiments to investigate origins of the global BOLD signal fluctuations during intermittent breath modulation, to verify the validity of this new approach. |
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Identification of a single-dose, dual-echo based CBV threshold for fractional tumor burden mapping in recurrent glioblastoma |
Aliya Anil1, Ashely M Stokes1, Renee Chao1, Leland Hu2, Lea Alhilali3, John P Karis3, Laura C Bell4, and C Chad Quarles1 | ||
1Division of Neuroimaging Research and Barrow Neuroimaging Innovation Center, Barrow Neurological Institute, Phoenix, AZ, United States, 2Mayo Clinic Arizona, Phoenix, AZ, United States, 3Southwest Neuroimaging at Barrow Neurological Institute, Phoeix, AZ, United States, 4Genentech, South Francisco, CA, United States |
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Reliable differentiation of tumor recurrence and treatment effects in glioblastoma patients is still a prevailing challenge. The purpose of this study is to identify the optimal threshold for generating fractional tumor burden (FTB) maps derived from single-dose, dual-echo based standardized relative cerebral blood volume measurements. To establish the threshold, dual-echo data was compared to the well-validated, double-dose single echo standardized FTB map. In summary, with the optimized threshold, the single-dose, dual-echo approach yielded FTB maps that strongly agreed with the reference standard, providing a compelling option for clinical use. |
1853 | Computer 33
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Improving multimodal imaging with an MR-compatible EEG net: the R-Net-MR-IT |
Nina Fultz1,2,3, Hongbae Jeong1, Stephanie D. Williams1,3, Daniel E.P. Gomez1,3, Beverly Setzer1,3, Tracy Warbrick4, Manfred Jaschke4, Giorgio Bonmassar1, and Laura D. Lewis1,3 | ||
1Athinoula A. Martinos Center for Biomedical Engineering, Charlestown, MA, United States, 2Department of Neuroscience, University of Copenhagen, Copenhagen, Denmark, 3Department of Engineering, Boston University, Boston, MA, United States, 4Brain Products GmbH, Gilching, Germany |
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EEG provides valuable clinical information, but EEG nets produce artifacts in MRI and CT images, preventing these modalities from being combined in typical clinical practice. We tested whether a new MR-compatible EEG net, called the R-Net-MR-IT, could produce high-quality clinical and research images. We assessed image quality in CT and MR images on a phantom with a conventional net, R-Net-MR-IT, and with no net. We then performed the same comparison in humans, as well as fMRI scans. Our results show that the R-Net-MR-IT enables acquisition of high quality CT and MR images, with minimal artifact from EEG hardware. |
1854 | Computer 34
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MRI of individuals with cochlear implants: surgical planning, current practice, success rates, and stakeholder opinions |
Rebecca Susan Dewey1,2,3, Robert Dineen1,4,5, Matthew Clemence6, Olivier Dick7, Richard Bowtell1, and Pádraig Kitterick8 | ||
1Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom, 2Hearing Sciences, Division of Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom, 3Hearing Theme, NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom, 4Imaging Theme, NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom, 5Radiological Sciences, Division of Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom, 6Philips Healthcare, Best, Netherlands, 7Radiology Department, Queens Medical Centre, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom, 8National Acoustic Laboratories, Sydney, Australia |
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A cochlear implant (CI) contains a magnet implanted under the scalp. MRI of CI users is associated with safety concerns, significant discomfort, and image distortion. A CI placed under a swimming cap is a feasible tool for observing the effect of CI location on image usability within a single subject and potentially informing surgical planning. 35-70% of radiological features in the head were deemed unaffected by the implant. Online survey results highlight the need for consistent publication of clear, succinct, and standardised information for healthcare professionals and CI users. CI user consultation is scarce, meaning their views are often neglected. |
1855 | Computer 35
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Test-retest repeatability study of multi-compartment relaxometry for myelin water imaging (MCR-MWI) |
Kwok-Shing Chan1, Maxime Chamberland1, and José P Marques1 | ||
1Donders Institute for Brain, Cognition and Behaviour, Nijmegen, Netherlands |
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In this study, we evaluate the test-retest repeatability of the recently developed multi-compartment relaxometry method for myelin water imaging (MCR-MWI). Cross-protocol repeatability is also studied using 3 GRE protocols with different echo spacing and TR. Good cross-session and cross-protocol repeatability is observed for MCR-MWI. Additionally, tissue parameters along 8 major white matter bundles are studied, and myelin water fraction is the most robust tissue parameter across various protocol settings. |
1856 | Computer 36
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The BigMac dataset: interconnecting MR signals with microstructure profiles in the cortex |
Amy FD Howard1, Istvan N Huszar1, Michiel Cottaar1, Greg Daubney2, Alexandre A Khrapitchev3, Rogier B Mars1,4, Jeroen Mollink1, Lea Roumazeilles2, Connor Scott5, Adele Smart5, Jerome Sallet2, Saad Jbabdi1, and Karla L Miller1 | ||
1Wellcome Centre for Integrative Neuroimaging (FMRIB), Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom, 2Wellcome Centre for Integrative Neuroimaging, Experimental Psychology, Medical Sciences Division, University of Oxford, Oxford, United Kingdom, 3MRC Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford, Oxford, United Kingdom, 4Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, Netherlands, 5Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom |
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Microscopy data can provide detailed descriptions of how cortical microstructure varies across the brain. However, the relationship between cortical microstructure and MRI signals remains relatively unexplored. Here we develop a pipeline to extract cortical profiles from co-registered MRI and microscopy data in the BigMac dataset. We compare cortical profiles of cell density and microstructural dispersion from Nissl-stained histology slides with matched profiles from structural and diffusion MRI. Using CCA we find modes of microstructure variation common to microscopy and structural MRI, but not diffusion, indicating variable sensitivity of the MR metrics to brain-wide variations in Nissl-stained cytoarchitecture. |
1857 | Computer 37
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Anti-angiogenic therapy in recurrent glioblastoma uncouples tumor hyperperfusion measures from spectroscopic measures of Lac/c-Cr |
Pratik Talati1,2, Benjamin Chun2, Patrick Clark2, Anthony Ranasinghe2, Mohamed E. El-Abtah2, Melanie Fu2, Julian He3, Otto Rapalino4, R. Gilberto Gonzalez4, Jorg Dietrich5, Elizabeth R. Gerstner5, and Eva-Maria Ratai2 | ||
1Neurosurgery, Massachusetts General Hospital, Boston, MA, United States, 2A. A. Martinos Center for Biomedical Imaging, Charlestown, MA, United States, 3Radiology, Massachusetts General Hospital, Boston, MA, United States, 4Neuroradiology, Massachusetts General Hospital, Boston, MA, United States, 5Neuro-oncology, Massachusetts General Hospital, Boston, MA, United States |
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Patients with recurrent glioblastoma (rGBM) are often started on anti-angiogenic therapy, making it challenging to determine disease progression with standard MR methods. We performed a prospective analysis on 14 patients with rGBM utilizing MR spectroscopy and DSC-perfusion imaging to investigate metabolic changes before and 4 weeks after anti-angiogenic therapy. We found that anti-angiogenic therapy significantly decreases relative tumor hyperperfusion values of CBV and CBF and uncouples a correlation between CBV and CBF with Lac/c-Cr. Baseline hyperperfusion values can stratify longer-term from shorter-term survivors at nine months. Further investigation into the early stages of anti-angiogenic therapy are warranted. |
1943 | Computer 38
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Scyllo-inositol: concentration changes associated with aging and alcohol use, and T2 measurement. |
Dinesh K Deelchand1, J. Riley McCarten2,3, Laura Hemmy2,4, Edward Auerbach1, Lynn Eberly5, and Małgorzata Marjańska1 | ||
1Radiology, University of Minnesota, Minneapolis, MN, United States, 2Geriatric Research, Veterans Affairs Health Care System, Minneapolis, MN, United States, 3Department of Neurology, University of Minnesota, Minneapolis, MN, United States, 4University of Minnesota, Minneapolis, MN, United States, 5Division of Biostatistics, University of Minnesota, Minneapolis, MN, United States |
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The goals of this study were to investigate the effect of alcohol usage on scyllo-inositol (sIns) in young and older healthy adults, and measure the T2 of sIns in young and older healthy adults. Two brain regions (occipital cortex (OCC), posterior cingulate cortex (PCC)) were studied at 3T. sIns was measured using a short-echo-time STEAM while T2 was measured using LASER. sIns in OCC and PCC regions was found to increase as the brain ages; alcohol usage (0-2 drinks/week) was significantly different between age groups. In addition, there seems to be a trend towards lower T2 of sIns with age. |
1944 | Computer 39
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Sex-specific differences in the relationships between obesity, cerebral perfusion and grey matter volume |
Brittany Intzandt1,2,3,4, Safa Sanami2,4,5, Julia Huck4,5, Rick D Hoge6, PREVENT-AD Research Group7, Louis Bherer 2,3,8, and Claudine J Gauthier2,4,5 | ||
1School of Graduate Studies, Concordia University, Montreal, QC, Canada, 2Centre EPIC, Montreal Heart Institute, Montreal, QC, Canada, 3Centre de Recherche de l’Institut Universitaire de Geriatrie de Montreal, Montreal, QC, Canada, 4PERFORM Centre, Concordia University, Montreal, QC, Canada, 5Department of Physics, Concordia University, Montreal, QC, Canada, 6Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada, 7StoP-AD Centre, Douglas Mental Health Institute Research Centre, Montreal, QC, Canada, 8Department of Medicine, University of Montreal, Montreal, QC, Canada |
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Cerebral health declines in aging. Obesity is reported to accentuate, reduce or have no effect on these declines. Given sex differences are present for cerebral health and obesity individually, it is hypothesized these discrepancies are influenced by sex. Here, we investigated the relationship between obesity, cerebral structure and perfusion in aging females and males separately. Females revealed greater obesity was associated with increased structure and perfusion. Males demonstrated a positive relationship with obesity and perfusion, however, an inverse association was identified between structure and obesity. Future work should investigate the influence of other lifestyle factors on these sex-specific relationships |
1945 | Computer 40
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Age-related changes to perivascular and parenchymal fluid flow dynamics with multi-compartment diffusion MRI |
Kirsten Mary Lynch1, Rachel Custer1, Ryan P Cabeen1, Francesca Sibilia1, Arthur W Toga1, and Jeiran Choupan1 | ||
1USC Mark and Mary Stevens Institute for Neuroimaging and Informatics, University of Southern California, Los Angeles, CA, United States |
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Perivascular spaces (PVS) play a critical role in fluid transfer and waste clearance in the brain. PVS enlargement is associated with advancing age; however, the functional correlates of these changes are not well understood. Using multi-compartment diffusion models, we assessed the diffusion properties within the PVS and the surrounding parenchyma in a healthy aging cohort. We found age was significantly associated with increased perivascular free water content and reduced parenchymal free water content. These findings provide preliminary evidence of age-related changes to perivascular fluid transfer that may be indicative of waste clearance functional alterations. |
1946 | Computer 41
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The primate corpus callosum - Age-related differences in morphology and microstructure |
Rakshit Dadarwal1,2, Judith Mylius1, Amir Moussavi1, and Susann Boretius1,2 | ||
1Functional Imaging Laboratory, German Primate Center, Göttingen, Germany, 2Georg-August-University Göttingen, Göttingen, Germany |
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Aging of the brain has been associated with several structural and functional changes, including tissue volume loss, white matter integrity loss, and changes in iron concentration. However, the fundamental mechanism driving these changes and their significance in the development of age-related neurodegenerative diseases are still not very well understood. Due to their unequivocal similarity with humans, non-human primates may be of particular value to further explore these mechanisms. In this study, we looked at age-related morphological, tissue microstructural, and iron-concentration changes in the corpus callosum of macaques and marmosets. |
1947 | Computer 42
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Peri-tumoural distribution of lipid composition in postmenopausal patients with oestrogen receptor positive breast cancer |
Sai Man Cheung1, Kwok-Shing Chan1,2, Wenshu Zhou1, Ehab Husain3, Tanja Gagliardi1,4, Yazan Masannat5, and Jiabao He1 | ||
1Institute of Medical Sciences, University of Aberdeen, Aberdeen, United Kingdom, 2Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands, 3Pathology Department, Aberdeen Royal Infirmary, Aberdeen, United Kingdom, 4Radiology Department, Royal Marsden Hospital, London, United Kingdom, 5Breast Unit, Aberdeen Royal Infirmary, Aberdeen, United Kingdom |
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Early diagnosis is crucial for the prognosis of patients with breast cancer. Postmenopausal women with oestrogen receptor positive cancer account for over half of all new diagnosis, with an imbalance of lipid composition in peri-tumoural adipose tissue. Since oestrogen is primarily modulated by mammary adipocytes, lipid composition monitoring for early sign of heterogeneous lipid deregulation is central to the accurate early detection. Novel chemical shift-encoded imaging (CSEI) allows rapid lipid mapping of whole breast. We set out to elucidate the spatial distribution in the deregulation of peri-tumoural lipid composition in postmenopausal patients with oestrogen receptor positive breast cancer using CSEI. |
1948 | Computer 43
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Microstructural and functional connectivity changes in the locus coeruleus: a 7T study in cognitively impaired subjects |
Ileana Jelescu1, Federica Ribaldi2, Konstantin Toussas3, Sandra da Costa4, Joao Jorge4, Olivier Reynaud 4, Giovanni B Frisoni3, Jorge Jovicich5, and Michela Pievani6 | ||
1CHUV, Lausanne, Switzerland, 2UNIGE, Geneve, Switzerland, 3UNIGE, Geneva, Switzerland, 4EPFL, Lausanne, Switzerland, 5CIMEC, Trento, Italy, 6IRCCS Brescia, Brescia, Italy |
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The locus coeruleus (LC) is a brainstem nucleus thought to undergo early microstructural and functional connectivity changes in Alzheimer’s disease. The in vivo assessment of LC changes is however limited by the resolution of current 3T MRI systems. Here we used high-resolution high-field diffusion weighted imaging (DWI) and resting-state fMRI in cognitively impaired older persons to investigate diffusion and functional connectivity LC changes, and their association with cognition and connectivity of large-scale networks. Results show reduced diffusivity in the caudal LC and associations between microstructural changes, memory deficits, and lower functional connectivity of the dorsal and ventral attention networks. |
1949 | Computer 44
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Evaluation of Scout Accelerated Motion Estimation and Reduction (SAMER) for measurement of brain volume and cortical thickness |
Wei-Ching Lo1, John Conklin2,3, Bryan Clifford1, Qiyuan Tian2,3, Daniel Polak2,4, Daniel Nicolas Splitthoff4, Maria Gabriela Figueiro Longo2,3, Azadeh Tabari2,3, Stephen Cauley2,3, and Susie Yi Huang2,3,5 | ||
1Siemens Medical Solutions, Boston, MA, United States, 2Department of Radiology, A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States, 3Harvard Medical School, Boston, MA, United States, 4Siemens Healthcare GmbH, Erlangen, Germany, 5Harvard-MIT Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, United States |
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Scout Accelerated Motion Estimation and Reduction (SAMER) is a novel technique that can mitigate motion artifacts in MR images. In this study, we compared the brain volume and cortical thickness measurements obtained from in vivo motion-free, motion corrupted, and motion corrected images acquired with SAMER to those from a motion-free standard MPRAGE reference scan. The quantitative analysis of motion-free and motion corrected SAMER images showed comparable results with motion-free standard MPRAGE. |
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Assessment of microstructural changes associated with dyskinesia in hemiparkinsonian rodents |
Maurizio Bergamino1, Alberto Fuentes 1, David J Marmion2, Ivette M Sandoval2, Christopher Bishop3, Fredric P Manfredsson2, and Ashley M Stokes1 | ||
1Neuroimaging Division, Barrow Neurological Institute, Phoenix, AZ, United States, 2Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ, United States, 3Department of Psychology, Binghamton University, Binghamton, NY, United States |
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The objective of this pilot study was to assess white matter (WM) microstructural integrity in pre-clinical models of Parkinson’s disease using fractional anisotropy (FA) from diffusion tensor imaging (DTI). We assessed changes in FA in parkinsonian rats with levodopa-induced dyskinesia both over time and compared with control (sham) rats. |
2044 | Computer 34
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Auditory topographic maps in the congenitally blind brain: Effects of NORDIC de-noising and sensory substitution training |
Giles Hamilton-Fletcher1, Russell W. Chan1,2, Matthew C. Murphy3, Joel S. Schuman1, Amy C. Nau4,5, and Kevin C. Chan1 | ||
1Department of Ophthalmology, New York University Langone Health, New York, NY, United States, 2Neuroscience Institute, New York University Langone Health, New York City, NY, United States, 3Mayo Clinic Rochester, Rochester, MN, United States, 4Korb and associates, Boston, MA, United States, 5Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States |
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Sensory substitution devices (SSDs) can represent the structure of visual space through sound. To determine whether this representation is topographically organized in the congenitally blind brain, we used NORDIC de-noising and population receptive field mapping (pRF) to correlate functional brain changes to changes in sound stimulus verticality (frequency) and laterality (panning/timing) following SSD principles. We show that NORDIC significantly increased temporal signal-to-noise ratios and activation areas in subjects’ auditory cortices. PRF revealed that auditory topographic maps representing verticality and laterality emerged in occipital-parietal cortices of 3/7 congenitally blind subjects only after 10-minutes of SSD training, indicating rapid cross-modal cortical recruitment. |
2045 | Computer 35
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Increased liver stiffness and shortened T2* relaxation time in people with type 2 diabetes |
Yuliya Kupriyanova1,2, Pavel Bobrov2,3, Volker Burkart1,2, Vera Schrauwen-Hinderling1,2,4, and Michael Roden1,2,5 | ||
1Institute for Clinical Diabetology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany, 2German Center for Diabetes Research (DZD e.V.), München-Neuherberg, Germany, 3Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany, 4Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, Netherlands, 5Department of Endocrinology and Diabetology, Medical Faculty and University Hospital, Heinrich Heine University, Düsseldorf, Germany |
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This study shows the value of multiparametric magnetic resonance measurements for detecting the changes in liver tissue due to diabetes mellitus. Liver fat content (determined by mDixon MRI and 1H-MR spectroscopy), T2* relaxation time and liver stiffness were compared in humans with type 1 (T1DM), type 2 diabetes mellitus (T2DM) or normal glucose tolerance (control, CON). |
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Characterization of Symptomatic Vertebrobasilar Plaques in Diabetic Patients Using Computed Tomographic Angiography and Vessel Wall Imaging |
Huan Yang1, Bo Liu2, Qingqing Yin3, Haipeng Wang1, Liangjie Lin4, and Ximing Wang1 | ||
1Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China, 2Radiology, Qilu Hospital of Shandong University, Jinan, China, 3Geriatric Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China, 4MSC Clinical & Technical Solutions, Philips Healthcare, Beijing, China |
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Diabetes mellitus is significantly associated with posterior circulation ischemic stroke. We aimed to compare the characteristics of vertebrobasilar plaques in symptomatic patients with and without diabetes using vessel wall magnetic resonance imaging and computed tomographic angiography. Characteristics of symptomatic vertebrobasilar plaques were compared between patients with and without diabetes. Multivariate analysis demonstrated differences in the presence of T1 hyperintensity and number of spotty calcifications were statistically significant. Symptomatic patients with diabetes have a higher incidence of T1 hyperintensity and larger calcification burden than those without diabetes, indicating the association of diabetes with more advanced plaque features in the posterior circulation. |
2047 | Computer 37
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Association between neurofilament (NF-L) levels and amyotrophic lateral sclerosis (ALS) neurodegeneration patterns in the precentral cortex |
Penelope Tilsley1,2, Antoine Moutiez3, Alexandre Brodovitch4, Mohamed Mounir El Mendili1,2, Wafaa Zaaraoui1,2, Annie Verschueren1,5, Shahram Attarian5, Maxime Guye1,2, José Boucraut4,6, Aude-Marie Grapperon1,5, and Jan-Patrick Stellmann1,2,3 | ||
1Aix Marseille Univ, CNRS, CRMBM, Marseille, France, 2APHM, Hôpital de la Timone, CEMEREM, Marseille, France, 3APHM, Hôpital de la Timone, Department of Neuroradiologie, Marseille, France, 4Immunology Laboratory, Conception Hospital, AP-HM, Marseille, France, 5APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France, 6INS, INSERM, UMR 1106, Marseille, France |
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Neurofilament light-chain (NF-L) levels in serum and cerebrospinal fluid (CSF) have recently been demonstrated as robust clinical biomarkers in amyotrophic lateral sclerosis (ALS). Nonetheless, the association between NF-L levels and ALS specific neurodegeneration patterns in the precentral cortex, a primarily affected area, has not been fully divulged. Combining 3T and 7T anatomical imaging with NF-L measures, clinical and electrophysiological data, we demonstrated regional-specific degradation within the precentral cortex according to affected limb areas. Further, NF-L levels negatively correlated with cortical thickness within the premotor cortex, suggesting the premotor cortex may be an important contributor to augmented NF-L levels in ALS. |
2048 | Computer 38
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Mild neuroanatomical phenotype in an ALS/FTD mouse model with mutation in C9orf72 |
Aurea B. Martins-Bach1, Carmelo Milioto2,3, Shoshana Spring4, Mireia Carcolé2,3, Thomas J. Cunningham5, Elizabeth M. C. Fisher6, Adrian M. Isaacs2,3, Brian J. Nieman4, Jason Lerch1, and Karla L. Miller1 | ||
1Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom, 2UK Dementia Research Institute at UCL, Faculty of Brain Sciences, University College London, London, United Kingdom, 3Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom, 4Mouse Imaging Centre, The Hospital for Sick Children, Toronto, ON, Canada, 5Mammalian Genetics Unit, MRC Harwell Institute, Oxfordshire, United Kingdom, 6Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom |
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Mutations in the C9orf72 gene are the most prevalent genetic alteration in ALS/FTD. This study investigates neuroanatomical phenotypes in two C9orf72 knock-in mouse models separately expressing either poly-(PR) or poly-(GR) dipeptide-repeats. Ex-vivo structural MRI (40 μm isotropic resolution) was acquired at 7T. After registration, the deformation fields were used to estimate voxels and region-of-interest volumes for comparison between mutants and wild-type mice. Although neuroanatomical phenotypes have been previously described in C9orf72 patients and other ALS/FTD mouse models, 20-month-old poly-(PR) and poly-(GR) mice presented subtle alterations. Further investigations to assess microstructural and histological changes in these mouse models are in progress. |
2049 | Computer 39
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Combined microstuctural and sodium homeostasis alterations in ALS are widespread in fast progressors: a brain DTI and sodium MRI study |
Mohamed Mounir El Mendili1,2, Aude-Marie GRAPPERON2,3, Rémi DINTRICH 1,2,3, Jan patrick STELLMANN1,2, Lauriane PINI1,2, Claire COSTES1,2, Jean-Philippe RANJEVA1,2, Maxime GUYE 1,2, Annie VERSCHUEREN 3, Shahram ATTARIAN 3, and Wafaa ZAARAOUI 1,2 | ||
1Aix Marseille Univ, CNRS, CRMBM, Marseille, France, 2APHM, Hopital de la Timone, CEMEREM, Marseille, France, 3APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France |
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Amyotrophic lateral sclerosis (ALS) is a heterogeneous condition showing variable progression rates. Conventional MRI lacks sensitivity and specificity to detect abnormalities in ALS and is mainly used to exclude ALS-mimics. Non-conventional MRI has gradually characterized specific neurodegeneration features in ALS.The present brain DTI and sodium MRI study evidenced combined microstructural and sodium homeostasis alterations in ALS and widespread damage in fast progressors. Our results confirm previous reports showing that non-conventional MRI technics might contribute to the diagnostic work-up of patients with different clinical profiles, especially when combined with mathematical modeling enabling predicting disease progression trajectory of a single patient. |
2050 | Computer 40
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Precuneus dysconnectivity with heart failure |
Karsten Mueller1, Harald E Möller1, Birol Taskin1, Friederike Thiel1,2,3, Frank Beutner3,4, Andrej Teren3,4, Arno Arno Villringer1,2,3, and Matthias L Schroeter1,2,3 | ||
1Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany, 2Clinic for Cognitive Neurology, University Hospital Leipzig, Leipzig, Germany, 3Leipzig Research Center for Civilization Diseases, Leipzig, Germany, 4Leipzig Heart Center, Leipzig, Germany |
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Our investigations identified the precuneus as the brain region showing a major involvement in connectivity decline in patients with heart failure. Subsequent seed-based correlation analysis showed decreased putamen connectivity related to decline in cognitive performance. In line with these findings and with current Alzheimer’s Disease models showing precuneus connectivity decline as a key feature of brain degeneration, there might be common underlying mechanisms leading to brain connectivity decrease in heart failure and dementia. This hypothesis would be also supported by specific network centrality alterations between precuneus and widely distributed cortical regions particularly in patients showing reduced cognitive performance. |
2051 | Computer 41
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Redefining Access to High-Value MRI: Results from the CAMERA MRI in Africa Needs Assessment Survey |
Jinggang Jenny Ng1, Boaz Ehiogu2, Johnes Obungoloch3, Abiodun Fatade4, Mamadou Diop2,5, Henk-Jan Mutsaerts6, Daniel Alexander7, Mario Forjaz Secca8, Rita Nunes9, Patricia Figueiredo9, Matteo Figni7, Frank J Minja10, Vikas Gulani11, Andrew G Webb12, Iris Asllani13,14, Edward Chege Nganga15, Sola Adeleke16, Godwin Ogbole17, Farouk Dako1, and Udunna C Anazodo5,18 | ||
1Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States, 2Lawson Health Research Institute, London, ON, Canada, 3Mbarara University of Science and Technology, Mbarara, Uganda, 4Crestview Radiology Ltd, Lagos, Nigeria, 5Department of Medical Biophysics, Western University, London, ON, Canada, 6Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Amsterdam, Netherlands, 7Department of Computer Science, University College London, London, United Kingdom, 8Central Hospital of Maputo, Maputo, Mozambique, 9Department of Bioengineering, Instituto Superior, Técnico, Universidade de Lisboa, Lisbon, Portugal, 10Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, United States, 11Department of Radiology, University of Michigan, Ann Arbor, MI, United States, 12Department of Radiology, Leiden University Medical Center, Leiden, Netherlands, 13Clinical Imaging Sciences Centre, Department of Neuroscience, University of Sussex, Brighton, United Kingdom, 14Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY, United States, 15Department of Radiology, Aga Khan University Hospital, Nairobi, Kenya, 16Department of Oncology, Guy’s & St Thomas’ Hospital, London, United Kingdom, 17Department of Radiology, University College Hospital Ibadan, Ibadan, Nigeria, 18Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC, Canada |
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We examined access to MRI in Sub-Saharan Africa to provide a novel framework to address MRI needs. A 68-question needs assessment survey was distributed to collaborators, radiologists and radiographers in Africa, yielding 158 unique responses. Survey responses were analyzed to provide insight into challenges and opportunities for MRI access. Geographical information systems (GIS) were applied to responses from Nigeria to model access to high-value MRI. To our knowledge, this is the first study that used GIS mapping to estimate MRI access. This novel approach can be applied to low-resource settings globally to provide a comprehensive framework to understand MRI access. |
2052 | Computer 42
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Myelination patterns support the last-in-first-out and gain-predicts-loss paradigms in normative aging |
Matthew Kiely1, Curtis Triebswetter1, Zhaoyuan Gong1, Maryam H. Alsameen1, and Mustapha Bouhrara1 | ||
1Magnetic Resonance Physics of Aging and Dementia Unit, National Institute on Aging, Baltimore, MD, United States |
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Using myelin water fraction (MWF), a proxy of myelin content, and diffusion tensor imaging (DTI) indices, we investigated the retrogenesis paradigm in a large cohort of cognitively unimpaired participants spanning a wide age range. Specifically, we assessed the last-in-first-out and gain-predicts-loss hypotheses, describing trends of tissue degeneration across cerebral regions and comparing maturation and degeneration rates within regions. Our MWF results support the last-in-first-out hypothesis, indicating that posterior regions are generally spared from degeneration compared to anterior regions, as well the gain-predicts-loss paradigm, suggesting that the regional maturation and degeneration rates were approximately symmetric. |
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Visualizing uterine fibroid perfusion after MR-HIFU ablations using T2-corrected IVIM and deep learning-based fitting – an explorative study. |
Derk J. Slotman1,2, Lambertus W. Bartels2, Ingrid M. Nijholt1, Edwin Heijman3,4, Martijn Froeling2, and Martijn F. Boomsma1 | ||
1Radiology, Isala Zwolle, Zwolle, Netherlands, 2Image Sciences Institute, Imaging & Oncology Division, University Medical Center Utrecht, Utrecht, Netherlands, 3Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, Cologne, Germany, 4High Tech Campus, Philips Research Eindhoven, Eindhoven, Netherlands |
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Blood volume fraction maps derived from diffusion weighted imaging using intravoxel incoherent motion (IVIM) modeling may be an alternative to contrast-enhanced imaging for visualization of local uterine fibroid perfusion, during magnetic resonance-guided high intensity focused ultrasound (MR-HIFU) ablation procedures. In this study, blood volume fraction maps calculated with a T2-corrected IVIM model were compared to T2-uncorrected parameter maps using two fitting techniques. Based on general inspection, T2-corrected parameter maps from deep learning-based fitting were visually the most appealing. A preliminary evaluation showed a linear association between NPVs delineated on blood volume fraction maps and gadolinium contrast-enhanced T1w scans. |
2125 | Computer 27
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Proof of concept of volumetric MR-temperature monitoring during microwave ablation of liver tumor in a patient |
Pierre Bour1, Thibaut Faller1, Valery Ozenne2,3,4, Bruno Quesson2,3, Max Seidensticker5, and Olaf Dietrich5 | ||
1Certis Therapeutics, Pessac, France, 2INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, Bordeaux, France, 3IHU Liryc, Electrophysiology and Heart Modeling Institute, Hopital Xavier Arnozan, Pessac, France, 4UMR5536 CRMSB, Bordeaux, France, 5Department of Radiology, University Hospital, LMU Munich, Munich, Germany |
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Microwave tumor ablation in the liver is commonly performed in computed tomography scanners with limited imaging capability for real-time monitoring of treatment progression. Performing this procedure under MRI enables to monitor temperature and thermal dose during the ablation. It allows better understanding of the lesion creation and gives better insight of the treatment outcome. In this study, we evaluate a complete MR-guided workflow that include volumetric temperature and dose monitoring during ablation using an ultrafast EPI sequence with respiratory triggering. Results show that spatial extent of the lesion can be monitored and displayed in real-time. |
2126 | Computer 28
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Effect of a lifestyle intervention with plant-based diet on liver and muscle lipids in metabolic syndrome-associated osteoarthritis patients |
C.S. de Jonge1, C.A. Wagenaar2,3, W. Walrabenstein2,3, M.A. Troelstra1, A.J. Nederveen1, and D. van Schaardenburg2,3 | ||
1Amsterdam UMC, University of Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, Netherlands, 2Amsterdam Rheumatology and Immunology Center, Reade, 1056 AB, Amsterdam, Netherlands, 3Amsterdam UMC, Amsterdam Medical Center, 1105 AZ, Amsterdam, Netherlands |
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The aim of this study was to evaluate the effect of a 16-week multidisciplinary lifestyle intervention with a plant-based diet on hepatocellular, intra- and extramyocellular lipid levels in patients with metabolic syndrome-associated osteoarthritis as measured by proton MR spectroscopy. The intervention group (n=17) was compared with the control group receiving usual care (n=15). At the end of the intervention the intervention group showed reduced hepatocellular lipid levels and total body fat mass and improved metabolic and inflammatory markers compared to the control group. There was no observable change of intra- and extramyocellular lipid levels. |
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Real-time quality assurance for volumetric motion estimation during MR-guided radiotherapy |
Niek R.F. Huttinga1, Tom Bruijnen1, Cornelis A.T. van den Berg1, and Alessandro Sbrizzi1 | ||
1Department of Radiotherapy, Computational Imaging Group for MR therapy & Diagnostics, University Medical Center Utrecht, Utrecht, Netherlands |
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Respiratory motion during radiotherapy decreases the time-efficiency of treatments. The MR-Linac can potentially improve this with real-time 3D MR-based motion estimates. Ideally, these estimates should be accompanied with estimation uncertainty to ensure patient safety and spare organs-at-risk during bulk motion or breathing pattern change, but this is typically not provided by state-of-the-art methods. In this work we extend a previously proposed probabilistic framework for real-time motion and uncertainty estimation with a rejection criterion based on the estimation uncertainty. Results show that the proposed rejection criterion preserves low end-point-errors and rejects erroneous motion estimates during bulk motion and breathing pattern changes. |
2128 | Computer 30
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Mass Univariate Regression Analysis on a Three-Dimensional Liver Phenotype: Associations with Disease States |
Marjola Thanaj1, Nicolas Basty1, Madeleine Cule2, Elena P Sorokin2, Jimmy David Bell1, Elizabeth Louise Thomas1, and Brandon Whitcher1 | ||
1Research Centre for Optimal Health, School of Life Science, University of Westminster, London, United Kingdom, 2Calico Life Sciences LLC, South San Francisco, CA, United States |
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Organ MRI measurements have the potential to enhance our understanding of the precise phenotypic changes underlying many clinical conditions. Using liver mesh-based shape analysis we were able to detect significant changes in organ shape in specific anatomical regions associated with anthropometric traits and health conditions including type-2 diabetes and liver disease. We have shown that presence of T2D is associated with increase in liver shape and size. We also showed that the liver disease when accounting for liver fat showed more negative associations with the 3D liver shape phenotype. |
2129 | Computer 31
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Correlation between 18F-FDG PET/MR imaging parameters and histopathological factors from image-guided biopsy in breast |
Ilaria Neri1, Carla Canevari1, Elena Venturini2, Francesca Gallivanone3, Samuele Ghezzo4, Carolina Bezzi1,4, Rosa Di Micco5, Raffaele Menichini1, Annarita Savi1, Valentino Bettinardi1, Maria Picchio1,4, Oreste Gentilini5, Pietro Panizza2, Luigi Gianolli1, and Paola Scifo1 | ||
1Nuclear Medicine, IRCCS San Raffaele Scientific Institute, Milan, Italy, 2Radiology, IRCCS San Raffaele Scientific Institute, Milan, Italy, 3Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), Milan, Italy, 4Vita-Salute San Raffaele University, Milan, Italy, 5Breast Surgery Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy |
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This work investigates the correlations between PET/MR imaging parameters and histopathological factors of breast tumors extracted from image-guided biopsy. Results from our work show that PET and some MR parameters are statistically correlated to histopathological factors. Moreover, the integration of PET and MR (DCE-MR and ADC) parameters might help in the prediction of histopathological factors. |
2130 | Computer 32
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Feasbility of 3D MRCP for patients in both supine and prone position: a comparison study of qualitative and quantitative assessment |
yu zhang1, yun fei zha1, and Weiyin Vivian Liu2 | ||
1Renmin Hospital of Wuhan University, wu han, China, 2GE Healthcare, Beijing, China |
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Increasing evidence has suggested that endoscopic retrograde cholangiopancreatography (ERCP) in the supine position is technically more technically demanding for operators than prone ERCP and leads to a greater risk of adverse cardiorespiratory events. Our results showed no differences in the CR, SNR, and CNR of the CBD between MRCP image sets. The visibility of most pancreaticobiliary ducts, motion artifact, and overall image quality were slightly better on the prone MRCP images than on the supine ones (P < 0.005). Therefore, 3D prone MRCP could provide better visualization and a roadmap directly matched with prone ERCPs for clinicians performing a surgery. |
2131 | Computer 33
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The Subcutaneous Thickness Fraction: A new quantitative imaging metric that correlates with Lymphedema Stage. |
Robert Carson Sibley1, James P. Yoon1, and Andreas M. Loening1 | ||
1Stanford University, Stanford, CA, United States |
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Given the dearth of quantitative metrics for staging lymphedema, we assessed subcutaneous and muscle tissue imaging metrics for patients with lower extremity lymphedema. Subcutaneous and muscle tissue thickness, subcutaneous thickness fraction (subcutaneous /sum of subcutaneous and muscle tissue thickness), and subcutaneous area fraction (subcutaneous / sum of subcutaneous and muscle tissue area) were measured. Leg subcutaneous measures strongly and significantly correlated with International Society of Lymphology lymphedema stage, while thigh subcutaneous measures demonstrated a trend to moderate correlation with stage. As lymphedema typically progresses from the distal to proximal extremity, the greater correlation with the leg is expected. |
2132 | Computer 34
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Preoperative Evaluation of Potential Living Liver Donors with MRI |
Jitka Starekova1, Alexandra A Acher1,2, Frank A Thornton3, and Scott B Reeder1,4,5,6,7 | ||
1Radiology, University of Wisconsin-Madison, Madison, WI, United States, 2Surgery, University of Utah, Salt Lake City, Salt Lake City, UT, United States, 3University of Wisconsin-Madison, Madison, WI, United States, 4Engineering, University of Wisconsin-Madison, Madison, WI, United States, 5Medical Physics, University of Wisconsin-Madison, Madison, WI, United States, 6Medicine, University of Wisconsin-Madison, Madison, WI, United States, 7Emergency Medicine, University of Wisconsin-Madison, Madison, WI, United States |
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The growing need for liver transplantation has led to an increased need for living liver donors. Partial hepatectomy in donors carries significant risk, requiring rigorous preoperative evaluation. Contrast-enhanced MRI and MR cholangiography can assess liver lesions and biliary variants, while chemical shift-encoded MRI and MR elastography detect and quantify fat, iron and fibrosis in unexpected diffuse liver disease. This study summarizes our experience with an extended MRI protocol in 68 potential donors. MRI, in isolation or in combination with other test results identified more than half of patients at risk for surgical complications of liver donation. |
2133 | Computer 35
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Iron Oxide Nanoparticle Magnetic Resonance Lymphangiography (ION-MRL): A New Technique for Imaging the Peripheral and Central Lymphatic System |
Robert Carson Sibley1, Maxim A. Moroz1, Shreyas S. Vasanawala1, and Andreas M. Loening1 | ||
1Stanford University, Stanford, CA, United States |
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MR lymphangiography (MRL) utilizing the clinically available small molecular weight gadolinium contrast agents suffers from diffusion of contrast out of the lymphatic system and into the blood pool. We describe a modified MRL technique where a clinically available iron oxide nanoparticle (ferumoxytol) is used as the lymphatic contrast agent. The higher molecular weight of these nanoparticles results in retention of contrast within the lymphatic system. This simplifies peripheral lymphatic imaging by eliminating the need for vascular contamination suppression techniques and should allow better tracking of contrast through the central lymphatics following pedal injections. |
2134 | Computer 36
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Staging Lymphedema with Dual Agent Relaxivity Contrast Magnetic Resonance Imaging (DARC-MRL) |
Robert Carson Sibley1 and Andreas M. Loening1 | ||
1Stanford University, Stanford, CA, United States |
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This retrospective cross-sectional study assessed different methods for staging lymphedema on Dual Agent Relaxivity Contrast MR Lymphangiography (DARC-MRL). Images from 20 patients (40 limbs) with clinically diagnosed and staged lower extremity lymphedema who had undergone DARC-MRL were assessed for dermal backflow, lymphatic vessel enhancement, and subcutaneous edema, in six regions of the lower limbs. These assessments were translated into a dermal backflow score and an edema score of our own design, as well as a recently published MRL Stage (Soga et al. 2021). All three scores demonstrated strong to excellent correlation with International Society of Lymphology (ISL) clinical stages. |
2135 | Computer 37
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Shutter Speed Model based Quantitative DCE-MRI for Therapeutic Response Assessment of Pancreatic Ductal Adenocarcinoma: A Pilot Study |
Martin Dawson Holland1, David A Hormuth2, Xiaoyu Jiang3, Chase D Christenson4, Desiree E Morgan5, Yufeng Li5, Junzhong Xu3, Thomas E Yankeelov4, and Harrison Kim5 | ||
1Medicine, University of Alabama at Birmingham, Birmingham, AL, United States, 2The University of Texas at Austin, Austin, TX, United States, 3Vanderbilt University, Nashville, TN, United States, 4University of Texas at Austin, Austin, TX, United States, 5University of Alabama at Birmingham, Birmingham, AL, United States |
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Shutter Speed Model (SSM) based Ktrans, ve, kep, and τi in the pancreatic tumors before initiating chemotherapyt were 0.081±0.036 mm-1, 0.258±0.070, 0.320±0.152 mm-1, and 0.247±0.197 μs, respectively, without statistical difference between the responding and non-responding groups. The Ktrans in the tumors favorably responding to chemotherapy increased 72±14%, significantly larger than in the non-responding tumors (2±9%, p=0.0001). The ve in the responding tumors also significantly increased compared to the non-responding group (64±25% vs 3±9%, p=0.0036). However, no statistical difference was found between the responding and non-responding groups in either kep (6±11% vs 11±16%, p=0.6204) or τi (3±47% vs 147±280%, p=0.3408). |
2136 | Computer 38
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Development of an Efficient MRE/MRI Protocol for Multiparametric Assessment of Liver, Spleen, and Kidneys to Diagnose Hepatorenal Syndrome |
Nana Owusu1, Zheng Zhu1, Jiahui Li1, Kevin Glaser1, Yi Sui1, Douglas Simonetto2, Patrick Kamath2, Vijay Shah2, Sudhakar Venkatesh3, Richard Ehman1, and Meng Yin1 | ||
1Radiology, Mayo Clinic, Rochester, MN, United States, 2Gastroenterology, Mayo Clinic, Rochester, MN, United States, 3Mayo Clinic, Rochester, MN, United States |
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An efficient imaging protocol was developed to facilitate diagnosis of hepatorenal syndrome in patients with decompensated cirrhosis. Multiparametric MRI for quantifying perfusion, diffusion, and blood oxygenation, as well as multiparametric MRE for quantifying viscoelasticity and tissue pressure were optimized in preparation for the pilot study predicting hepatorenal syndrome. Results demonstrate the feasibility of the multiparametric protocol and provide motivation for commencing clinical testing. |
2137 | Computer 39
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Initial Observations on the Association of Peri-prostatic Vascular Asymmetry and Extra-prostatic Extension of Prostatic Tumors |
Paul E Summers1, Alessia Minchillo2, Sarah Alessi1, Giuseppe Renne3, Ottavio De Cobelli4,5, Gennaro Musi4,5, Giulia Marvaso4,6, Barbara Alicja Jereczek-Fossa4,6, and Giuseppe Petralia4,7 | ||
1Division of Radiology, IEO, European Institute of Oncology IRCCS, Milano, Italy, 2University of Milan, Milano, Italy, 3Uropathology and Intraoperative Diagnostics, IEO, European Institute of Oncology IRCCS, Milano, Italy, 4Department of Oncology and Hemato-oncology, University of Milan, Milano, Italy, 5Division of Urology, IEO, European Institute of Oncology IRCCS, Milano, Italy, 6Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy, 7Precision Imaging and Research Unit, IEO, European Institute of Oncology IRCCS, Milano, Italy |
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We hypothesized that the presence of asymmetry in the arterial supply of the prostate may provide a correlate of extra-prostatic tumor extension in patients with prostate cancer. In this preliminary study of 40 patients (20 with and 20 without extra-prostatic disease), a radiologist blind to the status of the patients, made a binary choice as to the presence or absence of peri-prostatic vascular asymmetry. Taking the pathological grading as the reference standard, the sensitivity, specificity, positive and negative predictive values were all 0.9. The negative likelihood ratio (LR-) was 0.11, and the positive likelihood ratio (LR+) was 9.0. |
2138
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Computer 40
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Intraoperative MRI-derived 3D ablation margins and correlation with local outcome after MRI-guided cryoablation of small renal tumors |
Nienke S. de Jager1, Tim J. van Oostenbrugge2, Torben Pätz3, Sjoerd F.M. Jenniskens1, Jurgen J. Fütterer1, Hans Langenhuijsen2, and Christiaan G. Overduin1 | ||
1Medical Imaging, Radboudumc, Nijmegen, Netherlands, 2Urology, Radboudumc, Nijmegen, Netherlands, 3Fraunhofer Institute for Digital Medicine, Bremen, Germany |
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MRI-guided cryoablation of small renal tumors relies on achieving sufficient ice ball coverage throughout the entire lesion for effective treatment. However, a volumetric approach to assess treatment margins intraoperatively is currently lacking. This work retrospectively derived three-dimensional ablation margins after cryoablation in 39 kidney tumors using co-registration of intraoperatively acquired pre- and post-ablation MR images. Minimal ablation margins were significantly smaller for cases with versus without local tumor progression. Radiological complete coverage (ablation margin >0 mm) was associated with local control. MRI-derived 3D ablation margins may present a useful intraprocedural tool to assess treatment success. |
2139 | Computer 41
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Interactive Real-Time MRI-Guided Needle Tracking using Scanner Remote Control |
Amanda Aleong1, Junichi Tokuda2, Pedro Moreira2, Ravi Seethamraju3, Gerald Moran4, Himanshu Bhat5, and Robert Weersink6 | ||
1Biomedical Engineering, University of Toronto, Toronto, ON, Canada, 2Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States, 3Siemens Medical Solutions USA Inc., Boston, MA, United States, 4Siemens Healthcare Ltd, Vineland, ON, Canada, 5Siemens Medical Solutions USA Inc., Newton, MA, United States, 6University of Toronto, Toronto, ON, Canada |
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MRI offers the gold standard for delineating cancerous lesions in soft tissue. Minimally invasive needle-based interventions require the accurate placement of multiple long, flexible needles at the target site. The manual tracking of needles in MR images is a time-consuming task that is further challenged by needle deflection. Automated needle segmentation offers the means to evaluate the alignment of the needle to the scan plane. This work demonstrates automatic needle tracking using remote scan control to dynamically update the scan plane of a real-time MR sequence. Automatic scan plane alignment is validated, and the feasibility of needle tracking is assessed. |
2140 | Computer 42
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Vendor Independent Visualization Platform for Neuro Device Guidance and Therapeutic Monitoring Based on Stereotactic OR Workstations |
Robert Moskwa1, Eugene Ozhinsky2, Thomas Lilieholm1, Azam Ahmed3, and Walter F Block1 | ||
1Medical Physics, University of Wisconsin-Madison, Madison, WI, United States, 2Radiology, University of California, San Francisco, San Francisco, CA, United States, 3Neurological Surgery, University of Wisconsin-Madison, Madison, WI, United States |
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The NIH-sponsored international Phase III MISTIE Trial showed that that patients whose residual clot volume was reduced below 15 ml exhibited a statistically higher degree of functional independence. However, CT-image guidance has trouble visualizing clot, brain tissue, and intermediate levels of evacuation. MRI-guidance of ICH evacuations would support far better visualization of clots during attempts at suction or administration of lysing drugs. We present a six panel display whose viewpoints are patterned directly from the Medtronic Stealth workstation. This interface allows for acquisition and display of MR-images in real-time. Viewing planes and image parameters can be changed in real-time. |
2141 | Computer 43
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Establishing a passive motor fMRI protocol for intraoperative 3T MRI: Preliminary results |
Gilbert Hangel1, Jonathan Wais2, Matthias Tomschik2, Gudrun Mayr-Geisl2, Philip Pruckner3, Pedro Cardoso4, Christian Dorfer2, Gregor Kasprian3, and Karl Rössler2 | ||
1Department of Neurosurgery & High Field MR Centre, Medical University of Vienna, Wien, Austria, 2Department of Neurosurgery, Medical University of Vienna, Vienna, Austria, 3Division of Neuroradiology and Musculoskeletal Radiology, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria, 4Medical University of Vienna, Vienna, Austria |
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Using a 3T ioMRI system with an 8-channel intraoperative coil, we developed passive sensorimotor intraoperative fMRI protocol under anaesthesia at our site. We successfully applied it to passive fMRI of hand and foot in an exploratory cohort of four patients, confirming correspondence of activation to preoperative fMRI scans. This is the first reported implementation of intraoperative 3T passive fMRI. |
2142 | Computer 44
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Developing and testing robotic MRI/CT fusion biopsy using a novel home-made interventional phantom |
Edward W Johnston1,2, Nicos Fotiadis1,2, Craig Cummings2, Toby Tyne 2, Jodie Basso1, Christina Messiou1,2, Dow-Mu Koh1,2, and Jessica M Winfield2,3 | ||
1Radiology, Royal Marsden Hospital, London, United Kingdom, 2Institute of Cancer Research, London, United Kingdom, 3MRI Unit, Royal Marsden Hospital, London, United Kingdom |
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MRI/CT fusion may enable MRI-guided biopsy without the requirement for dedicated interventional MRI facilities. Assessment and training in MRI/CT-fusion biopsy requires phantoms containing targets that can be seen on MRI but not on CT and can be biopsied. These requirements are not met using commercially available phantoms. We produced a phantom containing targets that can be appreciated on MRI but not CT, which is reproducible, can be biopsied and assessed for core adequacy. We successfully biopsied targets (1-3cm diameter) using a commercially available interventional robot equipped with work-in-progress MRI/CT-fusion software, including targets with steep out-of-plane angulations, within clinically reasonable timeframes. |
2143 | Computer 45
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Acquiring and Reconstructing UTE-Dixon Fat and Water Images for Generation of Synthetic CT in Thorax on an MR-Linac |
Rosie Goodburn1, Wajiha Bano1, Uwe Oelfke1, and Andreas Wetscherek1 | ||
1Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom |
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Generation of synthetic CT (synCT) for adaptive MR-guided radiotherapy is particularly challenging in the thorax due to the impact of respiratory motion, short-T2* tissues in lung, and a complex tissue-density structure. To address these challenges and provide data suitable for generating thoracic synCTs, we developed a UTE-Dixon sequence with a golden-angle stack-of-stars trajectory. We have demonstrated successful online acquisition and offline reconstruction of UTE, fat, water and B0 images as well as retrospective respiratory gating. Work is ongoing to optimize processing of respiratory-resolution of UTE and Dixon images that will form the input to synCT in thorax on an MR-Linac. |
2144 | Computer 46
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Estimating acoustic intensity in viscoelastic media using MR acoustic radiation force imaging and multifrequency MR elastography |
Ningrui Li1, Pooja Gaur2, Kristin Quah1, and Kim Butts Pauly2 | ||
1Electrical Engineering, Stanford University, Stanford, CA, United States, 2Radiology, Stanford University, Stanford, CA, United States |
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In addition to focal spot localization for non-ablative transcranial ultrasound therapies, MR acoustic radiation force imaging (MR-ARFI) has the potential to estimate the acoustic intensity delivered to the target. However, variability in tissue stiffness and viscosity precludes accurate estimates of acoustic intensity from MR-ARFI displacements alone. We demonstrate that multifrequency MRE can be used to characterize a medium’s viscoelastic response to focused ultrasound, improving estimates of acoustic intensity and enabling safer, more effective treatments. |
2145 | Computer 47
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MAGNETIC RESONANCE ACOUSTIC RADIATION FORCE IMAGING (MR-ARFI) FOR THE MONITORING OF MR-GUIDED HIFU THERAPY |
Karine Choquet1, Jonathan Vappou1, Ounay Ishak1, Afshin Gangi1,2, and Elodie Breton1 | ||
1Université de Strasbourg, CNRS, ICube, UMR 7357, Strasbourg, France, 2Department of interventional imaging, Hôpitaux Universitaires de Strasbourg, Strasbourg, France |
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Tissue biomechanical properties are highly promising biomarkers for HIFU ablation monitoring. A quantitative, MR-acoustic radiation force imaging (ARFI)-based method is proposed for measuring both tissue elasticity and viscosity, together with PRFS-derived temperature. This method is based on the identification of the MR-ARFI focal spot pattern. The method was first validated in a phantom with known properties. The method was then evaluated during HIFU heating in a gelatin phantom. Both elastic modulus and viscosity were found to decrease as temperature increased. These results highlight the ability of this method to provide new, quantitative biomarkers of tissue thermal damage in real time. |
2146 | Computer 48
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Immediate changes in graph metrics following MRgFUS - an investigation using state-of-the-art diffusion image analysis |
Arkiev D'Souza1, Fernando Calamante 1,2,3, Kain Kyle1,4, Stephen Tisch5, Ben Jonker5, Yael Barnett5, Joel Maamary5, Jerome Maller6, Justin Garber1, Michael Barnett1,4,7, and Chenyu Wang1,4 | ||
1Brain and Mind Centre, The University of Sydney, Camperdown, Australia, 2Sydney Imaging, The University of Sydney, Camperdown, Australia, 3School of Biomedical Engineering, The University of Sydney, Camperdown, Australia, 4Sydney Neuroimaging Analysis Centre, Camperdown, Australia, 5St Vincent's Hospital Sydney, Sydney, Australia, 6GE Healthcare Australia, Melbourne, Australia, 7Department of Neurology, Royal Prince Alfred Hospital, Camperdown, Australia |
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MRgFUS (Magnetic Resonance guided focused ultrasound) is an emerging treatment for tremor. The neuroadaptations that accompany desirable clinical outcomes following treatment are not well understood. Diffusion imaging can non-invasively quantify the structural connectivity between brain regions and may help explain tremor suppression mechanisms. Here, advanced diffusion analysis techniques were used to construct structural connectomes before and immediately after MRgFUS treatment in 27 patients with tremor. Graph theory metrics were measured on baseline and follow-up connectomes and differences between sessions were investigated using paired t-tests. Network density, characteristic path length, global efficiency, degree and strength changed following surgery (p<0.05). |
2147 | Computer 49
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AI-Assisted Analysis of Iceball Coverage on Patient Outcomes Following MR-guided Focal Cryoablation for Prostate Cancer: A Retrospective Study |
Nicholas Fordham1,2, Junichi Tokuda1, Pedro Moreira1, Clare M Tempany1, and Kemal Tuncali1 | ||
1Department of Radiology, Brigham and Women's Hospital, Boston, MA, United States, 2Boston University School of Medicine, Boston, MA, United States |
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We conducted a retrospective study of 44 MRI-guided focal cryoablation cases for prostate cancer. Our goal was to evaluate AI-assisted MRI-based assessment of inadvertent cryoinjuries in the surrounding structures as predictors of post-procedural morbidities. Specifically, we estimated the iceball involvement with the external urethral sphincter (EUS) and the neurovascular bundle (NVB) using intraprocedural T2-weighted MRI and correlated with acute postoperative urinary incontinence and erectile dysfunction. The study demonstrated a correlation between incontinence and MRI-estimated iceball involvement with the EUS. However, no correlation was found between erectile dysfunction and the iceball involvement with the NVB. |
2148 | Computer 50
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Platform for Real-Time Multiplane Targeting and Monitoring of Minimally-Invasive Image-Guided Prostate Cryoablation Procedures |
Thomas Lilieholm1, Robert Moskwa1, Eugene Ozhinsky2, David A Woodrum3, Walter F Block1,4,5, and Erica M Knavel Koepsel6 | ||
1Medical Physics, University of Wisconsin - Madison, Madison, WI, United States, 2Radiology, University of California - San Francisco, San Francisco, CA, United States, 3Radiology, Mayo Clinic, Rochester, MN, United States, 4Radiology, University of Wisconsin - Madison, Madison, WI, United States, 5Biomedical Engineering, University of Wisconsin - Madison, Madison, WI, United States, 6Interventional Radiology, University of Wisconsin - Madison, Madison, WI, United States |
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Minimally invasive cryoablation is an effective and safe treatment option for localized low- and intermediate-risk prostate cancers. Precisely placed cryoprobes in cancerous regions of the prostate kill malignant cells by freezing local tissues while being less invasive than prostatectomy, and having a shorter treatment cycle than most radiotherapies. For accurate probe placement, MR-image guidance is often employed, coupled with external probe-guiding apparati. We developed a platform that enables a cohesive workflow to register the probe-guiding apparati, facilitate target selection, select and verify probe trajectory, and monitor the prostate in real-time using multiple planes during probe insertion and cryoablation freeze cycles. |
2149 | Computer 51
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Deep learning-assisted ablative margin analysis for MR-guided prostate focal cryoablation: feasibility and initial retrospective validation |
Daan N. Schouten1, Cees H. Slump2, Jurgen J. Fütterer1,2, Joyce G.R. Bomers1, and Christiaan G. Overduin1 | ||
1Medical Imaging, Radboudumc, Nijmegen, Netherlands, 2Robotics and Mechatronics, University of Twente, Enschede, Netherlands |
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MR-guided focal cryoablation is an emerging treatment option for localized prostate cancer, however local recurrence due to incomplete ablation is not uncommon. Ablation completeness is typically assessed on intraprocedural imaging by side-by-side comparison, but a volumetric approach is lacking. We present a deep learning-assisted algorithm for near real-time ablative margin monitoring during cryoablation procedures. Retrospective validation in 27 patients after MR-guided prostate cryoablation demonstrated significantly smaller minimal ablative margin and percentual tumour coverage for patients with versus without local recurrence. Prospective use may aid physicians in reducing the risk of local recurrence during prostate cryoablation procedures. |
2150 | Computer 52
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Measurement of End-to-End latency in real-time MRI |
Philip Schaten1, Mueed Azhar2, Ansgar Adler3, Michael Steinmetz2,4,5, and Martin Uecker1,3,4 | ||
1Institute for Diagnostic and Interventional Radiology of the University Medical Center Göttingen, Göttingen, Germany, 2Department of Pediatric Cardiology of the University Medical Center Göttingen, Göttingen, Germany, 3Institute of Medical Engineering, Graz University of Technology, Graz, Austria, 4DZHK (German Centre for Cardiovascular Research), Partner Site Göttingen, Göttingen, Germany, 5Goettingen Heart Center, University Medical Center Göttingen, Göttingen, Germany |
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For interventional MRI-guided applications image reconstruction should be without delay to avoid unwanted failure. Since latency is unavoidable it is very important to know it beforehand. For this reason, we present a new method to measure the latency of real-time MRI systems. The main components are two inexpensive optical cameras. No modification of the scanner system is required. Different validations show that our method works reliably. Results from our RT MRI system provide insight into the latency of different protocols. We believe that we have found an inexpensive, easy, and robust way of determining RT MRI latency. |
2151 | Computer 53
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Combining Proton Resonance Frequency Shift and T1-mapping Thermometry with a 3D Spiral Ultra-Short Echo Time Sequence |
Sheng Chen1, Yekaterina K. Gilbo1, Helen L. Sporkin1, Samuel W. Fielden2, Steven P. Allen1,3, John P. Mugler III4, G. Wilson Miller4, and Craig H. Meyer1,4 | ||
1Biomedical Engineering, University of Virginia, Charlottesville, VA, United States, 2Department of Imaging Sciences & Innovation, Geisenger, Danville, PA, United States, 3Electrical and Computer Engineering, Brigham Young University, Provo, UT, United States, 4Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, United States |
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Temperature monitoring plays an essential role in transcranial MR-guided focused ultrasound (tcMRgFUS) surgery for measuring thermal dose at the target. Unintended heating of the skull and nearby brain tissue is not currently monitored. By using a two-echo 3D spiral ultra-short echo time (UTE) sequence, we demonstrate a method that combines T1-mapping and proton resonance frequency (PRF) shift thermometry to simultaneously monitor skull and brain heating and validate it in an in vitro model. |
2152 | Computer 54
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Investigation of heating risks during MR-guided microwave ablation using applicators without active shaft cooling |
Liqiang Ren1, David A Woodrum1, Krzysztof R Gorny1, Joel P Felmlee1, Scott M Thompson1, and Aiming Lu1 | ||
1Radiology, Mayo Clinic, Rochester, MN, United States |
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Execution of MR sequences (RF-heating) and/or microwave energy during MRgMWA may lead to harmful heating at tissue surface with non-cooled MR-conditional applicators. MR imaging was performed using a high SAR sequence and several geometric orientations of phantom/applicators to assess RF-heating impact. Applicator insertion depth (with/without ultrasound gel) and spacing of two applicators on shaft heating were evaluated. Negligible temperature changes due to RF-heating were observed. Significant temperature increases were measured during MWA due to action of MWA system/applicator, which can be mitigated by increasing the applicator insertion depth. Further reduction in temperature change can be achieved by using ultrasound gel. |
2153 | Computer 55
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Feasibility of microwave ablation using two applicators with real-time MR thermometry |
Liqiang Ren1, David A Woodrum1, Krzysztof R Gorny1, Joel P Felmlee1, Christopher P Favazza1, Scott M Thompson1, and Aiming Lu1 | ||
1Radiology, Mayo Clinic, Rochester, MN, United States |
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Simultaneous use of multiple applicators is desirable in MRgMWA when treating large tumors and its feasibility is investigated in phantom experiments to evaluate the impact of MW system on MR image quality and in ex-vivo experiments with porcine tissue to compare MWA procedures with one and two applicators. Relative SNR was dropped from 88.1% with one applicator activated to 54.6% with both activated, yet temperature and tissue damage maps with acceptable image quality were obtained. Simultaneous use of two MW applicators could significantly increase the treatment efficiency with a larger ablation zone when both applicators are properly selected and configured. |
2201 | Computer 14
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Brain GABA and glutathione measurements in convalescent COVID-19 subjects |
Muhammad G. Saleh1, Linda Chang1,2,3, Huajun Liang1, Meghann C Ryan1, Eric Cunningham1, Eleanor Wilson4, Andrea R Levine5, Shyamasundaran Kottilil5, and Thomas Ernst1 | ||
1Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, United States, 2Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, United States, 3Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States, 4Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, United States, 5Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States |
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COVID-19 infection was associated with lower plasma levels of glutathione (GSH), provoking oxidative stress; however, whether GSH levels are also lower in the brain is unknown. COVID-19 survivors (COVID+) also have higher prevalence of psychiatric disorders, possibly due to altered brain GABA. However, brain GABA and GSH levels have not been assessed in convalescent COVID-19 (COVID+) individuals. Using edited MRS, frontal grey matter (FGM) GSH were lower in male COVID+, and COVID+ individuals had greater age-related decline in FGM GSH, compared to uninfected controls. These findings suggest that male COVID+ individuals, especially the older subjects, are susceptible to oxidative stress. |
2202 | Computer 15
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Global network disruption in focal to bilateral tonic-clonic seizures. |
Christina Maher1,2, Arkiev D'Souza1, Michael Barnett1,3,4, Omid Kavehei2,5, Armin Nikpour4, and Chenyu Wang1,3 | ||
1Brain and Mind Centre, The University of Sydney, Sydney, Australia, 2School of Biomedical Engineering, Faculty of Engineering, University of Sydney, Sydney, Australia, 3Sydney Neuroimaging and Analysis Centre, Sydney, Australia, 4Department of Neurology, Royal Prince Alfred Hospital, Sydney, Australia, 5ARC Centre for Innovative Bioengineering, The University of Sydney, Sydney, Australia |
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Focal to bilateral tonic-clonic seizures (FBTCS) are a feature of focal epilepsy, characterised by seizures that spread contralaterally to the origin of ictal discharge. Widespread global network disruption has been shown in patients with FBTCS compared to those with focal epilepsy. A structure-function relationship has been proposed, suggesting the role of the underlying subcortical structures in network alterations. Disease duration has been associated with whole-brain network disruption. Global network disruption may be a subtle marker in differentiating the likelihood of developing FBTCS, allowing treatment to be tailored. |
2203 | Computer 16
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Relationship between internal carotid artery hemodynamics and cerebrovascular events in moyamoya angiopathy based on 4D Flow MRI |
Maoxue Wang1, Jilei Zhang2, and Bing Zhang3 | ||
1The Affiliated Drum Tower Hospital of Nanjing University Medical School, nanjing, China, 2Philips Healthcare, Shanghai, China, 3The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China |
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Little is known of distal internal carotid artery (ICA) hemodynamics in patients with moyamoya angiopathy (MMA) and its relationship with cerebrovascular events. In this study, distal ICA hemodynamics were analyzed using 4D Flow MRI in 70 MMA patients (61 infarct hemispheres and 63 non-infarct hemipheres). Vmax was found to be associated with cerebrovascular event in MMA patients. |
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Longitudinal brain imaging reveals brain white matter changes after COVID-19 in the UK Biobank |
Ivan I. Maximov1,2, Dennis van der Meer2,3,4, Ann-Marie de Lange2,3,5, and Lars T Westlye2,3 | ||
1Western Norway University of Applied Sciences, Bergen, Norway, 2NORMENT, Oslo University Hospital, Oslo, Norway, 3University of Oslo, Oslo, Norway, 4Maastricht University, Maastricht, Netherlands, 5Lausanne University Hospital, Lausanne, Switzerland |
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The COVID-19 pandemic has caused a global health crisis. There are a few indications that this disease has harmful consequences on neurological functioning, besides brain changes following COVID-19 infection have not yet been fully understood. Here, we used UK Biobank (UKB) longitudinal diffusion MRI data acquired before and after COVID-19 tests along the ongoing UKB study. We evaluated brain age gap metrics for the participants with positive and negative test results in order to evaluate COVID-19 consequences on the brain. |
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Inflammation and reduced cortical perfusion assessed by renal MRI during acute kidney injury in critically ill COVID-19 patients |
Eleanor F Cox1, Tomas Luther2, Per Eckerbom3, Jan Weis4, Fredrik Palm5, Robert Frithiof2, Per Liss3, and Susan T Francis1 | ||
1Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom, 2Section of Anesthesiology, Dept of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden, 3Section of Radiology, Dept of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden, 4Department of Medical Physics, Uppsala University Hospital, Uppsala, Sweden, 5Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden |
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Acute kidney injury (AKI) is associated with increased mortality in COVID-19 patients. Multiparametric MRI was performed to study renal perfusion, oxygenation and tissue structure in nineteen COVID-19 intensive care patients. Results are compared between patients with and without COVID-19 associated AKI, and with healthy volunteers (HV). Cortical perfusion was lower in COVID-19 compared to HVs (P=0.0002) with cortex and medullary perfusion lower in AKI compared to non-AKI (P<0.03). Correlations between cortex measures in COVID-19 showed T1 was positively correlated with T2 and ADC, and T2 was positively correlated with ADC and T2* suggesting interstitial oedema resulting from inflammation. |
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Ultrahigh-Field 7T MRI of the Brain of COVID-19 Patients with Neurological Symptoms: An Initial Study |
Shams Rashid1,2, Oleksandr Khegai1, Nathalie Jette3, Puneet Belani1, Puneet Pawha1, Sera Saju1, Allison Navis3, Brian Mathew3, Jonathan Goldstein3, Kapil Gururangan3, Qing Hao3, Anuradha Singh3, Jacqueline Becker4, Bradley Delman1, and Priti Balchandani1,2 | ||
1Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States, 2BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States, 3Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States, 4General Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States |
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Since late 2019, COVID-19 has emerged as a global pandemic that has infected 200 million and killed 5 million. A significant proportion of COVID-19 patients continue to have persistent neurological sequelae after recovery, which are not well understood. In this study, we report our preliminary neuroradiological findings from ultrahigh field MRI at 7T in patients with post-COVID neurological symptoms. We show that numerous heterogeneous abnormalities are present in 7T MR brain images. We expect that these findings may pave the way to explain neurological symptoms in post-COVID patients. |
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Lower Cerebral Venous Oxygenation in Post-acute Sequelae of COVID-19 |
Peiying Liu1, Thomas Ernst1, Huajun Liang1, Dengrong Jiang2, Eric Cunningham1, Zixuan Lin2, Meghann C. Ryan1,3, Hanzhang Lu2, Eleanor Wilson4, Andrea Levine4, and Linda Chang1 | ||
1Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, United States, 2Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States, 3Program in Neuroscience, University of Maryland School of Medicine, Baltimore, MD, United States, 4Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States |
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Post-COVID Syndrome (PCS) is highly prevalent amongst COVID-19 survivors. Neuropsychiatric symptoms are often reported in patients with PCS, suggesting brain involvement in the early stages of COVID-19. One potential etiology is the cerebral microcirculation dysfunction due to SARS-CoV-2 infection, which may affect oxygen delivery and consumption in the brain. In the present study, we investigated the changes in cerebral venous oxygenation, which reflects the balance between oxygen supply and consumption, in convalescent COVID-19 participants with PCS. Our results showed that participants with PCS had altered venous oxygenation in their brain, which was also associated with slower locomotion. |
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Post-Acute COVID-19 Syndrome: Longitudinal 129Xe MRI Ventilation Heterogeneity Measurements |
Harkiran K Kooner1,2, Marrissa J McIntosh1,2, Maksym Sharma1,2, Gaurav V Singh3, Neha Nasir3, Emily Blake3, Inderdeep Dhaliwal4, Michael Nicholson4, Miranda Kirby3, and Grace Parraga1,2,4 | ||
1Robarts Research Institute, London, ON, Canada, 2Department of Medical Biophysics, Western University, London, ON, Canada, 3Department of Physics, Ryerson University, Toronto, ON, Canada, 4Division of Respirology, Department of Medicine, Western University, London, ON, Canada |
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Post-acute COVID-19 syndrome (PACS) is an umbrella term for the long-term symptoms and poor quality-of-life that follow acute SARS-CoV-2 viral-infection in up to 7/10 COVID-19 survivors. The mechanistic understanding of PACS remains poorly understood, which stymies treatment decision-making. In a PACS pilot study, we evaluated hyperpolarized 129Xe MRI ventilation defect percent and texture features to measure potential longitudinal changes. There were no significant differences in 129Xe MRI ventilation texture measurements six-months and 12-months after a baseline visit (12 weeks post-infection). PACS participants exhibited abnormal second-order 129Xe MRI ventilation textures and patchy ventilation, relative to healthy controls, 6-12 months post-infection. |
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The Impact of 3-ply and KN95 Facemasks on Cerebral Blood Flow and Oxygenation |
Aisling Fothergill1,2,3, Christoph Birkl1,4, Christian Kames1,2, Alexander Weber1, and Alexander Rauscher1,2,5 | ||
1UBC MRI Research Centre, University of British Columbia, Vancouver, BC, Canada, 2Department of Physics and Astronomy, University of British Columbia, Vancouver, BC, Canada, 3Geoffrey Jefferson Brain Research Centre, Division of Neuroscience and Experimental Psychology, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom, 4Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria, 5Department of Pediatrics, Division of Neurology, University of British Columbia, Vancouver, BC, Canada |
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Given the increased use of facemasks in everyday life, the impacts of these masks on cerebral blood flow (CBF) and oxygenation needs to be investigated. This study used pseudo-continuous arterial spin labeling (pCASL) and quantitative susceptibility mapping (QSM) to determine changes to grey matter CBF and oxygenation respectively. This was done by comparing facemask and no facemask scans for both 3-ply and KN95 masks. The average percent change between the facemask and no facemask oxygenation/susceptibility were insignificant for both mask types, and only the 3-ply facemask showed a statistically significant increase of 5.5% in CBF when wearing the facemask. |
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Free-breathing low-field MRI of the lung exhibits functional damages associated with persistent symptoms in Covid-19 patients |
Simon Lévy1, Rafael Heiss1, Robert Grimm2, David Grodzki2, Andreas Voskrebenzev3,4, Jens Vogel-Claussen3,4, Florian Fuchs5, Richard Strauss5, Susanne Achenbach6, Daniel Klett5, Jonas Schmid5, Andreas E. Kremer5,7, Michael Uder1, Armin M. Nagel1, and Sebastian Bickelhaupt1 | ||
1Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany, 2MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany, 3Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany, 4Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), Hannover, Germany, 5Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany, 6Department of Transfusion Medicine and Haemostaseology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany, 7Department of Gastroenterology and Hepatology, University Hospital Zürich, Zürich, Switzerland |
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Free-breathing lung images were acquired at 0.55T in 73 Covid-19 patients, on average 5.4 months after the symptoms onset. Perfusion, fractional ventilation and Flow-Volume Loop correlation (FVLc) maps were extracted with the Phase-Resolved Functional Lung analysis technique, and percentages of defect areas were calculated. The most relevant predictors of the presence of persistent symptoms were the areas with concurrent perfusion and FVLc defects, and the areas without defects. Patients could be classified as symptomatic or asymptomatic with an accuracy of 71% when fitting a regression model with these predictors on the entire dataset and their combined score was significantly different. |
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129Xe Gas-Transfer MRI RBC-to-Barrier Ratio in Post-Acute COVID19 Syndrome: Clinically-relevant? |
Alexander M Matheson1, Harkiran K Kooner1, Elianna Bier2, Junlan Lu2, Bastiaan Driehuys2, Miranda Kirby3, Giles Santyr4,5, Mitchell S Albert6, Yurii Shepelytskyi6, Vira Grynko6, Sarah Svenningsen7,8, Alexei Ouriadov9, Inderdeep Dhaliwal10, J Michael Nicholson10, and Grace Parraga1,10 | ||
1Department of Medical Biophysics, Robarts Research Institute, Western University, London, ON, Canada, 2Center for In Vivo Microscopy, Duke University Medical Center, Durham, NC, United States, 3Department of Physics, Ryerson University, Toronto, ON, Canada, 4Hospital for Sick Children, Toronto, ON, Canada, 5Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada, 6Thunder Bay Regional Health Research Institute, Lakehead University, Thunder Bay, ON, Canada, 7Division of Respirology, Department of Medicine, McMaster University, Hamilton, ON, Canada, 8St. Joseph's Healthcare, Hamilton, ON, Canada, 9Department of Physics and Astronomy, Western University, London, ON, Canada, 10Division of Respirology, Department of Medicine, Western University, London, ON, Canada |
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Post-acute COVID19 syndrome (PACS) is an umbrella term for a syndrome of symptoms persisting at least 12 weeks post COVID19 infection. Preliminary studies in PACS patients post-hospitalization revealed abnormally low 129Xe RBC-to-barrier ratios, but the clinical relevance of this is not well-understood. We acquired 129Xe gas-transfer MRI, spirometry, diffusing-capacity-of-the-lung for carbon-monoxide (DLCO) and same-day CT in 39 participants including 30 PACS and 9 never-COVID19 controls. The 129Xe MRI RBC-to-barrier ratio was significantly related to DLCO and significantly lower in both never-hospitalized and ever-hospitalized PACS patients compared to never-COVID19 controls. |
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Hyperpolarized 129Xe MRI is sensitive to variations in gas exchange impairment in patients with long haul COVID-19 |
David Mummy1, Elianna Bier2, Junlan Lu3, Suphachart Leewiwatwong2, Aryil Bechtel4, Isabelle Dummer5, Sakib Kabir1, Jennifer Korzekwinski1, Katherine Williford 6, Shelby Martindale6, Coral Giovacchini6, David Shaz6, Joseph Mammarappallil1, Fawaz Alenezi6, Raymond Kim6, Bastiaan Driehuys1, and Loretta Que6 | ||
1Radiology, Duke University, Durham, NC, United States, 2Biomedical Engineering, Duke University, Durham, NC, United States, 3Medical Physics, Duke University, Durham, NC, United States, 4Physics, Duke University, Durham, NC, United States, 5Bioengineering, McGill University, Montreal, QC, Canada, 6Medicine, Duke University, Durham, NC, United States |
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Many patients who recover from COVID-19 have symptoms that persist long after the acute phase of the disease has subsided, including fatigue and dyspnea on exertion. There is an unmet need for understanding the diverse cardiac and pulmonary causes of these symptoms and to monitor patients longitudinally. We imaged N=6 subjects with long-haul COVID using both cardiac MRI and hyperpolarized 129Xe MRI and spectroscopy. While cardiac imaging did not reveal structural or functional abnormalities, we observed a wide variety of findings on 129Xe MRI, with subjects who had been hospitalized exhibiting the most pronounced gas exchange impairment. |
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Single-shot 3T 1H MRS with dual water/lipid VAPOR suppression for intrahepatic acetylcarnitine detection |
Mijke Buitinga1,2, Julian Mevenkamp1, Florian Haans1, Kim Brouwers1, Patrick Schrauwen2, Lucas Lindeboom1,2, Joachim E Wildberger1, and Vera B Schrauwen-Hinderling1,2 | ||
1Department of Radiology & Nuclear Medicine, Maastricht University Medical Center, Maastricht, Netherlands, 2Department of Nutrition & Movement Sciences, University of Maastricht, Maastricht, Netherlands |
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We have developed a novel 3T 1H-MRS sequence to detect acetylcarnitine. Acetylcarnitine has been investigated by 1H-MRS in the muscle and is thought to play an important role in maintaining metabolic flexibility and insulin sensitivity. As these are hallmarks of metabolic disease, techniques to study acetylcarnitine levels non-invasively are of great interest. The advantage of our approach is the absence of a subtraction scheme and high signal intensity, while both water and lipid resonances are sufficiently suppressed to uncover the acetylcarnitine resonance. This makes our sequence suitable also for detection in tissues susceptible to respiratory motion, such as the liver. |
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Data-driven optimization of intravoxel incoherent motion imaging for clinical endpoints in radiotherapy on a 1.5 T MR-Linac |
Andreas Wetscherek1, Brigid A McDonald2, Ernst S Kooreman3, Angus Z Lau4,5, Ramesh Paudyal6, Amita Shukla-Dave6,7, Liam SP Lawrence4,5, Petra J van Houdt3, and Uulke A van der Heide3 | ||
1Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, United Kingdom, 2Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States, 3Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, Netherlands, 4Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada, 5Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada, 6Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 7Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States |
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Measuring the detectable effect size is crucial for setting up clinical trials involving quantitative MRI for treatment adaptation, response assessment and outcome prediction in MR-guided radiotherapy. For four different tumor sites (brain, head and neck, prostate and rectum) diffusion-weighted MRI protocols were optimized for intravoxel incoherent motion imaging based on minimizing the mean relative error of the IVIM parameters. For full IVIM model fits, 4-5 b-values were found optimal, while a fit with fixed D* was best performed with 3 b-values. MR-Linac systems currently have limitations regarding gradient performance and number of coil channels and qMRI techniques require careful optimization. |
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Multi-parametric MRI on a 0.35 T MR-LINAC: application to prostate radiotherapy treatment follow-up |
Louis Marage1, Igor Bessières1, Magali Quivrin2, Aubignac Léone1, Karine Peignaux-Casanovas2, Gilles Truc2, Paul-Michael Walker1, and Stanislas Rapacchi3 | ||
1Medical Physics, Centre Georges-François Leclerc, Dijon, France, 2Radiotherapy, Centre Georges-François Leclerc, Dijon, France, 3Aix-Marseille Univ, CNRS, CRMBM, Marseille, France |
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- The proposed method allows a comprehensive relaxation times estimation (T1, T2, T2*) on MRgRT systems. - The methodology was validated on phantom and volunteer for accuracy and reproducibility. - For T1 and T2, less than 5 % coefficient of variation was observed and less than 10 % for the T2*. - Trends on 5 patients show a slight decrease and a recovery for the T1 and T2 values in both the boost and whole prostate during their treatment. - The dispersion of T1 and T2 decreased for all patients for the whole prostate whereas it was stable for the boost. |
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Integration of T2* mapping in daily prostate MR-Linac workflow for hypoxia characterisation |
Wajiha Bano1, Kobika Sritharan2, Uwe Oelfke1, Alison Tree2, and Andreas Wetscherek1 | ||
1Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, United Kingdom, 2Department of Radiotherapy, The Royal Marsden NHS Foundation Trust, London, United Kingdom |
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T2* mapping can be a potential biomarker to characterise hypoxia and monitor treatment response throughout the course of MR-guided radiotherapy on an MR-Linac. This study explores the feasibility of integrating T2* mapping in daily prostate MR-Linac workflow using a cohort of patients with prostate cancer. We compared mean T2* values within the prostate with repeated measures acquired twice weekly during radiotherapy. T2* values at the end of treatment were higher than at the first fraction but didn’t show a consistent trend throughout treatment. Integrating T2* mapping with other functional measurements can aid in response based treatment adaptation. |
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On-board pseudo-MRI guidance for prostate radiotherapy on a conventional X-ray guided LINAC |
Wendy Harris1, Ergys Subashi1, Victoria Yu1, Eric Aliotta1, Ricardo Otazo1, and Laura Cervino1 | ||
1Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States |
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Current target localization for prostate radiotherapy on a conventional LINAC consists of acquiring a cone-bean CT (CBCT) image and matching it to implanted fiducial markers inside the prostate due to poor soft-tissue contrast of CBCT. MRI provides better soft tissue contrast and no ionization radiation, but there are very few MR-LINACs, and conventional LINACs with x-ray imaging capabilities are much more ubiquitous. This study proposes to use prior MRI acquisitions, PCA motion modeling, and on-board CBCT from a conventional LINAC to obtain on-board pseudo-MRI for target localization in prostate radiotherapy. |
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Estimation and visualization of geometric fidelity using geometric offset maps for improved guidance in H&N radiation therapy |
Emilia Palmér1, Maria Ljungberg1,2, Anna Karlsson1,2, Fredrik Nordström1,2, Karin Petruson3, and Maja Sohlin1,2 | ||
1Department of Radiation Physics, Institute of Clinical Sciences, University of Gothenburg, Gothenburg, Sweden, 2Department of Medical Physics and Biomedical Engineering, Sahlgrenska University Hospital, Gothenburg, Sweden, 3Department of Oncology and Radiotherapy, Institute of Clinical Sciences, University of Gothenburg, Gothenburg, Sweden |
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In an MRI-only workflow, high geometric fidelity of the MRI data is required. Head and neck (H&N) cancer patients, however, frequently have implants, e.g., dental restorations, causing distortions of the MRI data. Geometric offset maps were computed using B0-map calculated from the Dixon-sequence included in the standard clinical protocol. Even though the implants included in this pre-study did not contribute with a significant geometric offset in the delineated target volume, visualization of the geometric offset maps as such bring additional important information when delineating structures in an MRI-only H&N workflow and could thereby become a promising tool in clinical practice. |
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Multi-modal assessment of dose-related changes in regional lung function in non-small cell lung cancer patients receiving radiotherapy |
Bilal A Tahir1,2,3, Paul JC Hughes2, Jack Atkinson2,3, Isaac Jadav1, Joshua R Astley1,2, Stephen D Robinson1,4, Alberto Biancardi2, Helen Marshall2, Kerry A Hart1,5, James A Swinscoe1, Rob H Ireland1,2, Matthew Q Hatton1,4, and Jim M Wild2,3 | ||
1Department of Oncology and Metabolism, The University of Sheffield, Sheffield, United Kingdom, 2POLARIS, Department of Infection, Immunity and Cardiovascular Disease, The University of Sheffield, Sheffield, United Kingdom, 3Insigneo Institute for in silico medicine, The University of Sheffield, Sheffield, United Kingdom, 4Clinical Oncology, Weston Park Cancer Centre, Sheffield, United Kingdom, 5Radiotherapy Physics, Weston Park Cancer Centre, Sheffield, United Kingdom |
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Radiotherapy plays a central role in the management of lung cancer. However, despite advances, survival of lung cancer patients undergoing radiotherapy remains poor, partly attributable to the incidence of radiation-induced lung injury, which is exacerbated in patients with poor pulmonary function. Both ventilation and perfusion information are vital to providing a complete picture of pulmonary function, ideally in a regional fashion. Here, we develop and apply an image acquisition and analysis pipeline to assess dose-related changes in regional lung function as derived from hyperpolarized gas ventilation and dynamic contrast-enhanced perfusion MRI in lung cancer patients receiving a course of radiotherapy. |
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MR Protocol Optimization for Treatment Planning Simulation of Ocular Melanoma Proton Therapy |
Matthew John Goette1,2, Roelf Slopsema3, Anees Dhabaan3, and Hui-Kuo Shu3 | ||
1Radiology and Imaging Sciences, Emory Healthcare, Atlanta, GA, United States, 2Radiation Oncology, Emory Healthcare, Atlanta, GA, United States, 3Radiation Oncology, Emory University, Atlanta, GA, United States |
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An MR treatment planning simulation protocol for proton therapy in patients with ocular melanoma was optimized using a 70-mm loop coil. |
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Exploring the use of Echo Planar Image Correction (EPIC) for intra operative Diffusion Tensore Imaging. – Initial results |
Svein Are Sirirud Vatnehol1,2, Einar Vik-Mo3, and Ragnhild Marie Undseth1 | ||
1The Intervention Centre, Oslo University Hospital, Oslo, Norway, 2Department of Optometry, Radiography and Lighting Design, University of South-Eastern Norway, Drammen, Norway, 3Department of Neurosurgery, Oslo University Hospital, Oslo, Norway |
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Intra operative MRI with Diffusion Tensor Imaging allows identification of white mater tracks during surgery allowing for a more aggressive approach by the surgeon while preserving eloquent structures. However DTI is prone to artefacts from B0 inhomogeneity. In this abstract we present our initial experiences on the effect of a commercially available Echo Planar Imaging Correction in the intraoperative setting. While overall image quality is increased, further studies on a larger number of patients are required before the clinical effect can be assessed. |
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Use of 7 Tesla MRI for frameless pre-surgical planning with skin-adhesive fiducials |
Andrew J Fagan1, Krystal Kirby1, Emily Koons1, and Kirk M Welker1 | ||
1Radiology, Mayo Clinic, Rochester, MN, United States |
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This study aimed to investigate the use of 7 Tesla MRI for frameless pre-surgical planning for tumor resection applications. Image geometric distortions at the locations of 10 skin-adhered fiducials were minimized in 7 Tesla images, and compared to in vivo results from a current 3 Tesla frameless imaging protocol. Geometric accuracy of < 1 mm was obtained in 7 Tesla images at the surface of a head-shaped phantom. |
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Peri-conceptional Alcohol Exposure Shapes Placental Functions in Fetal Alcohol Spectrum Disorder |
Margaret Caroline Stapleton 1, John Richard Chaillet 2, Eric Goetzman3, Devin R. E. Cortes4, Kristina Elsa Schwab1, Amanda Sferruzzi-Perri 5, Michal Neeman6, Anthony Christodoulou 7, and Yijen L Wu1 | ||
1Developmental Biology, University of Pittsburgh, Pittsburgh, PA, United States, 2Obstetrics, Gynecology & Reproductive Sciences, University of Pittsburgh, Pittsburgh, PA, United States, 3Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States, 4Biomedical Engineering, University of Pittsburgh, Pittsburgh, PA, United States, 5Physiology, University of Cambridge, Cambridge, United Kingdom, 6Biological Regulation, Weizmann Institute, Rehovot, Israel, 7Cedars Sinai Medical Center, Los Angeles, CA, United States |
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Peri-conceptional alcohol (PCA) exposure leading to fetal alcohol spectrum disorder continues to a significant public health concern because alcohol use ceases only after recognition of pregnancy weeks after conception, but the teratogenic damages have already occurred. Our study showed that PCA exposure in mice resulted in compromised placental perfusion and placental capability to adapt to acute hypoxia challenges. Placental abnormalities due to PCA may further exacerbate fetal neurodevelopmental deficits. |
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Evaluation of Placenta Oxygenation and Perfusion in A Rat Model of Fetal Growth Restriction Using Quantitative T2* Mapping and 3D DCE-MRI |
Fatimah Al Darwish1, Bram Coolen1, Fieke Terstappen2, Caren van Kammen2, Lindy Alles1, Raymond Schiffelers2, Titia lely2, and Gustav Strijkers1 | ||
1Biomedical engineering and physics, Amsterdam University Medical Center, Amsterdam, Netherlands, 2University Medical Center Utrecht, Utrech, Netherlands |
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Developing preclinical imaging techniques in the field of preeclampsia is essential to test the effectiveness of new therapeutic approaches. We applied T2* weighted and three-dimensional dynamic contrast-enhanced MRI in a pregnant rat model of reduced uterine perfusion pressure (RUPP) to test their feasibility and ability to detect differences in placental oxygenation and perfusion in RUPP rats compared to control. These techniques produced high-quality data that enabled the assessment of oxygenation and perfusion parameters. Oxygenation was decreased in RUPP placenta; however, perfusion parameters did not reveal differences, which requires further investigations. |
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Non-Invasive Multi-Modal Imaging of Body Composition and Bone Density in Genetically Modified Fshb Mice |
Natalie Serkova1, Julia E Slack2, Jenna L Steiner3, Anna De Schutter3, Aaya AlKassi3, Jamie Henry4, and Mark S Brown3 | ||
1Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States, 2Emory University, Atlanta, GA, United States, 3University of Colorado Anschutz Medical Campus, Aurora, CO, United States, 4Colorado State University, Fort Collins, CO, United States |
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We report on a multi-modal quantitative MRI/ CT imaging protocol for characterizing the comprehensive body composition and bone health in a genetically modified mouse model. Follicle stimulating hormone (FSH) is directly involved in the regulation of estrogen production, osteoclasto-genesis, and adiposity. In this study we show that the deletion of FSH gene (-/-) in the mouse results in increased adiposity and decreased tibia density in male and female mice as they age. Multi-parametric imaging provides a unique opportunity to quantify visceral adiposity levels, muscle mass, and bone density in mutant animals, non-invasively and in real time. |
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Measuring brain temperature changes in the rhesus monkey maintained under isoflurane anesthesia using diffusion MRI |
Xiaodong Zhang1 and Chun-Xia Li1 | ||
1Yerkes National Primate Research Center, Emory University, Atlanta, GA, United States |
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Therapeutic hypothermia can improve neurological recovery and reduce mortality in acute stroke. Pharmacologically-induced hypothermia (PIH) has been investigated in preclinical and clinical studies. Usually the core temperature (rectal or esophageal) is measured to monitor the temperature changes of the subject during the treatment. However, it remains unknown how the brain temperature is affected by PIH as the brain temperature can be different from the core temperature and affected by the anesthesia. In the present study, the brain temperature changes of adult rhesus monkeys maintained under isoflurane for over 3 hours were examined and evaluated using diffusion MRI. |
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Assessing metabolic differences in rodents on high fat diet using Deuterium Metabolic Imaging |
Viktoria Ehret1, Usevalad Ustsinau2, Joachim Friske3, Thomas Scherer1, Clemens Fürnsinn1, Thomas Helbich3, Cécile Philippe2, and Martin Krššák1 | ||
1Division of Endocrinology and Metabolism, Department of Medicine III, Medical University Vienna, Vienna, Austria, 2Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University Vienna, Vienna, Austria, 3Division of Molecular and Structural Preclinical Imaging, Department of Biomedical Imaging and Image-Guided Therapy, Medical University Vienna, Vienna, Austria |
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Deuterium Metabolic Imaging (DMI) is a novel method to assess metabolism in vivo using 2H MR Spectroscopic Imaging (MRSI) combined with the administration of deuterated substrates. In this pilot study, we applied 2D DMI following an intravenous injection of deuterated glucose and palmitic acid to evaluate the differences in liver metabolism of rats on standard and high fat diet at 9.4T. The spectra show a lower uptake of glucose and a higher uptake of palmitic acid after injection in high fat diet rats, indicating that liver metabolism is slowed down in rats with fatty livers. |
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Cortical regions in the apex transmodal network show greatest anatomical variability in infant marmosets |
Stephen Sawiak1,2, Shaun Quah1, and Angela C Roberts1 | ||
1Translational Neuroimaging Laboratory, PDN, University of Cambridge, Cambridge, United Kingdom, 2Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom |
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We created high-resolution paediatric templates of the marmoset brain from infancy to puberty, producing maps of anatomical variability at different ages. We show that greatest variability is present in juveniles and corresponds well with regions in a recently described transmodal apex network of higher order association areas in the marmoset (and human) brain. We hypothesise this time-period of high variability may indicate a period of heightened vulnerability to environmental stressors which may be a causal factor in the development of mental health disorders. |
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Sequence comparison and test-retest analysis for 31P-MRS in mouse brain at 7 Tesla |
Antoine Cherix1, Mohamed Tachrount1, and Jason Lerch1,2 | ||
1Wellcome Centre for Integrative Neuroimaging, WIN-FMRIB, NDCN, University of Oxford, Oxford, United Kingdom, 2Mouse Imaging Centre (MICe), Hospital for Sick Children, Toronto, ON, Canada |
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31P-MRS is challenging in small samples as it suffers from long T1s, short T2s and low nucleus sensitivity (γ). Thus, ultra-high field has been generally preferred for investigating the mouse brain. Less is known about its feasibility at lower field strength with more readily available scanners. Here, we assess the applicability of 31P-MRS in mouse at 7T to study neuroenergetics by comparing 3D-ISIS, PRESS and sLASER. Then, by performing a test-retest analysis and power calculations we assessed the relevance of our method for potential preclinical studies application. |
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Development of in vivo dynamic nuclear polarization (DNP)-MRI at 16 mT for large animals and redox metabolic imaging of acute hepatitis rat model |
Fuminori Hyodo1, Hinako Eto2, Tatsuya Naganuma3, Abdelazim Elsayed ELHELALY1, Masaharu Murata2, Yoshifumi Noda1, Hiroki Kato1, and Masayuki Matsuo1 | ||
1Gifu University, Gifu, Japan, 2Kyushu University, Fukuoka, Japan, 3Japan REDOX Limited, Fukuoka, Japan |
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To use the current methods in clinical practice, the development of a prototype in vivo DNP-MRI system for preclinical examinations of large animals is indispensable for clarifying the problems peculiar to the increase in size of the DNP-MRI device. Therefore, we developed a in vivo DNP-MRI (Overhauser MRI) system with a sample bore size of 20 cm and a 16-mT magnetic field using a U-shaped permanent magnet. The in vivo DNP-MRI system developed was used to non-invasively image the redox reaction of a carbamoyl-PROXYL probe in the livers of large rats weighing 800 g and hepatitis-model rats. |
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Tracking disease progression in mouse models of polycystic kidney disease with high resolution MRI and automated postprocessing |
Florian Schmid1, Georgios Koukos1, Matt Sooknah1, Sanam Assili1, and Johannes Riegler1 | ||
1Calico Life Sciences, South San Francisco, CA, United States |
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We present an improved MRI acquisition and data processing pipeline to assess disease progression in mouse models of polycystic kidney disease. High-resolution anatomical T2 weighted images as well as T2 mapping are used to track changes in kidney volume, cyst burden and tissue composition. We established versatile deep-learning automatic kidney segmentation, trained on a range of kidney disease stages, animal models and image resolutions. |
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Feasibility of Cardiovascular Magnetic Resonance Imaging of In Vivo Mouse Heart using Multitasking at 9.4T |
Zhongmiao Wang1, Yang Ruan1, Qichan Gao1, Hongxia Lei1, Renkuan Zhai1, Yao Xing1, Zhongqi Zhang2, Jian Xu2, and Qi Liu2 | ||
1Wuhan United Imaging Life Science Instrument Co., Ltd., Wuhan, China, 2UIH America, Inc., Houston, TX, United States |
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The feasibility of cardiac T1 mapping in mouse is demonstrated at 9.4T using Multitasking, an ECG-free and free-breathing technique. High spatial- and temporal-resolution T1 maps of healthy mouse hearts without either respiratory or cardiac triggering were obtained. This technique simplifies experimental setup and opens possibilities of investigating numerous heart disease/transgenic mouse models. |
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In vivo imaging of bone marrow endothelial dysfunction promoting myeloid cell expansion in cardiovascular disease |
Katrien Vandoorne1,2, I-Hsiu Lee1, Jana Grune1, Shuang Zhang1, Cameron S. McAlpine1, Maximilian J. Schloss1, Ribhu Nayar1, Gabriel Courties1, Vanessa Frodermann1, Gregory Wojtkiewicz1, Lisa Honold1, Qi Chen3, Yoshiko Iwamoto1, Yuan Sun1, Sebastian Cremer1, Oriol Iborra-Egea4, Christian Munoz-Guijosa4, Fei Ji5, Bin Zhou6, Ralf H. Adams3, Joshua D. Wythe7, Juan Hidalgo8, Hideto Watanabe9, Yookyung Jung10, Anja van der Laan11, Jan J. Piek11, Youmna Kfoury12,13, Pauline A. Désogère14, Claudio Vinegoni1, Partha Dutta15, Ruslan I. Sadreyev5,16, Peter Caravan14, Antoni Bayes-Genis4, Peter Libby17, David T. Scadden12,13, Charles P. Lin1,9, Kamila Naxerova1, Filip K Swirski1, Matthias Nahrendorf1, and David Rohde1,18 | ||
1Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States, 2Biomedical Engineering, Technion, Israel Institute of Technology, Haifa, Israel, 3Max Planck Institute for Molecular Biomedicine, Muenster, Germany, 4Institut del Cor Germans Trias i Pujol, Barcelona, Spain, 5Genetics, Harvard Medical School, Boston, MA, United States, 6State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Institute of Biochemistry and Cell Biology, Chinese Academic of Sciences, Shanghai, China, 7Cardiovascular Research Institute, Department of Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX, United States, 8Institute of Neurosciences and Department of Cellular Biology, Physiology and Immunology, Universitat Autònoma de Barcelona, Barcelona, Spain, 9Institute for Molecular Science of Medicine, Aichi Medical University, Aichi, Japan, 10Wellman Center for Photomedicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States, 11Heart Center, Department of Cardiology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, Amsterdam, Netherlands, 12Center for Regenerative Medicine and Cancer Center, Massachusetts General Hospital, Boston, MA, United States, 13Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, United States, 14Martinos Center for Biomedical Imaging, Department of Radiolog, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States, 15Pittsburgh Heart, Lung, Blood and Vascular Medicine Institute, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States, 16Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States, 17Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States, 18Cardiology, Angiology and Pneumology, Heidelberg University Hospital, Heidelberg, Germany |
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Hematopoietic stem cells at the bone marrow (BM) niche generates excess inflammatory leukocytes harming the heart after a myocardial infarction (MI). Whether MI affects the hematopoietic organ’s microvasculature is unknown. Here intravital microscopy shows that MI triggers endothelial dysfunction, leakage, and angiogenesis in the BM, leading to systemic leukocytosis. These novel findings were imaged by noninvasive PET imaging of integrin αVβ3 activation concomitant with measuring leakiness using dynamic contrast enhanced MRI. Endothelial deletion of Vegf receptor 2 (Vegfr2) curbed emergency hematopoiesis after MI. Our findings establish that MI remodels the vascular BM niche, stimulating hematopoiesis and production of inflammatory leukocytes. |
2323 | Computer 59
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RF Energy Harvesting System for Autonomous Respiratory Sensor in MRI |
Megdouda BENAMARA1,2, Asma Bakkali2, tania-del-socorro Vergara Gomez2,3, Camille Raynard2, Christophe Vilmen3, Pierre Jomin2, Amira Trabelsi2,3, Djamel Berrahou1, Marc Dubois1, Yann Le Fur3, Frank Kober3, David Bendahan3, Emmanuel Bergeret4, Matthieu Egels4, Stefan Enoch2, and Redha Abdeddaim2 | ||
1Multiwave Imaging, Marseille, France, 2Aix Marseille Univ, CNRS, Centrale Marseille, Institut Fresnel, Marseille, France, 3Aix Marseille Univ, CNRS, CRMBM, Marseille, France, 4IM2NP - UMR 7334 CNRS, Aix-Marseille University, Marseille, France, Marseille, France |
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The energy harvesting system was developed for preclinical 4.7 T MRI scanners. The system is composed of a commercial birdcage coil tuned and matched at 200.1 MHz, a harvesting coil and an RF-DC rectifier. The collected energy was used to power a respiratory pressure sensor. The efficiency of the harvesting system was optimized as function of the angular positioning of the harvesting coil in the birdcage. The experiments were carried out with a water phantom and a mouse in vivo. A peak voltage of 1.5V was harvested for 45V input voltage and delivered to a load of 350 Ω. |
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Correlation methods between X- ray phase contrast imaging, MRI and histology for the study of the nervous central system |
Laura Maugeri1, Charles Nicaise2, Maria Guidi3, Aleksandar Jankovski4, Emil Malucelli5, Alejandra Sierra6, Ali Abdollahzadeh6, Raimo A. Salo6, Irene Egidi3, Giuseppe Gigli7, Federico Giove3, Alessia Cedola8, and Michela Fratini8 | ||
1CNR -Institute of Nanotechnology, Lecce Unit & Roma Unit, LECCE, Italy, 2URPhyM – NARILIS, Université de Namur, Namur, Belgium, 3Museo Storico della Fisica e Centro Studi e Ricerche Enrico Fermi, Rome, Italy, 4NEUR division, Université catholique de Louvain (UCLouvain), Institute of NeuroScience (IoNS), Brussels, Belgium, 5Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy, 6A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland, 7CNR -Institute of Nanotechnology, Lecce Unit, LECCE, Italy, 8CNR -Institute of Nanotechnology, Roma Unit, Rome, Italy |
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Many serious pathologies of the central nervous system (CNS) are related to anomalous development or damages to the vascular and neuronal networks. Here, we show our approach based on MRI/XPCT, XPCT/ HISTOLOGY combination in order to study neuronal and vascular alterations following a damage in mouse models. |
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Animal models using C57BL/6J mice are at risk of data misinterpretation due to random occurrences of animals with high levels of brain glutamine |
Ivan Tkac1, Raghavendra Rao2, and Megan Paulsen2 | ||
1Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States, 2Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States |
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Wild-type and transgenic mice derived from the C57BL/6J mouse strain are widely used in animal models of different human diseases. However, this mouse strain suffers from random appearances of sporadic congenital portosystemic shunts resulting in extremely high glutamine levels in the brain. In our recent study aimed at effects of maternal obesity on their offspring we found that in 9 out of 31 studied C57BL/6J mice had high levels of brain Gln. The purpose of this abstract is to highlight the awareness of this persisting problem in animal models based on C57BL/6J background strain. |
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Preclinical MR spectroscopy of GABA: conventional PRESS versus spectral editing with MEGAPRESS and HERMES |
Diana Rotaru1, Steve Sawiak2,3, Camilla Simmons1,4, Eugene Kim1,4, Maria Elisa Serrano Navacerrada1,4, Davide Di Censo1,4, Adrien Le Guennec5, Richard Edden6,7, David Lythgoe1, and Diana Cash1,4 | ||
1Neuroimaging, King's College London, London, United Kingdom, 2Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom, 3Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom, 4BRAIN Centre (Biomarker Research And Imaging for Neuroscience), King's College London, London, United Kingdom, 5NMR Facility, Wolfson CARD, Guy's Campus, King's College London, London, United Kingdom, 6Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, Baltimore, MD, United States, 7F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States |
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In vivo GABA measurements with conventional (PRESS) and spectral editing methods (MEGAPRESS and HERMES) were investigated in healthy mice at 9.4 T. Animals were divided in two groups, control mice injected with saline and mice injected with Aminooxyacetic acid to intentionally elevate GABA concentration levels (n=7 per group). Our results show all three methods successfully discriminate GABA from overlapping metabolites with stronger signals. The precision of concentration estimates is more reliable for spectral editing methods given their specificity to GABA. These outcomes suggest spectral editing methods are less susceptible to systematic biases. |
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MR Spectroscopy of HP [1-13C]Pyruvate in an In Vitro Model of Epilepsy |
Aditya Jhajharia1, Riccardo Serra2, Muznabanu Bachani2, Jemima Olu-Owotade2, Minjie Zhu1, Joshua Rogers1, Alexander Ksendzovsky2, and Dirk Mayer1 | ||
1Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, United States, 2Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, United States |
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In this study, we investigated hyperpolarized (HP) magnetic resonance spectroscopy (MRS) as a means to identify differential lactate release in an in vitro model of epilepsy. When neurons are chronically activated, they increase LDHA expression and upregulate glycolysis as a means of cellular energy metabolism, thus increasing the production of lactate. Using MRS of HP [1-13C]pyruvate, we showed conversion to lactate in a chronic model of epilepsy. These results indicate that metabolic imaging of HP [1-13C]pyruvate can potentially be used as a tool to identify lactate elevations and thus the epileptic focus in epilepsy patients. |
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Inhibition of GSK3 Activity Detected by Glycogen Synthase Activity from Proton MRS at 3T |
Jeff Brender1, Shun Kishimoto1, Jeeva Munasinghe2, Helmutt Merkle2, Kota Yamashita1, Yasunori Otowa1, Kazutoshi Yamamoto1, and Murali Cherukuri Krishna1 | ||
1Radiation Biology Branch, NCI, Bethesda, MD, United States, 2NINDS, Bethesda, MD, United States |
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Glycogen synthase kinase 3 (GSK3) has been tied as a critical factor in the development of multiple major diseases from cancer to Alzheimer’s, but drug development has been stymied by a lack of options to detect GSK3 activity in vivo. We show here that GSK3 activity can be measured accurately in vivo by following the production of glycogen from a single bolus of unlabeled glucose on a standard 3T preclinical imaging system. Imaging of glycogen synthesis was possible at 9.4T by CSI, where it was found in mice to be centered on the olfactory bulb, as expected from post-mortem analysis |
2329 | Computer 65
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High resolution Multi-voxel spectroscopy using CSI-semi-LASER for mouse brain preclinical studies |
Zoona Javed1,2, Gary Martinez3, AnaPaula Candiota1,4,5, Miquel Cabanas2,4, and Silvia Lope2,4 | ||
1Department of Biochemistry and Molecular Biology, Universitat Autonoma de Barcelona, Bellaterra, Spain, 2Servei de Ressonància Magnètica Nuclear, Universitat Autonoma de Barcelona, Bellaterra, Spain, 3Department of Imaging Physics, University of Texas, Houston, TX, United States, 4Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN),, Universitat Autonoma de Barcelona, Bellaterra, Spain, 5Institut de Biotecnologia i de Biomedicina (IBB), Universitat Autonoma de Barcelona, Bellaterra, Spain |
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This work describes an improved multi-voxel Chemical shift imaging (CSI) pulse sequence that uses the semi-LASER localization approach. Bruker CSI sequence containing PRESS localization block (CSI-PRESS) was modified by replacing the aforementioned PRESS block with a semi-LASER one resulting in a CSI-semi-LASER sequence. This work was developed on a 7T Bruker BioSpec 70/30 USR spectrometer running ParaVision 5.1 which does not contain neither built-in blocks for semi-LASER sequence nor adiabatic pulses. The sequence was tested in wt C57/BL6 mouse brain and compared with the stock CSI-PRESS sequence. The results show improved homogeneity and reduction in chemical shift displacement error (CSDE). |
2330 | Computer 66
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Quantitative MR Imaging of Whole Intervertebral Disc: A Pre-Clinical Sample Study |
Jiyo S Athertya1, Alecio F Lombardi2, Jonathan Wong2, Hyungseok Jang1, Saeed Jerban1, Jiang Du1, Koichi Masuda3, Eric Y Chang1,2, and Ya-Jun Ma1 | ||
1Radiology, University of California San Diego, San Diego, CA, United States, 2Radiology Service, Veterans Affairs San Diego Healthcare System, San Diego, CA, United States, 3Orthopedic Surgery, University of California San Diego, San Diego, CA, United States |
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Quantitative MR imaging is a powerful tool for assessing biochemical changes in tissue. In this study, we propose to measure the transverse magnetization relaxation time, diffusivity, and magnetization transfer ratio for a whole intervertebral disc (IVD), including the annulus fibrosis, cartilaginous endplate (CEP), and nucleus pulposus, on a 3T pre-clinical scanner. The sequence parameters were optimized for high resolution and high signal-to-noise ratio imaging and mapping, utilizing the high-performance gradient system on the pre-clinical scanner, and the echo times were sufficiently minimized to capture the fast-decaying CEP signals for all the quantitative imaging sequences. |
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Open-source modular 3D printed platform for in-vivo MRI experiments in awake mice and anesthetized mice and rats |
Zakia Gironda1, Mihály Vöröslakos2, Youssef Wadghiri3, Omid Yaghmazadeh4, and Leeor Alon3 | ||
1Radiology, NYU School of Medicine, NEW YORK, NY, United States, 2Neuroscience Institute, NYU School of Medicine, New york, NY, United States, 3NYU School of Medicine, New York, NY, United States, 4Neuroscience Institute, NYU School of Medicine, NEW YORK, NY, United States |
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Despite their costly nature, the inexactitude of design in off-the-shelf MRI animal holders translates to a fastidious setup, iso-center misalignment, and incorrect animal body positioning. Our open-source 3D-print design provides precise iso-center alignment and minimizes motion artifact using its various head fixing mechanisms. It ensures comfortable positioning for rats and mice during in-vivo anesthetized and awake animal scan acquisition. The modular holder parts enable the same design to be used with other imaging modalities with minimal intervention. The design is low cost, ensures reproducibility and time efficiency of setup. |
2332 | Computer 68
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The effect of gadolinium contrast agent on T1 and T2 relaxation of brain in live and fixed zebrafish MRI |
Noémie Hamilton1, Claire Allen2, and Steven Reynolds3 | ||
1Neuroscience Institute, University of Sheffield, Sheffield, United Kingdom, 2The Bateson Centre, University of Sheffield, Sheffield, United Kingdom, 3Medical School, University of Sheffield, Sheffield, United Kingdom |
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Zebrafish have become a ubiquitous animal model for studying a range of diseases and conditions. Typically, these studies are conducted in transparent juvenal fish where optical imaging techniques can be used. However, this is more difficult in adult zebrafish, restricting their use in longitudinal studies. Brain pathology in adult zebrafish can be imaged by preclinical MRI. Administering gadolinium based contrast agents (GBCA), which can also reduce scanning time, can highlight brain abnormalities such as lesions. T1/T2 values have been reported for gadolinium treated fixed/sacrificed zebrafish, however, this has not been reported for live zebrafish. |
2333 | Computer 69
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Imaging ex-vivo cynomolgus monkey brain in 150 um isotropic resolution |
Chungseok Oh1, Yu Gyeong Kim2,3, Jeongheon Park4, Youngkyu Song4, Chang-Yeop Jeon2, Kyung Seob Lim5, Jincheol Seo2, Jung Bae Seong2, Jee-Hyun Cho4, Youngjeon Lee2, Jongho Lee1, and Hyeong-Geol Shin1 | ||
1Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea, Republic of, 2National Primate Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Cheongju, Korea, Republic of, 3Department of Functional Genomics, KRIBB School of Bioscience, Korea University of Science and Technology (UST), Daejeon, Korea, Republic of, 4Center for Research Equipment, Korea Basic Science Institute, Cheongju, Korea, Republic of, 5Futuristic Animal Resource & Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Cheongju, Korea, Republic of |
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Due to the small size of the cynomolgus brain, imaging the fine structures in the brain is a challenging task. In this study, a sample preparation method is suggested for imaging the ex-vivo cynomolgus monkey brain with sub-millimeter resolution in 7T MRI. Using the proposed method, we acquired 150 um isotropic resolution MR images for whole brain, and the fine structures in the cynomolgus monkey brain was observed. |
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White matter microstructure changes in a Bcan knockout mouse model |
Cristiana Tisca1, Mohamed Tachrount1, Frederik J Lange1, Amy FD Howard1, Chaoyue Wang1, Lily R Qiu1, Benjamin C Tendler1, Jason P Lerch1,2,3, Aurea B Martins-Bach1, and Karla L Miller1 | ||
1Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom, 2Mouse Imaging Centre, Hospital for Sick Children, Toronto, ON, Canada, 3Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada |
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Recent genome-wide association studies using UK Biobank brain imaging datasets showed associations between microstructural MRI measures in white matter and genetic loci of BCAN, a gene encoding a protein implicated in neurodegeneration and synaptic transmission. To investigate these associations, we acquired ex vivo MRI data in a Bcan knockout mouse model. Our results show significant differences in FA and T2* for some tracts in wild-type males compared to homozygous males, with consistent trends of higher FA and MD across WM tracts. Future histology work in the same brains will reveal the biological changes underpinning these differences. |
2335 | Computer 71
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Choroid plexus tissue perfusion and blood to CSF barrier function (BCSFB) in rats measured with continuous arterial spin labeling |
Hedok Lee1, Burhan Ozturk1, Michael Stringer2, Bradley MacIntosh3, Douglas Rothman4, and Helene Benveniste1 | ||
1Anesthesiology, Yale School of Medicine, New Haven, CT, United States, 2Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom, 3Medical Biophysics, University of Toronto, Toronto, ON, Canada, 4Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States |
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In this study choroid plexus tissue perfusion and blood to CSF barrier function in rats were studied using long and short TE continuous arterial spin labeling technique. Non-mono exponential perfusion weighted signal decay in the CP was modelled by a two-compartment perfusion model and we report that partial volume effect is significant and must be considered to derive accurate choroid plexus tissue perfusion measurements. |
2336 | Computer 72
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Evaluating ultra-short echo time (UTE) cerebral blood volume (CBV)-based fMRI using an iron-oxide contrast agent in mouse visual cortex at 9.4T |
Naman Jain1, Saskia Bollmann1, Jonathan R. Polimeni2,3,4, Kai-Hsiang Chuang1,5, and Markus Barth1,6,7 | ||
1Centre for Advanced Imaging, St. Lucia, Australia, 2Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States, 3Department of Radiology, Harvard Medical School, Boston, MA, United States, 4Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, United States, 5Queensland Brain Institute, The University of Queensland, St. Lucia, Australia, 6School of Information Technology and Electrical Engineering, St. Lucia, Australia, 7ARC Centre for Innovation in Biomedical Imaging and Technology, The University of Queensland, St. lucia, Australia |
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CBV-based fMRI has been demonstrated to have better spatial specificity than BOLD. CBV estimates based on iron-oxide contrast agents (CA) reflect this microvascular sensitivity, however because of strong extravascular dephasing CBV changes within large vessels are more difficult to detect. Here, we measured functional CBV changes after injecting CA with UTE-MRI and found positive signal changes (+0.5%) predominantly localized at large vessels at a TE of 0.164ms, and negative signal changes (-2%) at a TE of 4ms localized within the tissue. This indicates sensitivity to different vascular compartments at different TEs reflecting the respective T1 and T2* effects of CA. |
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Estimating Hemodynamic Response Function Using Simultaneous fMRI and Calcium Recording |
Shabnam khorasani gerdekoohi1, Pankaj Sah1, and Kai-Hsiang Chuang1 | ||
1Queensland Brain Institute, The University of Queensland, Brisbane, Australia |
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· Evoked BOLD and calcium signals were recorded in the visual pathway using standard (TR=1s) and ultrafast (TR=0.3s) EPI of two TEs. · Hemodynamic response function was estimated based on neuronal calcium activity. HRF estimated from ultrafast fMRI shows faster kinetics in the lateral geniculate nucleus than the visual cortex. · BOLD signal was predicted from calcium signal convoluted by HRF. Using ultrafast fMRI significantly improved the accuracy of the predicted BOLD. |
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DTI and fMRI Biomarkers in a Pig Model of Pediatric Traumatic Brain Injury |
Alesa Hughson Netzley1, Andrew Badachhape2, Lauren Wade-Kleyn3, Jie Huang4, Kirk Munoz5, Aimee Colbath5, Avner Meoded2, and Galit Pelled1 | ||
1Biomedical Engineering, Michigan State University, East Lansing, MI, United States, 2Radiology, Baylor College of Medicine, Houston, TX, United States, 3Neuroscience, Michigan State University, East Lansing, MI, United States, 4Radiology, Michigan State University, East Lansing, MI, United States, 5Veterinary Medicine, Michigan State University, East Lansing, MI, United States |
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The goal of this work is to identify MRI biomarkers of mild traumatic brain injury (mTBI) using a pig model of pediatric concussion. We have found changes in the brain using DTI and fMRI in the days and weeks immediately following injury. We also collected data from a battery of cognitive, emotional, and motor assessments. Together, we anticipate these data will help us to identify biomarkers of injury that will improve diagnostics of children to decrease the risk of post-injury complications. |
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Resting-state single-vessel cerebral blood velocity by phase contrast fMRI |
Yuanyuan Jiang1, David Christopher Hike1, and Xin Yu1 | ||
1Massachusetts General Hospital, Martinos Center for Biomedical Imaging, Charlestown, MA, United States |
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This research utilizes a novel high-resolution phase-contrast (PC) MRI method to measure resting-state fluctuation of cerebral blood flow-related velocity (CBFv) from penetrating vessels in the rat parietal cortex. This novel PC-based mapping scheme has identified vessel-specific correlation and anti-correlation patterns between venules and arterioles with the low-frequency oscillatory features less than 0.05Hz in anesthetized rat brains. By combining PC-based CBFv fMRI and single-vessel cerebral blood volume (CBV)-fMRI, we will further study the vasodynamic changes in diseased animal models. |
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Bilateral homotopic rs-fMRI connectivity strength is not primarily mediated by direct corticocortical interaction |
Won Beom Jung1, Haiyan Jiang1,2, and Seong-Gi Kim1,2 | ||
1Center for Neuroscience Imaging Research (CNIR), Suwon, Korea, Republic of, 2Department of Biomedical Engineering, Sungkyunkwan University, Suwon, Korea, Republic of |
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Functional connectivity measured by rs-fMRI have generally shown a bilateral organization in homotopic cortices, presumably related to the intrinsic network of spontaneous activity. Alternatively, cortical silencing suppresses spontaneous output activity from the inactivated site and reduces input to downstream areas. Thus, the decrease in fMRI responses due to cortical silencing is related to the strength of resting-state connectivity between the stimulation site and the connected regions. To examine the contribution of spontaneous neuronal communications to bilateral homotopic connectivity of rs-MRI, we compared the somatosensory network by rs-fMRI with cortical silencing fMRI by optogenetic stimulation of interneurons and anatomical tracing data. |
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Hypercapnia does not change CMRO2: Data from mouse studies using multimodal NIRS-MRI at 9.4T |
Mada Hashem1,2,3,4, Ying Wu2,3,4, and Jeff F. Dunn2,3,4 | ||
1Biomedical Engineering Graduate Program, University of Calgary, Calgary, AB, Canada, 2Department of Radiology, University of Calgary, Calgary, AB, Canada, 3Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada, 4Experimental Imaging Centre, University of Calgary, Calgary, AB, Canada |
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Non-invasive quantitative imaging of cerebral metabolic rate of oxygen (CMRO2) is essential to understand oxidative metabolism in health and disease. Hypercapnia is often used as a calibration for MRI methods associated with quantifying CMRO2. Here we show that CMRO2 remains constant during hypercapnia. We also provide a novel multimodal NIRS-MRI system that can assess absolute values of multiple metabolic correlates noninvasively in living mouse brain, and with no need for calibration with gas mixtures. Moreover, this technique is capable to monitor mitochondrial status by measuring the redox state of cytochrome oxidase, the enzyme responsible for oxygen consumption in the cell. |
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The Digital Brain Bank, an open access platform for post-mortem datasets |
Benjamin C. Tendler1, Taylor Hanayik1, Olaf Ansorge2, Sarah Bangerter-Christensen2, Gregory S. Berns3, Mads F. Bertelsen4, Katherine L. Bryant1, Sean Foxley1,5, Martijn P. van den Heuvel6,7, Amy F.D. Howard1, Istvan N. Huszar1, Alexandre A. Khrapitchev8, Anna Leonte2, Paul R. Manger9, Ricarda A.L. Menke1, Jeroen Mollink1, Duncan Mortimer1, Menuka Pallebage-Gamarallage2, Lea Roumazeilles10, Jerome Sallet10,11, Lianne H. Scholtens6, Connor Scott2, Adele Smart1,2, Martin R. Turner1,2, Chaoyue Wang1, Saad Jbabdi1, Rogier B. Mars1,12, and Karla L. Miller1 | ||
1Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom, 2Division of Clinical Neurology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom, 3Psychology Department, Emory University, Atlanta, GA, United States, 4Centre for Zoo and Wild Animal Health, Copenhagen Zoo, Copenhagen, Denmark, 5Department of Radiology, University of Chicago, Chicago, IL, United States, 6Department of Complex Trait Genetics, Centre for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam, Netherlands, 7Department of Child Psychiatry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands, 8Medical Research Council Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom, 9School of Anatomical Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa, 10Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom, 11Stem Cell and Brain Research Institute, Université Lyon 1, INSERM, Lyon, France, 12Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands |
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We introduce the Digital Brain Bank (open.win.ox.ac.uk/DigitalBrainBank), a digital platform providing open access to curated, multimodal post-mortem neuroimaging datasets. Datasets span three themes; Digital Anatomist: datasets for neuroanatomical investigations; Digital Brain Zoo: datasets for comparative neuroanatomy; Digital Pathologist: datasets for neuropathology investigations. The first release includes 21 distinctive whole-brain diffusion MRI datasets, alongside microscopy and complementary MRI modalities. This includes one of the highest-resolution whole-brain human diffusion MRI datasets ever acquired, whole-brain diffusion MRI in 14 non-human primate species, and one of the largest post-mortem whole-brain cohort imaging studies in neurodegeneration. Our resource facilitates incorporating post-mortem data into neuroimaging studies. |
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Brain morphometric discrepancies between cynomolgus and rhesus macaques |
Rakshit Dadarwal1,2 and Susann Boretius1,2 | ||
1Functional Imaging Laboratory, German Primate Center, Göttingen, Germany, 2Georg-August-University Göttingen, Göttingen, Germany |
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Cynomolgus and rhesus macaques are widely used in biomedical research due to their physiological proximity to humans, and both are often referred to as macaques. However, the brain morphology of cynomolgus and rhesus macaques differs. Interestingly, as shown here by a Jacobian-determinant-based approach, the smaller cynomolgus brain is not only a scaled-down version of the rhesus macaques. For instance, the gray-to-white matter ratio differs significantly between the two species. |
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Qualitative assessment of Ex-vivo Manganese-Enhanced MRI of gyrencephalic brains |
Nathalie Just1, Martine Batailler2, Jean-Philippe Dubois2, and Martine Migaud2 | ||
1DRCMR, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark, 2INRAE, Nouzilly, France |
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In-vivo Manganese-Enhanced MRI (MEMRI) studies have shown important potential in rodents for the delineation of cytoarchitectural brain features and of functional details. Ex-vivo MEMRI on the other hand offers the possibility to investigate brain microstructure and function with improved spatial resolution and no motion artefacts. Here, ex-vivo lamb brains were immersed in a highly concentrated MnCl2 solution for a month and revealed interesting cytoarchitectural features already 24 hours after immersion and up to 3 months after the end of immersion on MPRAGE images at 3T. A novel ex-vivo MEMRI approach is proposed, which could benefit MEMRI translation to human studies. |
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Probing compartment-specific diffusion in the brain with 13C diffusion-weighted MRS of hyperpolarized pyruvate and lactate: initial results |
Mélissa Vincent1, Xiao Gao2,3, Myriam Chaumeil2,3, and Julien Valette1 | ||
1MIRCen / Neurodegenerative Diseases Laboratory, CEA, Fontenay-aux-Roses, France, 2Department of Physical Therapy and Rehabilitation Science, UCSF, San Francisco, CA, United States, 3Department of Radiology and Biomedical Imaging, UCSF, San Francisco, CA, United States |
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Here we propose to use 13C diffusion-weighted MRS of hyperpolarized pyruvate and lactate to probe diffusion properties in distinct compartments of the mouse brain, tentatively extracellular (ECS) and intracellular spaces (ICS). Hyperpolarized 13C-pyruvate is injected intravenously and taken up by the brain before entering cells, where it is quickly converted to lactate, so that 13C-pyruvate concentration in ICS must remain low, while newly produced 13C-lactate should remain predominantly intracellular during the relatively short measurement time. We measure faster diffusion for pyruvate even after removing IVIM effect, suggesting faster diffusion in the ECS, and slow release of lactate in the ECS. |
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Diffusion MRI protocol optimization for ex vivo mouse whole-brain tractography at 100μm isotropic resolution |
Elise Cosenza1, Laurence Dallet1, Aurélien Trotier1, Emeline Ribot1, Laurent Petit2, and Sylvain Miraux1 | ||
1Centre de Résonance Magnétique des Systèmes Biologiques, UMR5536, CNRS, Bordeaux, France, 2Groupe dImagerie Neurofonctionnelle, Institut Des Maladies Neurodegeneratives, UMR5293, CNRS, CEA University of Bordeaux, CNRS, Bordeaux, France |
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A protocol, including Gadolinium-DOTA perfusion or immersion and Diffusion-Weighted multi-shot Spin-Echo EPI was developed to obtain 100μm isotropic resolution tractogram on ex vivo mouse brain. A 3mM Gd-DOTA concentration combined with 16 EPI shots at short TR (400 ms) allows to whole-brain tractograms of excellent quality and reproducible on the 15 mouse brains analyzed. |
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Selective galactose culture condition reveals distinct metabolic signatures in complex I and V deficient human skin fibroblasts by 1H HR-MAS NMR |
Christoph Meyer1,2,3, Damian Hertig1,2, Christian Urzi1,2,3, Janine Arnold2, Jean-Marc Nuoffer2,4, and Peter Vermathen1 | ||
1Magnetic Resonance Methodology, Institute of Diagnostic and Interventional Neuroradiology, University Bern, Bern, Switzerland, 2Institute of Clinical Chemistry, University Hospital Bern, Bern, Switzerland, 3Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland, 4Department of Pediatric Endocrinology, Diabetology and Metabolism, University Children’s Hospital of Bern, Bern, Switzerland |
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Mitochondrial respiratory chain defects present as highly heterogeneous disorders which cannot be unambiguously diagnosed using standard laboratory methods. In this study we observed the biochemical consequences of complex I and complex V deficient human skin fibroblasts when cultivated under galactose stress condition compared to glucose based cell culture condition. We investigated extracellular flux using Seahorse XFe96 cell analyzer and assessed the metabolome fingerprints using High Resolution Magic Angle Spinning NMR. The selective culture method reveals CI and CV defect-specific changes in metabolites associated with the TCA cycle, malate aspartate shuttle and choline metabolism. |
2420 | Computer 49
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Characterization of Self-assembled G4·K+ Hydrogel using CEST MRI |
Xiaoling Gong1, Xiaoxiao Zhang2, Xiaoyong Zhang2, and Bing Wu1 | ||
1Department of Radiology, West China Hospital, Sichuan University, Chengdu, 610041, People’s Republic of China, Chengdu, China, 2Philips Healthcare, Beijing, China |
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CEST MRI is a novel molecular imaging technique in which the contrast is generated by the dynamic exchange between the exchangeable proton and water. Self-assembled G4·K+ Hydrogel can be fully characterized by its intrinsically endowed CEST contrast. |
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Cross-Linked Protoporphyrin IX polymer as Efficient, Tunable CEST MRI NanoPlatform for molecular Imaging |
Xiaoxiao Zhang1, Zhigang Wu1, Peng Sun1, Zhiwei Shen1, Liangjie Lin1, Geli Hu1, Haoyu Huang1, and Jiazheng Wang1 | ||
1Philips Healthcare, Wuhan, China |
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CEST MRI is an novel molecular imaging technique in which the contrast is generated by the dynamic exchange between the exchangeable proton and water. Porphyrin and its analogues are a promising class of highly sensitive, diamagnetic CEST agents with highly upfield shifted protons. We synthesized a water-soluble polymeric CEST MRI agent grafted with protoporphyrin IX(PpIX). The PpIX polymeric agent resonated at -13.5 ppm from water and showed excellent CEST MRI properties. |
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A Highly Water-soluble Hemin-Based Polymeric Contrast Agents for Magnetic Resonance Imaging |
Xiaoling Gong1, Xiaoxiao Zhang2, Xiaoyong Zhang3, Kai Ai4, and Bing Wu5 | ||
1Departments of Radiology, West China Hospital, Sichuan University, Cheng du, China, 2Department of Clinical, Philips Healthcare, China, Wuhan, China, 3Department of Clinical, Philips Healthcare, China, Chengdu, China, 4Department of Clinical, Philips Healthcare, China, Xian, China, 5Departments of Radiology, West China Hospital, Sichuan University, Chengdu, China |
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Contrast agents play a significant role in clinical MRI and are administered to detect pathology in over a third of clinical scans. Gadolinium (Gd)-based contrast agents (GBCAs) are the mainstream MRI contrast agents used in the clinic. Although GBCAs have shown efficacy and are safe to use with most patients, some GBCAs have a small risk of adverse effects, such as nephrogenic systemic fibrosis (NSF) and gadolinium deposition in the human brain. Therefore, developing novel Gd-free MRI contrast agents are in great demand. Herein, we developed a new type of MRI contrast agent using naturally derived hemin to shorten the T1 relaxation time of water.
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Considering whole body metabolism in hyperpolarized MRI – an alternative way to quantification and normalization? |
Steffen Houe Sejersen1, Camilla Rasmussen1, Nikolaj Bøgh1, Esben Hansen1, Rolf Schulte2, and Christoffer Laustsen1 | ||
1MR Centeret, Klinisk Institut, AU, Århus C, Denmark, 2GE Healthcare, Munich, Germany |
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Hyperpolarized [1-13C]pyruvate MRI is an exciting emerging clinical tool for metabolic imaging. It has the potential for absolute quantitative metabolic imaging. However, in contrast to the most abundant metabolic imaging techniques, the signal itself is less quantitative by nature and, thus the most abundant analyses are relative or semiquantitative. Here, we propose a simple normalization to the whole body metabolic oxidative metabolism to overcome this limitation. |
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Hyperpolarising 13C-glucose with an endogenous labile photoinduced radical |
Jennifer Lewis1, Adam Gaunt1, Irene Marco-Rius1, and Arnaud Comment1,2 | ||
1Cambridge University, Cambridge, United Kingdom, 2General Electric Healthcare, Chalfont St Giles, United Kingdom |
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The use of the endogenous molecule alpha-ketoglutarate (α-KG) as a non-persistent radical is examined to hyperpolarise 13C-glucose. A radical build-up curve was obtained and the maximum radical concentration was calculated to be 29 ± 3 mM. The microwave irradiation frequency was then examined to optimise the polarisation transfer between the electron on α-KG and glucose. A dissolution was successfully carried out and a hyperpolarised 13C spectrum of 13C-glucose was obtained. |
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DEXSY Reveals Water Exchange Coupled to Activity |
Nathan H. Williamson1,2, Rea Ravin1, Teddy X. Cai1,3, Melanie Falgairolle4, Michael J. O'Donovan4, and Peter J. Basser1 | ||
1National Institute of Child Health and Human Development, Potomac, MD, United States, 2National Institute of General Medical Sciences, Potomac, MD, United States, 3Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, Oxford, United Kingdom, 4National Institute of Neurological Disorders and Stroke, Potomac, MD, United States |
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Currently, no MRI method exists to non-invasively and absolutely measure cellular activity. One approach is to quantify steady-state transmembrane water exchange rates. Diffusion Exchange Spectroscopy (DEXSY) non-invasively and directly encodes for exchange of endogenous components. Using DEXSY-based methods implemented on a low-field, high-gradient MR system, we show in viable ex vivo neonatal mouse spinal cord samples that the rate at which water exchanges across cell membranes decreases drastically after perturbation known to induce persistent membrane depolarization. We also show that the exchange rate recovers to normal values after perturbations known to restore membrane potential. |
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Free Water Imaging in a Pig Model of Traumatic Brain Injury |
Drew Parker1, Victoria E. Johnson2, H. Isaac Chen2,3, John A. Wolf2,3, and Ragini Verma1 | ||
1DiCIPHR (Diffusion and Connectomics in Precision Healthcare Research) Lab, University of Pennsylvania, Philadelphia, PA, United States, 2Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States, 3Center for Neurotrauma, Neurodegeneration & Restoration, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, United States |
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The way brain injury can evolve has different manifestations on imaging in multiple MRI modalities, pointing to different pathological etiologies. The true picture can be seen only by correcting for free water, as it biases all the diffusion measurements, especially the longitudinal outcome. While this has been observed in humans, it is for the first time free water analysis has been carried out in a gyrencephalic pig model of TBI. In the future, co-registration with histopathological outcomes will be undertaken to verify the specificity of the diffusion measurements, which will lay the foundation for interpretation of unbiased diffusion measurements. |
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Elucidating dynamic anaerobic metabolism in obligate anaerobes with living cells |
Leo Cheng1, Aidan Pavao2, Brintha Girinathan2, Johann Peltier3, Pamela Altamirano Silva4, Bruno Dupuy5, Isabella Muti1, Craig Malloy6, and Lynn Bry2 | ||
1Radiology and Pathology, Massachusetts General HospitalMassachusetts General Hospital, Harvard Medical School, Charlestown, MA, United States, 2Massachusetts Host-Microbiome Center, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States, 3Institut Pasteur, Université de Paris, Paris, France, 4Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, San Jose, Costa Rica, 5Laboratory of the Pathogenesis of Bacterial Anaerobes, Institut Pasteur, Université de Paris, Paris, France, 6Radiology, The University of Texas Southwestern Medical Center, Dallas, TX, United States |
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Anaerobic microbial metabolism drives critical functions within global ecosystems, host-microbiota interactions, and industrial applications, yet remains ill-defined. We resolved dynamic metabolism in living cells of the anaerobic pathogen Clostridioides difficile using High-Resolution Magic Angle Spinning (HRMAS) Nuclear Magnetic Resonance (NMR) spectroscopy to inform genome-scale predictions of cellular metabolism. Analyses leveraged the sensitivity of 13C NMR spectroscopy to simultaneously track cellular carbon and nitrogen flow from fermentable 13C and 15N-labeled substrates. We illustrate a versatile approach to elaborate complex anaerobic metabolism for clinical, scientific, and industrial applications. |
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Time dependence of the diffusion and kurtosis tensors in strongly filtered diffusion signals |
Noam Shemesh1, Andrada Ianus1, and Sune N Jespersen2,3 | ||
1Champalimaud Centre for the Unknown, Lisbon, Portugal, 2Center for Functionally Integrative Neuroscience, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark, 3Department of Physics and Astronomy, Aarhus University, Aarhus, Denmark |
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The sensitivity of diffusion MRI (dMRI) towards microstructural features is quite high, but its specificity is low due to the ubiquity of water in biological tissues. Here, we harness a strongly filtered diffusion kurtosis imaging (DKI) approach to (i) suppress fast diffusion spins typically associated with extracellular space and (ii) measure the time dependencies of the full filtered diffusion and kurtosis tensors in an ex-vivo mouse brain at 16.4T. Following the application of a very strong filter of b1=15ms/µm2 perpendicular to axon fibers, we find signatures for restricted diffusion that are tentatively associated with intracellular space. |
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Temperature and Concentration Dependence of Diffusion Kurtosis Parameters in a Quantitative Phantom |
Dariya I. Malyarenko1, Thomas L Chenevert1, Shigeto Ono2, Ted Lynch2, and Scott D. Swanson1 | ||
1Radiology, University of Michigan, Ann Arbor, MI, United States, 2CIRS, Inc, Norfolk, VA, United States |
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Recently developed quantitative phantom based on lamellar-vesicles provides the range of tissue relevant diffusion kurtosis parameters for accurate evaluation of advanced multi-b DWI protocols and parametric diffusion models. This work studies temperature dependence of phantom diffusion kurtosis parameters to supply accurate nominal parameter values for typical scan room temperature range. |
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A Transceiver Coil for improved in ovo Imaging of the Chorioallantoic Membrane at 7T |
Mirsad Mahmutovic1, Manisha Shrestha1, Matthäus Poniatowski1, Jarmila Jedelská2, Udo Bakowsky3, Alexander M. König2,4, Andreas H. Mahnken2,4, and Boris Keil1 | ||
1Institute of Medical Physics and Radiation Protection, TH Mittelhessen University of Applied Sciences, Giessen, Germany, 2Center for Tumor Biology and Immunology, Core Facility for Small Animal MRI, Marburg, Germany, 3Department of Pharmaceutics and Biopharmaceutics, Philipps-University of Marburg, Marburg, Germany, 4Department of Diagnostic and Interventional Radiology, Philipps-University of Marburg, Marburg, Germany |
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The chorioallantoic membrane (CAM) model is a simple and low-cost model that allows screening of a large number of pharmacological samples. It is used in preclinical research as an intermediate step between in vitro and in vivo experiments and does not require approval by the animal experiment ethics committee. Latest studies show that MRI is a suitable imaging modality for evaluating drug delivering systems with the CAM-model. However, appropriate hardware for high-resolution MR imaging of the CAM model is still missing. To fill this gap, we designed, constructed, and evaluated a transceiver solenoid coil for in ovo imaging at 7T. |
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Reusable 3D Printed Ex-vivo Brain Enclosure and Two-Piece Cutting Guide for Axial and Coronal MRI Registration with Gross Anatomy Photographs |
Jacob Patrick Berardinelli1, Julia Kofler1, Noah Schweitzer1, Nadim Farhat1, Tales Santini1, Andrea Sajewski1, Joseph Mettenburg1, Milos Ikonomovic1, Howard J. Aizenstein1, and Tamer S. Ibrahim1 | ||
1University of Pittsburgh, Pittsburgh, PA, United States |
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A 3D printed re-usable box enclosure and two-piece cutting guide were developed to produce high quality 7T MR images that can be easily registered to gross anatomy and histology. Cuts can be made parallel or at multiple angles at 5mm intervals in both the axial and coronal orientations. |
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Design and fabrication of portable, low-field MR relaxometer for clinical measurement of volemic status |
Sydney Sherman1 and Michael Cima2 | ||
1HST, MIT, Cambridge, MA, United States, 2DMSC, MIT, Cambridge, MA, United States |
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A low-field portable MR-based sensor was fabricated for the acquisition of clinical T2 relaxometry measurements in skeletal muscle. We have previously reported methods for designing low-field permanent magnet array configurations with varying sensitive region profiles. The newly constructed array has a sensitive region 15-20mm from the surface of the magnet; field maps from the constructed magnet show good alignment with simulated fields. The exclusion of subcutaneous fat tissue in the sensitive region will improve sensitivity to fluid shifts within the skeletal muscle. |
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Relative cerebral blood volume of tumor habitats can differentiate presurgical IDH-wildtype glioblastoma from IDH-mutant astrocytoma grade 4. |
María del Mar Álvarez-Torres1, Elies Fuster-Garcia1,2, Carmen Balaña3, Josep Puig4, Gaspar Reynes5, Kyrre Eeg Emblem2, Enrique Mollà-Olmos6, Jose Pineda7,8, and Juan M García-Gómez1 | ||
1Biomedical Data Science Laboratory. ITACA, Universitat Politècnica de València, Valencia, Spain, 2Oslo University Hospital, Oslo, Norway, 3Institut Catala Oncologia Badalona, Barcelona, Spain, 4Institut de Diagnostic per la Image (IDI), Hospital Dr Josep Trueta, Girona, Spain, 5Instituto de Investigación Sanitaria La Fe, Valencia, Spain, 6Hospital de la Ribera, Alzira, Valencia, Spain, 7Hospital Clinic de Barcelona, Barcelona, Spain, 8void.space Lab, Facultat de Medicina, Universitat de Vic, Vic, Spain |
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IDH-wildtype glioblastoma and IDH-mutant astrocytoma are classified as different gliomas according to WHO 2021. IDH mutations are key at clinical level, since they are associated with patient prognosis and seem to be critical for treatment selection. Despite these evidences, current protocols do not include the full sequencing for all tumors. In this sense, non-invasive and automatically calculated MRI-based biomarkers can be helpful for the clinical practice. Our results show that perfusion markers obtained in an automated, repeatable, and non-invasive manner may be candidates for being surrogate predictive markers of IDH mutation status in astrocytomas grade 4. |
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Tumor infiltration beyond contrast enhancement and FLAIR hyperintensity at autopsy predicts survival in glioblastoma patients |
Samuel Bobholz1, Allison Lowman2, Michael Brehler2, Savannah Duenweg1, John Sherman1, Fitzgerald Kyereme2, Elizabeth Cochran3, Dylan Coss3, Jennifer Connelly4, Wade Mueller5, Mohit Agarwal2, Anjishnu Banerjee6, and Peter LaViolette2,7 | ||
1Biophysics, Medical College of Wisconsin, Milwaukee, WI, United States, 2Radiology, Medical College of Wisconsin, Milwaukee, WI, United States, 3Pathology, Medical College of Wisconsin, Milwaukee, WI, United States, 4Neurology, Medical College of Wisconsin, Milwaukee, WI, United States, 5Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States, 6Biostatistics, Medical College of Wisconsin, Milwaukee, WI, United States, 7Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, United States |
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This study compared autopsy tissue samples to clinical MRI from glioblastoma (GBM) patients to assess the effects of tumor outside of T1-contrast enhancement and FLAIR hyperintensity on clinical characteristics and outcomes. Non-enhancing tumors were more frequent amongst patients who had a history of bevacizumab treatment and no history of Tumor Treating Fields treatment. Additionally, non-enhancing tumors were associated with shorter overall survival times. These results suggest that non-enhancing tumors have clinically significant correlates and may result in worse survival outcomes for GBM patients. |
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Structural disconnections in brain tumours: investigating the similarity of Direct and Indirect Approaches |
Umberto Villani1,2, Erica Silvestri1,2, Manuela Moretto1,2, Maria Colpo1,2, Alessandro Salvalaggio1,3, Maurizio Corbetta1,3,4, Diego Cecchin1,5, and Alessandra Bertoldo1,2 | ||
1Padova Neuroscience Center, University of Padova, Padova, Italy, 2Department of Information Engineering, University of Padova, Padova, Italy, 3Department of Neuroscience, University of Padova, Padova, Italy, 4Venetian Institute of Molecular Medicine, Padova, Italy, 5Department of Medicine, Unit of Nuclear Medicine, University of Padova, Padova, Italy |
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Gliomas are amongst the most common primary brain tumours in adults and are often associated with poor prognosis. Understanding the extent of white matter (WM) which is affected outside the tumoral lesion may be of paramount importance to explain cognitive deficits and the clinical progression of the disease. Thus, we apply both direct (i.e., tractography based) and indirect (i.e., atlas based) approaches to quantifying WM structural disconnections in a cohort of 50 glioma patients. We eventually compare the disconnections maps provided by the two methodologies in terms of spatial similarity and discuss their critical use in this field. |
2500 | Computer 32
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Chemical Exchange Saturation Transfer MR Fingerprinting (CEST-MRF) Imaging of Brain Metastases: Initial Results |
Victoria Y Yu1, Kathryn R Tringale2, Robert Young3, Ricardo Otazo1, and Ouri Cohen1 | ||
1Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 2Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 3Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States |
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Chemical Exchange Saturation Transfer (CEST) imaging is a promising method for cancer imaging and was recently combined with MR fingerprinting (CEST-MRF) for fast quantitative relaxation and exchange mapping. The CEST-MRF parametric maps reflect different biophysical processes, and their combination provides a comprehensive picture of complex pathologies, like brain tumors. The goal of this work is to demonstrate the potential utility of CEST-MRF in imaging brain metastases (BM). The in vivo reproducibility of the method is quantified in a healthy subject and the clinical utility is shown in subjects with metastatic brain tumors. |
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A multi-task generative network for simultaneous post-contrast MR image synthesis and tumor segmentation: application to brainstem glioma |
Yajing Zhang1, Xiangyu Xiong1, and Yaou Liu2 | ||
1MR Clinical Science, Philips Healthcare, Suzhou, China, 2Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China |
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To reduce the exposure of Gadolinium-based Contrast Agents (GBCAs) in brainstem glioma detection and provide high-resolution contrast information, we propose a novel multi-task generative network for contrast-enhanced T1-weight MR synthesis on brainstem glioma images. The proposed network can simultaneously synthesize the high-resolution contrast-enhanced image and the segmentation mask of brainstem glioma lesions. |
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Inhomogeneous MT (ihMT) MRI in a glioblastoma mouse model |
Gopal Varma1, Alan T Yeo2,3, Cody Callahan1,4, David C Alsop1, Aaron K Grant1, and Alain Charest2,5 | ||
1Division of MR Research, Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States, 2Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States, 3Sackler School of Graduate Studies, Tufts University School of Medicine, Boston, MA, United States, 4Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States, 5Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States |
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Inhomogeneous MT (ihMT) MRI was applied in a genetic mouse model of glioblastoma to assess its potential to provide useful complementary information regarding the true extent of tumor infiltration. Data were acquired to produce maps of MT and ihMT ratios, which were analyzed based on regions of interest relative to brain tissue contralateral to the tumor and progression with time. The tumor was characterized by significantly lower MT and ihMT. Reduction in peripheral white matter ihMT was taken to indicate demyelinating processes associated with glioblastoma. Thus, ihMT might be used to inform on disease progression in tumor adjacent brain tissue. |
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Cost-Effectiveness Analysis of Diagnosis of Necrosis from Recurrent Tumor after RT with MRS, MRP and Combined Imaging Method for Low-Grade Glioma |
Huijun Vicky Liao1, Raymond Y Huang2, Stella K Kang3, and Alexander Lin1 | ||
1Center for Clinical Spectroscopy, Brigham and Women's Hospital, Boston, MA, United States, 2Radiology, Brigham and Women's Hospital, Boston, MA, United States, 3Radiology, NYU Langone Medical Center, New York, NY, United States |
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Our decision-analytic model examined the cost-effectiveness of MR Spectroscopy (MRS), MR perfusion (MRP), and the combination of MRS, MRP and DWI for differentiating brain radiation necrosis from tumor progression in high-risk low-grade glioma. Our results suggested that performing combined imaging method had good diagnostic accuracy for a 3-year time horizon but not a cost-effective in the long run. In contrast, MRS and especially MRP alone were more cost-effective over all time horizons. MRS is the most cost-effective method in lifetime when its negative predictive value≥88% at the Willingness-to-Pay threshold of $100,000. |
2504 | Computer 36
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Estimation of cellular water exchange rate, intracellular volume fraction and longitudinal relaxation time in cancer cells |
Karl Kiser1, Jin Zhang1, and Gene Kim1 | ||
1Radiology, Weill Cornell Medical College, New York, NY, United States |
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The T1 recovery curves of cells may be sensitized to water exchange when suspended in solution with gadolinium-based contrast agent. The non-monoexponential recovery curves are fitted to a two-site exchange model to estimate the water exchange rate. This estimation process requires the inclusion of relevant parameters such as volume mol fraction and intracellular relaxation time, cannot be accurately estimated from a single curve. Here, we propose a multiple curve fitting approach, which infuses the model with additional information. By modelling multiple recovery curves of samples in a titration of GBCAs, we demonstrate an accurate and robust method for measuring invitro water exchange, volume mol fractions and intracellular relaxation rate. The T1 recovery curves of cells may be sensitized to water exchange across the cell membrane when suspended in solution with gadolinium-based contrast agent. The two-compartment model fitting requires the inclusion of relevant parameters such as volume mol fraction and intracellular relaxation time but cannot be accurately estimated from a single curve. Here, we propose a multiple curve fitting approach, which infuses the model with additional information. By modelling multiple recovery curves of samples in a titration of GBCAs, we demonstrate an accurate and robust method for measuring invitro water exchange, cell volume and intracellular relaxation rate. |
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Application of APTw imaging in clear cell renal cell carcinoma |
Xia Wang1, Chaoqun Bu#1, Gang Tian#1, Zeliu Du1, Yu Jiang1, Na Zhao1, Chanjuan Yu1, Yuedong Han*1, Jianguang He1, Xiuzheng Yue2, and Zhiwei Shen2 | ||
1Xi'an Gaoxin Hospital, Xi'an, China, 2Philips Healthcare, Beijing, China |
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The application of amide proton transfer (APT) weighted imaging in molecular imaging of craniocerebral tumors has been relatively mature, but rarely reports on renal tumors. This study conducted a preliminary comparative analysis of clear cell renal cell carcinoma (ccRCC) and healthy adult renal APT imaging. The APTw values 6.40(6.26~7.75)% of tumor foci in the ccRCC group was significantly higher than that of healthy adult renal (2.05±0.24) %The preliminary results indicate that APT technology has potential clinical application value in the diagnosis of ccRCC. |
2506 | Computer 38
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Value of diffusion and intravoxel incoherent motion virtual MR elastography in differentiating benign and malignant focal liver lesions |
Yuelang Zhang1, Xiang Li1, Chenxia Li1, Ting Cui1, Jinhan Wang1, Shuo Xing2, Xianjun Li1, and Jian Yang1 | ||
1the First Affiliated Hospital of Xi’an Jiaotong University, xi'an, China, 2Xi’an Jiaotong University, xi'an, China |
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Diffusion and IVIM virtual MR elastography (dMRE) provides quantitative estimates of tissue stiffness without using mechanical vibrations. It rarely applied to identify focal liver lesions (FLL). This retrospective study included 21 subjects (11 malignant lesions and 10 benign lesions). DWI were obtained to calculating dMRE. The kPa values of malignant FLLs (7.93 ± 2.37) was significantly higher than that of benign FLLs (-0.28±5.37) (P < 0.01). ROC showed an AUC of 0.93 for dMRE in differentiating maglinant FLLs and benign FLLs. The sensitivity and specificity were 91% and 90%, respectively. Malignant lesions could be distinguished from benign FLLs by dMRE. |
2581 | Computer 22
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Can combined DWI, IVIM and DKI predict prognostic factors and genotypes for patients with breast cancer? |
Weiwei Wang1, Zhanguo Sun1, Yueqin Chen1, Laimin Zhu1, Zhe Zhou1, Hao Yu1, and Weiqiang Dou2 | ||
1Department of Medical Imaging, the affiliated hospital of Jining medical university, Jining,China, jining, China, 2GE Healthcare, MR Research China, Beijing, China, beijing, China |
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It is essential to accurately preoperatively predict genotypes and prognostic factors for patients with breast cancer in clinic treatment. Combined diffusion weighted imaging (DWI), Intravoxel incoherent motion (IVIM) and diffusion kurtosis imaging (DKI) were developed to comprehensively assess tumors at the cellular and molecular levels. In this study we aimed to explore whether the combination of these three diffusion techniques can help to comprehensively evaluate breast cancer. |
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Combination of IVIM with DCE-MRI in diagnostic and prognostic evaluation of breast cancer |
Yurong zheng1, Li Li1, Rui Wang1, Tiejun Gan1, Pengfei Wang1, Jing Zhang1, and Kai Ai2 | ||
1Department of Magnetic Resonance, LanZhou University Second Hospital, Lanzhou, China, 2Philips Healthcare, Xi’an, China |
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Intravoxel incoherent motion (IVIM) combined with Dynamic Contrast Enhanced MRI (DCE-MRI) are meaningful MRI techniques applied to breast cancer. This study uses DCE-derived parameters (voiume translocation constant, Ktrans and rate constant, Kep) and IVIM-derived parameters (diffusion coefficient, D and perfusion fraction, f) to perform correlation analysis with prognosis of breast cancer indexes (ER, PR, her-2, Ki-67). The results show that IVIM and DCE-MRI can distinguish benign and malignant breast lesions. Therefore, there are correlation between Ktrans, Kep, D and prognostic factors of breast cancer. Our research may provide more important clinical evidence for the treatment and prognosis of breast cancer. |
2583 | Computer 24
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Tumor stiffness based on 3D MR Elastography as a marker for predicting the aggressiveness in cervical cancer |
Yuanqiang Xiao1, Wenying Chen1, Mengsi Li1, Jun Chen2, Meng Yin2, Richard L. Ehman2, and Jin Wang1 | ||
1Department of Radiology, The third affiliated hospital of Sun Yat-sen University, Guangzhou, China, 2Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, Rochester, MN, United States |
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Preoperative prediction of aggressiveness (histologic subtype, grade of differentiation, Federation International of Gynecology and Obstetrics (FIGO) stage) in cervical cancer (CC) using a noninvasive method remains a challenge. 3D MR Elastography (MRE) is a novel functional MRI technique which can quantitatively characterize the mechanical properties of tumors. We retrospectively analyzed 24 CC patients undergoing 3D MRE examinations and found that tumor stiffness (TS) in adenocarcinoma and FIGO stage III/IV was significantly higher than that in squamous cell carcinoma and FIGO stage I/II. TS based on 3D MRE could serve as a potential noninvasive marker to assess the aggressiveness in CC. |
2584 | Computer 25
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Quantifying and mapping hypoxia modification in patients with uterine cervical cancer using oxygen-enhanced MRI |
Anubhav Datta1,2, Michael Dubec1,3, David Buckley3,4, Damien McHugh3, Amal Salah5, Ross Little1, Michael Berks1, Susan Cheung1, Catharine West1, Ananya Choudhury1,6, Lisa Barraclough6, Peter Hoskin1,6,7, and James P. B. O'Connor1,2,8 | ||
1Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom, 2Clinical Radiology, The Christie NHS Foundation Trust, Manchester, United Kingdom, 3Christie Medical Physics and Engineering, The Christie NHS Foundation Trust, Manchester, United Kingdom, 4School of Medicine, University of Leeds, Leeds, United Kingdom, 5Proton Beam Therapy Dept, The Christie NHS Foundation Trust, Manchester, United Kingdom, 6Clinical Oncology, The Christie NHS Foundation Trust, Manchester, United Kingdom, 7Mount Vernon Cancer Centre, Northwood, United Kingdom, 8Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom |
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Hypoxia is a ubiquitous negative prognostic factor in solid tumours. Oxygen-enhanced MRI can spatially map regions refractory to an oxygen challenge and, when combined with a perfusion measurement, has the potential to quantify hypoxia in vivo. We developed the technique in healthy volunteers before successfully translating into a longitudinal patient study of patients with cervical carcinoma. We present initial data to support OE-MRI quantifying and mapping hypoxia modification following therapy in this clinical dataset. |
2585 | Computer 26
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Quantifying confidence in the OE-MRI biomarker pOxy-R using bootstrap analysis |
Ross A Little1, Geoff JM Parker2,3, and James PB O'Connor1 | ||
1Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom, 2Centre for Medical Image Computing, University College London, London, United Kingdom, 3Bioxydyn Limited, Manchester, United Kingdom |
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OE-MRI is an emerging technique for identifying, mapping and quantifying tumour hypoxia. Current analysis is based on combining data with a perfusion map and categorising each voxel absolutely as hypoxic, normoxic or necrotic. In this study we use bootstrap analysis to map the uncertainty on the biomarker pOxy-R. We investigate how this performs in synthetic tumour data before applying the method to data from 9 patients with rectal cancer undergoing chemoradiotherapy. Bootstrapping enabled estimates of confidence intervals for change, thus identifying those patients who exhibited hypoxia modification on therapy. |
2586 | Computer 27
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Readout-segmented Echo-planar Imaging for Determining Cervical Cancer’s Lymph-Vascular Space Invasion and Lymph Node Metastasis Status |
Huizhen Song1, Jiao Bai1, Yu Wang1, Juan Xie1, Mengping Huang1, Yunzhu Wu2, Shaoyu Wang3, and Jian Shu1 | ||
1Department of Radiology, Affiliated Hospital of Southwest Medical University, Luzhou,SiChuan, China, 2MR Scientific Marketing, Siemens Healthineers, Shanghai, China, 3MR Scientific Marketing, Siemens Healthineers, Xi’an, Shaanxi, China |
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This study compared the image quality of single-shot echo-planar imaging (ss-EPI) and readout-segmented echo-planar imaging (rs-EPI) in cervical cancer (CC). ADC values derived from these two sequences were considered as diagnostic capabilities for CC’s lymph-vascular space invasion (LVSI) and lymph node metastasis (LNM). The results showed that rs-EPI images of cervical cancer had higher subjective image quality scores, lower SNR, but no difference in CNR and ADC values. ADC was able to predict the CC’s LNM status,but couldn’t identify the LVSI status. ADC of rs-EPI sequence was superior to diagnose CC’s LNM status. |
2587 | Computer 28
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Quantitative T1 and T2 measurements of metastatic bone lesions in prostate cancer patients: MR fingerprinting versus standard quantitative MRI |
Mihaela Rata1,2, Nina Tunariu1,2, Yun Jiang3, Julie Hughes1, Georgina Hopkinson1, Erica Scurr1, Jessica M Winfield1,2, Vikas Gulani3, Dow-Mu Koh1,2, and Matthew R Orton1,2 | ||
1Radiology/MRI Unit, Royal Marsden NHS Foundation Trust, Sutton/London, United Kingdom, 2Division of Radiotherapy and Imaging, Institute of Cancer Research, Sutton/London, United Kingdom, 3Radiology, University of Michigan, Ann Arbor, MI, United States |
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Magnetic resonance fingerprinting (MRF) generates fast, co-registered quantitative maps from a single acquisition. This prospective study evaluates MRF-derived measures of treatment-induced T1 and T2 changes in prostate cancer patients with metastatic bone disease, by comparison with existing quantitative T1 and T2 measurements. This study demonstrated a good correlation of MRF-derived T1 and T2 changes with existing quantitative methods, supporting the use of MRF for faster measurements in bone lesions. |
2588 | Computer 29
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Evaluation of microsatellite instability in endometrial cancer using APTw combined with IVIM MR imaging |
Changjun Ma1, Ailian Liu1, Shifeng Tian1, Lihua Chen1, Nan Wang1, Qingwei Song1, and Zhiwei Shen2 | ||
1Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian, China, 2Philips Healthy(China), Beijing, China |
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Testing of Microsatellite Instability (MSI) is used to evaluate the prognosis of endometrial cancer (EC) to make the optimal treatment, and plays an important role to screen for Lynch syndrome. MSI had been detected by the traditional technology, such as PCR, IHC and Next Generation Sequencing(NGS), however, MSI also could be assessed using magnetic resonance imaging with the advantages of non-invasion and low-cost. This study aimed to investigate the clinical value in assessing the status of EC MSI with amide proton transfer weighted (APTw) imaging and intravoxel incoherent motion (IVIM) diffusion MR imaging. |
2829 | Computer 78
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Feasibility of T1-weighted USPIO-enhanced MR imaging of pelvic lymph nodes using stack-of-spirals UTE |
Marnix C. Maas1, Patrik Zámecnik1, Moritz J. Schneider2,3, Thomas Gaass2,4, Thomas Benkert5, Julien Dinkel2,4, and Tom W.J. Scheenen1 | ||
1Medical Imaging, Radboudumc, Nijmegen, Netherlands, 2Comprehensive Pneumology Center, German Center for Lung Research (DZL), Munich, Germany, 3Antaros Medical AB, Mölndal, Sweden, 4Department of Radiology, University Hospital, LMU Munich, Munich, Germany, 5MR Application Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany |
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Detection of lymph node (LN) metastases can be improved using Ferumoxtran-10, an ultrasmall superparamagnetic particles of iron oxide (USPIO) contrast agent . Commonly, T2* contrast is used to distinguish between normal LNs (high USPIO uptake, low signal) and metastases (low uptake, high signal). T1-weighted imaging may offer complementary information, but is challenging because of the strong T2* effects of the contrast agent. This work investigates whether ultrashort echotime (UTE) imaging with a stack-of-spirals sequence can mitigate this issue. High-resolution USPIO-enhanced T1-weighted UTE of the pelvis was achieved, and T1-mediated signal hyperintensities were indeed observed in LNs in patients with prostate cancer. |
2830 | Computer 79
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Optimization of Compressed Sense accelerated 3D pelvis view for diagnosis of rectal cancer |
Xiaoling Gong1, Daguang Wen2, Yu Shen3, Mingtian Wei3, Xiaoxiao Zhang4, Xiaoyong Zhang4, Haoyu Huang4, Ziqiang Wang3, and Bing Wu2 | ||
1Departments of Radiology, West China Hospital, Sichuan University, Cheng du, China, 2Departments of Radiology, West China Hospital, Sichuan University, Chengdu, China, 3Department of Clinical, West China Hospital, Sichuan University, Chengdu, China, 4Philips Healthcare, China, Chengdu, China |
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Although 3D T2W imaging can make up for deficiencies, such as thick layer thickness, low spatial resolution and no retrospective post-processing, of 2D acquisitions, the long imaging time and uncertain diagnostic benefits have limited its clinical application. We compared the quality of 2D, 3D and CS sense accelerated 3D T2W imaging in patients with rectal cancer and found that 3D T2W imaging resembled CS sense accelerated 3D T2W imaging, both superior to 2D acquisitions, while the latter scanning faster than the former. It’s conclude that CS sense accelerated 3D T2W imaging can substitute the 2D acquisitions. |
2831 | Computer 80
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Overcoming image distortions for DWI of prostate cancer using Spatiotemporal Encoding (SPEN) |
Martins Otikovs1, Debbie Anaby2, Orith Portnoy2, Noam Nissan2, Barak Rosenzweig2, and Lucio Frydman3,4 | ||
1Weizmann Institute of Science, Rehovot, Israel, 2Sheba Medical Center, Ramat Gan, Israel, 3Department of Chemical and Biological Physics, Weizmann Institute of Science, Rehovot, Israel, 4Azrieli National Center for Brain Imaging, Weizmann Institute of Science, Rehovot, Israel |
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Diffusion weighted imaging (DWI) plays an important role in prostate cancer early detection and characterization. These analyses commonly rely on single shot EPI acquisitions, which can be associated with image distortions induced by field inhomogeneities induced by tissue / air interfaces. Herein we compare the faithfulness of EPI-derived DWI data, against that arising from Spatiotemporal Encoding (SPEN). In general, we find that SPEN delivers more faithful DW representations of the prostate anatomy within comparable scan times, without compromising SNR. SPEN can thus improve the contrast for prostate lesion detection, both in DW images and in calculated ADC maps. |
2832 | Computer 81
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Deep learning for prostate zonal segmentation robust to multicenter data |
Simona Turco1, Hubert Blach1, Catarina Dinis Fernandes1, Jelle Barentsz2, Stijn Heijmink 3, Hessel Wijkstra1, and Massimo Mischi1 | ||
1Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands, 2Radiology, Radboud university medical center, Nijmegen, Netherlands, 3Radiology, Netherlands Cancer Institute, Amsterdam, Netherlands |
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Prostate zonal segmentation is an important step for automated PCa diagnosis, MRI-guidedradiotherapy and focal treatment planning. Here we proposed a multi-channel U-Net for automatic prostate zonal segmentation, able to include multiple MRI sequences. Using a small, multicenter, multiparametric MRI dataset, we investigated its robustness towards the acquisition protocol and whether additional imaging sequences improve segmentation performance. Our results show that T2-weighted imaging alone is sufficient for successful prostate zonal segmentation. Despite using a small multicenter dataset, the models were robust towards the acquisition protocol and the performance was comparable to that obtained with larger datasets from a single institute. |
2833 | Computer 82
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Intravoxel Incoherent Motion Combined With DCE-MRI of Endometrial cancer:Correlations Between Multimodal Parameters and Her-2 Expression |
Changjun Ma1, Shifeng Tian2, Lihua Chen2, Nan Wang2, Qingwei Song2, and Ailian Liu2 | ||
1Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian,China, China, 2Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian, China |
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At present, there are few reports on the application of imaging methods to predict the Her-2 gene expression of EC. This study will use the two functional sequences of IVIM and DCE-MRI to explore its preoperative prediction of the Her-2 gene expression of EC. Value, at the same time, discuss the correlation between the parameters of the two functional sequences. |
2834 | Computer 83
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Investigation of multiplexed sensitivity encoding diffusion-weighted imaging (DWI) in cervical carcinoma:comparison with conventional DWI |
Tiebao Meng1, Weijing Zhang2, Haoqiang He2, Huiming Liu2, Guixiao Xu2, Fengting Zhu2, Long Qian3, and Chuanmiao Xie2 | ||
1Department of Radiology, Sun Yat-Sen University Cancer Center, Guangzhou, China, 2Sun Yat-Sen University Cancer Center, Guangzhou, China, 3GE Healthcare, Beijing, China |
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MUSE provides significantly better image quality in CC compared with C-DWI, with no significant difference in ADC. |
2835 | Computer 84
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In vivo characterization of preclinical hereditary RCC models by Electron Paramagnetic Resonance and Magnetic Resonance Imaging |
Yuki Shibata1, Daniel R. Crooks1, Shun Kishimoto2, Murali C. Krishna2, and W. Marston Linehan1 | ||
1Urologic Oncology Branch, National Institute of Health, Bethesda, MD, United States, 2Radiation Biology Branch, National Institute of Health, Bethesda, MD, United States |
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Human renal cell carcinomas (RCC) have a variety of pathologies and are known to have alterations in cellular metabolism, although many aspects remain unknown. Fumarate hydratase (FH)-deficient tumors exhibit a shift to aerobic glycolytic system due to several factors including loss and mutation of mitochondrial DNA. We investigated the partial pressure of oxygen, vascular permeability, and blood perfusion in FH-deficient UOK262 xenografts and a type 1 papillary RCC xenograft using EPRI and DCE-MRI. Despite low oxygen consumption rates in vitro, UOK262 xenografts showed a modest median pO2 and increased hypoxic fraction as compared to a type 1 papillary RCC xenografts. |
2836 | Computer 85
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A Follow-up Study On Prospective Para-Clinical Use by Residents of a Re-calibrating Automated Deep Learning System for Prostate Cancer Detection |
Kevin Sun Zhang1, Adrian Schrader1, Nils Netzer1, Magdalena Görtz2, Viktoria Schütz2, Constantin Schwab3, Markus Hohenfellner2, Heinz-Peter Schlemmer1, and David Bonekamp1 | ||
1Department of Radiology, German Cancer Research Center, Heidelberg, Germany, 2Department of Urology, University Hospital Heidelberg, Heidelberg, Germany, 3Institute of Pathology, University of Heidelberg Medical Center, Heidelberg, Germany |
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Previously validated fully-automatic detection of prostate cancer by CNNs requires further prospective validation. Para-clinical case-by-case prospective prostate MRI assessment by residents was performed both before and after review of CNN probability maps superimposed on T2w images. A previously and retrospectively validated self-parametrizing nnUNet-architecture CNN trained on more than 1000 voxel-wise annotated prostate MRIs achieved ROC AUC of 0.89. Residents did not substantially change their assessment both at PI-RADS>=3 and >=4 decisions, however achieved excellent working points, indicating success of high reading capability conveyed at an expert center. |
2837 | Computer 86
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Identification of S100 Immunopositivity on T2-weighted MRI Using Deep Learning |
Abdullah Baş1, Kübra Tan2, Ayça Ersen Danyeli3,4, M.Necmettin Pamir5,6, Alp Dincer4,7, Koray Ozduman5,6, Ozge Can8, and Esin Ozturk-Isik1 | ||
1Institute of Biomedical Engineering, Bogazici University, İstanbul, Turkey, 2Health Institutes of Turkey, Istanbul, Turkey, 3Department of Medical Pathology, Acibadem Mehmet Ali Aydinlar University, İstanbul, Turkey, 4Center for Neuroradiological Applications and Reseach, Acibadem Mehmet Ali Aydinlar University, İstanbul, Turkey, 5Center for Neuroradiological Applications and Reseach, Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkey, 6Department of Neurosurgery, Acibadem Mehmet Ali Aydinlar University, İstanbul, Turkey, 7Department of Radiology, Acibadem Mehmet Ali Aydinlar University, İstanbul, Turkey, 8Center for Neuroradiological Applications and Reseach Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkey |
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S100 protein expression is a relevant indicator of prognosis in meningiomas and it is more common in benign meningiomas. To our knowledge, a clinically feasible non-invasive method that preoperatively identifies S100 protein expression is not available. In this study, we proposed registration-free deep learning models to predict S100 expression non-invasively using T2-w MRI. The proposed hybrid deep learning model could predict S100 protein expression in meningiomas using T2-w MRI, with 91% accuracy on the validation set, and 83% accuracy on the test set. |
2838 | Computer 87
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Development of a scan-specific quality control acquisition for clinical whole-body MRI (WB-MRI) protocols |
Sam Keaveney1, Georgina Hopkinson1, Erica Scurr1, Maria-Alexandra Olaru2, David Collins1, Christina Messiou1, Dow-Mu Koh1, and Jessica Winfield1 | ||
1Royal Marsden Hospital & Institute of Cancer Research, Sutton, United Kingdom, 2Siemens Healthcare Ltd., Frimley, Camberley, United Kingdom |
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A short quality control acquisition was developed to detect hardware issues and receiver coil positioning errors in whole-body MRI (WB-MRI). Individual coil element images were reconstructed to investigate potential broken elements and coil positioning was assessed by comparison with images acquired using the integral body coil. This approach was implemented in a group of healthy volunteers and patients with myeloma and successfully identified a previously undetected broken coil element. The expected signal difference between coil array and integral body coil images was defined and deviation from this expected profile was used to distinguish images acquired with deliberately imperfect coil set-ups. |
2839 | Computer 88
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Influence of fat suppression and image reconstruction methods on ADC of uninvolved bone marrow in patients with myeloma. |
Georgina Hopkinson1, Christina Messiou1,2, Erica Scurr1, Martin F Kaiser3,4, David J Collins1,2, and Jessica M Winfield1,2 | ||
1MRI Unit, The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom, 2Division of Radiotherapy and Imaging, The Institute of Cancer Research, Sutton, United Kingdom, 3Department of Haematology, The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom, 4Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, United Kingdom |
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The influence of fat suppression methods and image reconstruction parameters on the apparent diffusion coefficient (ADC) in uninvolved bone marrow was assessed in 18 patients with myeloma. ADC estimates from diffusion-weighted MRI acquired using spectral adiabatic inversion recovery (SPAIR) fat suppression were significantly lower than DW-MRI with short-tau inversion recovery (STIR). ADC estimates were significantly lower in data reconstructed using sum-of-squares coil-combination mode compared with adaptive combine, but there was no difference between additional reconstruction filters (raw, elliptical). These results show that differences between imaging protocols should be considered when comparing ADC estimates with established ranges and in multi-centre studies. |
2894 | Computer 100
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Towards improving high-grade gliomas diagnostic surveillance on T2-weighted images using weak labels from radiology reports |
Tommaso Di Noto1, Chirine Atat1, Eduardo Gamito Teiga1, Monika Hegi2, Andreas Hottinger3, Patric Hagmann1, Meritxell Bach Cuadra1, and Jonas Richiardi1 | ||
1Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland, 2Neuroscience Research Center, CHUV, Lausanne, Switzerland, 3Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland |
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Manual annotations are a major bottleneck in supervised machine learning. We present a method that leverages Natural Language Processing (NLP) to generate automatic weak labels from radiology reports. We show how weak labels can be used for the image classification task of high-grade-glioma diagnostic surveillance. We apply a convolutional neural network (CNN) to classify T2w difference maps that either indicate tumor stability or instability. Results suggest that pretraining the CNN with weak labels and fine-tuning it on manually-annotated data leads to better performance (though not statistically significant) when compared to a baseline pipeline where only manually annotated data is used. |
2895 | Computer 101
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Three IVIM-DWI models to predict survival risk in laryngeal and hypopharyngeal squamous cell carcinoma patients after (chemo)radiotherapy |
Ya Zhang1, Dehong Luo2, Wei Guo3, Zhou Liu2, Dan Bao1, Haijun Xu1, Lin Li1, Meng Lin1, Yanfeng Zhao1, and Xinming Zhao1 | ||
1Radiology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medica, Beijing, China, 2Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Shenzhen, China, 3Radiology, Peking University Third Hospital, Beijing, China |
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To investigate the predicted survival risk power of three IVIM-DWI models in laryngeal and hypopharyngeal squamous cell carcinoma (LHSCC) patients after (chemo)radiotherapy, 45 patients were retrospectively enrolled. IVIM-DWI sequence scanning was performed using echo planner imaging (EPI) sequence with 12 b values (0, 10, 20, 30, 50, 70, 100, 150, 200, 400, 800 and 1000 s/mm2). Followed up for 2-72 months with median follow-up of 14 months. The pretreatment ADC, D, f value and D* value were significantly correlated with prognosis of local disease, and the pretreatment ADC, D* value were independent biomarkers for survival risk prediction. |
2896 | Computer 102
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Anatomic changes during head and neck radiotherapy observed with automated MRI tracking |
Eric Aliotta1, Yu-Chi Hu1, Peng Zhang1, Phil Lichtenwalner1, Amanda Caringi1, Natasha Allgood1, Jillian Tsai2, Kaveh Zakeri2, PengPeng Zhang1, Nancy Lee2, Laura Cervino1, and Michalis Aristophanous1 | ||
1Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 2Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States |
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Longitudinal MRI is an ideal tool for tracking anatomic changes that occur during head and neck radiotherapy. We have implemented an image tracking system that monitors volumetric changes in gross tumor volumes (GTV) and parotid glands to identify and alert of major changes early in treatment. In a cohort of 91 patients, this system identified systematic shrinkage of GTVs (9.2±8.3% per week) and parotids (3.1±3.7% per week) during treatment. Importantly, GTV changes observed in the first week of treatment were strongly predictive of larger changes that would occur later in the course (P<1x10-5, two-tailed t-test). |
2897 | Computer 103
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The value of Intravoxel Incoherent Motion in Differentiating Renal Tumors with Low Signal Intensities on T2-weighted MR image |
Jinghong Liu1 and Ailian Liu1 | ||
1The first hospital of Dalian medical university, Dalian, China |
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Clear cell carcinoma of kidney usually presents with high signal intensity on T2WI imaging, while some clear cell carcinoma presents with low signal intensity on T2WI imaging.Other rare renal tumors, such as papillary renal cell carcinoma and lipid-deficient angiomyolipoma, are characterized by low signal intensity on T2WI. Intravoxel incoherent motion (IVIM) is a model built on the basis of DWI, reflecting the structural changes and physiological state of cells from the microscopic level. Our objectivie si to evaluate the feasibility of the IVIM in differentiating renal tumors with low signal intensities on T2WI. |
2898 | Computer 104
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Early response evaluation of neoadjuvant chemotherapy in locally advanced rectal cancer using T1 and T2 mapping |
Xiaoling Gong1, Yu Shen2, Daguang Wen3, Mingtian Wei2, Xiaoxiao Zhang4, Xiaoyong Zhang4, Ziqiang Wang2, and Bing Wu3 | ||
1Departments of Radiology, West China Hospital, Sichuan University, Cheng du, China, 2Department of Clinical, West China Hospital, Sichuan University, Chengdu, China, 3Departments of Radiology, West China Hospital, Sichuan University, Chengdu, China, 4Philips Healthcare, China, Chengdu, China |
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Neoadjuvant chemotherapy can improve oncologic outcomes and overall survival rate. However, not all patients respond well during treatment, and continuous treatment will be painful, costly, and even increase risk of progression. Thus, early stratification of treatment response and screening of patients who may not be effective in treatment is very important. We investigated the value of T1 and T2 mapping MRI in response evaluation and found that T2 value showed a significant difference between groups of pre and 1-week post-treatment, while the T1 value had no statistical difference. T2 mapping may be a useful functional biomarker for early responses evaluation.
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2663 | Computer 27
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Contrast Enhanced Imaging of Apelin Effects on Vascularization of Orthotopic Glioblastoma in Mice |
Geoffrey J. Topping1, Enio Barçi2, Jiying Cheng2, Sandra Sühnel1, Rainer Glass2, Roland E. Kälin2, and Franz Schilling1 | ||
1Nuclear Medicine, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany, 2Neurosurgical Research, University Hospital, LMU Munich, Munich, Germany |
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Mice with orthotopically implanted glioblastoma were imaged during contrast injection, with the goals of establishing semi-quantitative DCE in this model and to investigate the impact of apelin-controlled tumour angiogenesis. Wild-type mice with control U87 tumours showed higher initial contrast accumulation but also faster washout compared to apelin knockout mice implanted with apelin knockdown tumour cells, consistent with apelin contributing to tumour vascularization. Control and apelin knockout mice had low contrast accumulation with genetically engineered human glioma-initiating cells. |
2664 | Computer 28
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Development of noninvasive DCE based method to estimate tumor interstitial Fluid Pressure in Mouse Models for Pancreatic Ductal Adenocarcinoma |
Ramesh Paudyal1, Eve LoCastro1, James Russell1, Ivan Wolansky1, Carl C. Lekaye1, Joseph O. Deasy1, John L. Humm1, and Amita Shukla-Dave1,2 | ||
1Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 2Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States |
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Pancreatic cancer accounts for about 3% of all cancer-related deaths in the US. An elevation of interstitial fluid pressure (IFP) is a major barrier to drug delivery in solid tumors. Noninvasive estimation of IFP as a biomarker in typically inaccessible tumors is a significant step toward assessing tumor response to therapy. We applied well-recognized fluid flow in porous media to mouse models of pancreatic ductal adenocarcinoma DCE-MRI data using extended Tofts' model-derived permeability maps with tumor-appropriate tumor geometry. Initial results suggest that after validation, IFP can be imaging biomarkers of early response to therapy. |
2665 | Computer 29
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Multiparametric MRI assessment of the sex influence in the development and response to anti-inflammatory treatment of a glioblastoma rat model |
Inês Veríssimo Cabete1, Nuria Arias-Ramos1, Maria Guillén Gómez1, Margarida Catalão Almiro e Castro2, and Pilar López-Larrubia1 | ||
1Instituto de Investigaciones Biomédicas "Alberto Sols", CSIC-UAM, Madrid, Spain, 2Department of Life Sciences and Coimbra Chemistry Centre, Faculty of Science and Technology, University of Coimbra, Coimbra, Portugal |
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The assessment of sexual differences in glioblastoma growth and therapy response has received little attention. We assessed the influence of sex in the MRI features of an orthotropic GBM rat model submitted to anti-inflammatory therapy. Multiparametric MRI studies were acquired at an early and advanced tumor stage of development. GBMs in untreated males presented a more aggressive pattern – worsened as the tumor progressed – than females. While treated males revealed a positive response to meloxicam treatment, females did not. Our results highlighted that sex is a relevant factor to be considered in GBM outcome and anti-inflammatory therapy success. |
2666 | Computer 30
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Tumor microvasculature and microenvironment characterization in mouse models of pancreatic ductal adenocarcinoma using multiparametric MRI |
Ramesh Paudyal1, James Russell1, Ivan Wolansky1, Eve LoCastro1, Carl C. Lekaye1, Joseph O. Deasy1, John L. Humm1, and Amita Shukla-Dave1,2 | ||
1Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 2Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States |
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Pancreatic ductal adenocarcinoma (PDAC) is expected to be the second cause of cancer-related deaths worldwide. Quantitative multiparametric magnetic resonance imaging (mpMRI) provides the complementary physiological properties of tumors tissue. The aim of this study was to characterize microvasculature and microenvironment in mouse models of PDAC using mpMRI. The functional status of mpMRI quantitative imaging metrics were validated with in vivo histology markers of tumor perfusion (Hoechst 33342) and tissue morphology (Hematoxylin and eosin staining). |
2667 | Computer 31
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Anatomical, functional and dynamic MRI features of the G144 GBM model developed in NOD-SCID mice |
Nuria Arias-Ramos1, Ana M. Cardoso2, Amália S. Jurado2,3, M. Margarida C.A. Castro4, Maria C. Pedroso de Lima2, and Pilar López-Larrubia1 | ||
1Instituto de Investigaciones Biomédicas Alberto Sols (CSIC-UAM), Madrid, Spain, 2CNC - Center for Neuroscience and Cell Biology, CIBB - Centre for Innovative Biomedicine and Biotechnology, University of Coimbra, IIIUC - Institute for Interdisciplinary Research, Coimbra, Portugal, 3Department of Life Sciences, University of Coimbra, Coimbra, Portugal, 4Centro de Química de Coimbra, Faculdade de Ciências e Tecnologia, University of Coimbra, Coimbra, Portugal |
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Preclinical models are needed to study glioblastoma multiforme, the most lethal malignant brain tumor. Human G144-glioblastoma stem cells have been used in in vitro studies but there are few studies in vivo, especially using MRI approaches. We aimed to evaluate in vivo, for the first time to our knowledge, a G144 glioblastoma model by multiparametric-MRI. NOD-SCID mice were orthotopically injected with G144 cells, tumor was characterized by multiparametric-MRI and dynamic contrast enhancement studies. G144 tumors presented heterogeneous imaging pattern compared to other GBM models with higher contrast uptake areas and edema related features. |
2668 | Computer 32
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Intravoxel incoherent motion diffusion-weighted imaging for monitoring the anti-angiogenesis efficacy in a C6 glioma rat model |
Weishu Hou1, Xiaohu Li1, Hongli Pan1, Man Xu1, Sixing Bi1, Yujun Shen2, Yong Zhang3, Yinfeng Qian1, and Yongqiang Yu1 | ||
1the First Affiliated Hospital of Anhui Medical University, Hefei, China, 2Anhui Medical University, Hefei, China, 3GE Healthcare, Shanghai, China |
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The purpose of this study was to investigate the feasibility of intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) in evaluating early effects of antiangiogenic therapy in a C6 glioma rat model. Twenty-six glioma orthotopic rat models were successfully established 14-16 days after C6 cell inoculation and randomly divided into two groups. The rats in the treated group were administered with Bev while the rats in the control group were administered with vehicle. IVIM-DWI showed significantly decreased D* values and increased ADC and D values corresponding to histological staining in Bev treated tumors. |
2669 | Computer 33
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In vivo longitudinal characterization of hepatocellular carcinoma based on viscoelasticity and water diffusivity in an orthotopic mouse model |
Karolina Garczyńska1,2, Akvile Häckel1, Eyk Schellenberger1, Anja A. Kühl3, Jürgen Braun4, Lynn Jeanette Savic1, Ingolf Sack1, and Jing Guo1 | ||
1Department of Radiology, Charité Universitätsmedizin Berlin, Berlin, Germany, 2Department of Veterinary Pathology, Free University of Berlin, Berlin, Germany, 3iPATH.Berlin Core Unit of Charité - Universitätsmedizin Berlin, Charité Universitätsmedizin Berlin, Berlin, Germany, 4Institute of Medical Informatics, Charité Universitätsmedizin Berlin, Berlin, Germany |
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The biophysical properties of hepatocellular carcinoma (HCC) and surrounding liver tissue were investigated longitudinally in a syngeneic, orthotopic mouse model using noninvasive quantitative imaging. In vivo MR elastography (MRE) and diffusion weighted imaging (DWI) were conducted prior to cancer cell implantation and three times during tumor progression. Our preliminary results suggest the involvement of the surrounding liver in terms of changes in viscoelasticity and restricted water diffusion over 6 weeks post implantation, while the HCC appeared to be stiffer and less viscous than the liver at 6 weeks. |
2670 | Computer 34
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Application of Fast Field-Cycling (FFC) NMR relaxometry in Colorectal Cancer |
Amnah Alamri1, Lionel Broche1, and Leslie Samuel2 | ||
1Aberdeen Biomedical Imaging Centre, Aberdeen, Scotland, 2Aberdeen Royal Infirmary, Aberdeen, Scotland |
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This pilot study was performed to compare healthy and colorectal cancer samples by investigating R1 NMRD profiles acquired with Fast Field-Cycling (FFC) NMR relaxometry. We collected samples from 18 patients and found a significant difference (P=0.001) in the relaxation rates between normal and colorectal cancer tumours below 100 kHz (2.3uT), while this difference became smaller with increasing the magnetic field strengths and disappeared above 1 MHz (23 uT). This dispersion profile may lead to great potential for diagnosis, staging and monitoring treatment response. |
2671 | Computer 35
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Ex vivo 7T MRI of resection specimen of oral cancer to improve margin control. |
Klijs J. de Koning1, Rob Noorlag1, Annette van der Toorn2, Gerben E. Breimer3, Jan Willem Dankbaar4, Remco de Bree1, and Marielle E.P. Philippens5 | ||
1Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, Netherlands, 2Biomedical MR Imaging & Spectroscopy Group, University Medical Center Utrecht, Utrecht, Netherlands, 3Pathology, University Medical Center Utrecht, Utrecht, Netherlands, 4Radiology, University Medical Center Utrecht, Utrecht, Netherlands, 5Radiotherapy, University Medical Center Utrecht, Utrecht, Netherlands |
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We validated the measured resection margins of the surgical specimens of tongue carcinoma on 7T ex vivo MRI with histopathology using T2 weighted MRI. In 3D T2wTSE (250 μm3) with an acquisition time of 15-20 minutes, the resection margins was undestimated by 0.5 mm (+/- 1.3 mm). This will be developed into a clinical study with immediate re-resection during surgery to prevent adjuvant (chemo)radiotherapy, which is associated with radiation induced side effects. |
2672 | Computer 36
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Probing Cerebello-Cerebral Functional Connectivity in Spinocerebellar Ataxias |
Sheeba Anteraper1, Ying Zhang2, Xavier Guell3, Michal Povazan4, Guita Banan5, Romain Valabregue6, Philip Ehses7, Jennifer Faber7, James M Joers2, Chiadi U Onyike4, Peter B Barker4, Jeremy D Schmahmann3, Eva-Maria Ratai3, S H Subramony5, Thomas H Mareci5, Khalaf O Bushara2, Alexandra Durr6, Thomas Klockgether7, Tetsuo Ashizawa8, Christophe Lenglet2, and Gülin Öz2 | ||
1Carle Foundation Hospital, Champaign, IL, United States, 2University of Minnesota, Minneapolis, MN, United States, 3Massachusetts General Hospital, Boston, MA, United States, 4Johns Hopkins University, Baltimore, MD, United States, 5University of Florida, Gainesville, FL, United States, 6Sorbonne University, Paris, France, 7German Center for Neurodegenerative Diseases, Bonn, Germany, 8The Houston Methodist Research Institute, Houston, TX, United States |
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Spinocerebellar Ataxias (SCAs) are a group of rare, autosomal dominant diseases that result in progressive degeneration of the cerebellum. Of these, SCA1 is the fastest progressing. SCA3, the most prevalent SCA worldwide, is relentlessly progressive, disabling, and eventually fatal with no efficacious treatments other than supportive therapy. There is a strong need to improve our mechanistic understanding of the changes in the cerebello-cerebral circuitry prior to disease manifestation so that novel therapeutic strategies can be developed. Analyzing high quality magnetic resonance imaging data from the NIH-funded project, “Clinical Trial Readiness for SCA1 and SCA3 (READISCA),” will guide such efforts. |
2673 | Computer 37
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Longitudinal hybrid PET/MRI in juvenile-onset Huntington disease (joHD): a pilot study |
Maria Eugenia Caligiuri1, Patrizia Vizza2, Pierangelo Veltri3, Francesco Cicone3, Paolo Barberio3, Giuseppe Lucio Cascini3, Eugenia Scaricamazza4, Sabrina Maffi4, Simone Migliore4, Ferdinando Squitieri4,5, and Umberto Sabatini3 | ||
1Neuroscience Research Center, University "Magna Graecia", Catanzaro, Italy, 2Mater Domini University Hospital, Catanzaro, Italy, 3University "Magna Graecia", Catanzaro, Italy, 4IRCCS Casa Sollievo della Sofferenza/CSS-Mendel, San Giovanni Rotondo/Rome, Italy, 5Italian League fo Research on Huntington (LIRH Foundation), Rome, Italy |
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Hybrid PET-MRI is an emerging technique that allows multimodal evaluation of brain structure and function. This study evaluates longitudinal PET-MRI in one patient with stage-2 joHD, to assess changes related to disease progression. This approach might be useful to test the efficacy of disease-modifying drugs. |
2674 | Computer 38
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QSM, R2* and correlation thereof as qMRI measures of iron and myelin reflect tissue changes in Huntington’s disease |
Ana-Maria Oros-Peusquens1, Ravi Dadsena1, Imis Dogan2,3, Kathrin Reetz2,3, and N. Jon Shah1,2,4,5 | ||
1Institute of Neuroscience and Medicine INM-4, Research Centre Juelich, Juelich, Germany, 2Department of Neurology, RWTH Aachen University, Aachen, Germany, 3JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Centre Juelich, Juelich, Germany, 4Faculty of Medicine, JARA, RWTH Aachen University, Aachen, Germany, 5Institute of Neuroscience and Medicine 11, INM-11, JARA, Research Centre Juelich, Juelich, Germany |
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QSM and R2* are quantitative MRI parameters sensitive to iron and myelin content, and their correlation provides further insight into the chemical form of iron. These are the tissue properties which are most affected by Huntington’s disease, besides volumetric changes. We investigate by multiparametric qMRI changes induced by HD in 18 gene-carriers by comparison to matched healthy controls. These qMRI changes are significant in several cortical and subcortical regions and correlate with clinical measures of HD, including CAG mutation length. Although the interpretation of correlations between parameters is not unambiguous, insights into tissue chemical and micro-structure are enabled. |
2675 | Computer 39
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Multiple System Atrophy Classification via 3D Convolutional Neural Network and Simulated Brain MRI Parametric Maps |
Giulia Maria Mattia1, Edouard Villain1,2, Olivier Rascol3, Wassilios G. Meissner4,5,6, Xavier Franceries7, and Patrice Péran1 | ||
1ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France, 2LAAS CNRS, Université de Toulouse, CNRS, INSA, UPS, Toulouse, France, 3French Reference Center for MSA, Department of Neurosciences and Clinical Pharmacology Clinical Investigation Center CIC1436, NS-Park/FCRIN Network, ToNIC, Toulouse NeuroImaging Center University Hospital of Toulouse, Inserm, Université de Toulouse 3, Toulouse, France, 4French Reference Center for MSA, Department of Neurology for Neurodegenerative Diseases, University Hospital Bordeaux, Bordeaux, France, 5Univ. Bordeaux, CNRS, IMN, UMR 5293, F-33000 Bordeaux, France, 6Dept. Medicine, University of Otago, Christchurch and New Zealand Brain Research Institute, Christchurch, New Zealand, 7CRCT, Centre de Recherche en Cancerologie de Toulouse, Inserm, Toulouse, France |
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As a rare neurodegenerative disorder, multiple system atrophy (MSA) can be challenging to analyse using a deep learning approach given the limited sample size. A method is submitted to produce cluster-based simulated brain MR parametric maps from healthy controls, using regional intensity distribution belonging to a set of MSA patients. This enabled to train a 3D CNN only with the simulated set. Testing on the MSA data set, the accuracy obtained was comparable to the state-of-the-art. This approach allows to deal with small samples of data in deep learning, while exploiting a-priori knowledge of the disease. |
2676 | Computer 40
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Compartment-Specific Metabolic Investigation of 3D Cell Culture by Real-time NMR for Investigating Metabolic Diseases |
Christian Urzi1,2,3, Damian Hertig1,2, Christoph Meyer1,2,3, Jean-Marc Nuoffer2,4, and Peter Vermathen1 | ||
1Magnetic Resonance Methodology, Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Bern, Switzerland, 2Institute of Clinical Chemistry, University Hospital Bern, Bern, Switzerland, 3Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland, 4Department of Pediatric Endocrinology, Diabetology and Metabolism, University Children’s Hospital of Bern, Bern, Switzerland |
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In this study was shown the possibility to perform compartment-specific metabolic investigations of living fibroblasts in real-time using a bioreactor system within an NMR spectrometer. Cell volume and the ratio cells to extracellular medium within the sensitive region of NMR coil were evaluated for quantification purposes. The needed sensitivity to detect metabolite changes in the extracellular footprint at different flow rates was shown. The capability of diffusion technique to distinguish between compartment-specific contributions was revealed, and to detect changes in compartment-specific metabolite pools under standard or selective culture conditions, and upon inhibitor challenges. |
2677 | Computer 41
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Sub-Normothermic Ex-Vivo Perfusion of Porcine Kidney Grafts Improves Energy Metabolism: 31P-MRSI Analysis |
Julien Songeon1, Thomas Agius2, Antoine Klauser1,3, Grégoire Longchamp4, Raphael Ruttimann4, Jean-Marc Corpataux2, Alban Longchamp2, and François Lazeyras1,3 | ||
1Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland, 2Department of Vascular Surgery, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland, 3Center for Biomedical Imaging (CIBM), Geneva, Switzerland, 4Department of Surgery, Geneva University Hospitals and Medical School, Geneva, Switzerland |
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Improved preservation strategies for the storage of graft collected after circulatory death could increase the number of kidneys available and improve patient survival. Warm (22 and 37°C) ex-vivo perfusion has emerged as a feasible strategy for organ recovery, but the underlying mechanism remains elusive. Using phosphorus magnetic resonance spectroscopic imaging (31P-MRSI) and histological scoring, we evaluated kidney viability and adenosine triphosphate (ATP) production during sub-normothermic ex-vivo kidney perfusion (SNOP) versus hypothermic machine perfusion (HMP) in a porcine kidney autotransplantation model. |
2678 | Computer 42
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MR imaging of Zebrafish with mitochondria diseases |
Sergey Magnitsky1, Sonal Sharma1, and Marni Falk1 | ||
1CHOP, Philadelphia, PA, United States |
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We created a high-resolution MR imaging atlas of wt. and three mutants (OPA1, FBXL4 |
2679 | Computer 43
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Longitudinal metabolic and morphometric characterization of a knock-in mouse model of SpinoCerebellar Ataxia Type 7 |
Jean-Baptiste Pérot1, Anna Niewiadomska-Cimicka2,3,4, Emmanuel Brouillet1, Yvon Trottier2,3,4, and Julien Flament1 | ||
1Université Paris-Saclay, Commissariat à l’Energie Atomique et aux Energies Alternatives (CEA), Centre National de la Recherche Scientifique (CNRS), Molecular Imaging Research Center (MIRCen), Laboratoire des Maladies Neurodégénératives, Fontenay-aux-Roses, France, 2Université de Strasbourg, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France, 3Centre National de la Recherche Scientifique, Unité Mixte de Recherche 7104, Illkirch, France, 4Institut National de la Santé et de la Recherche Médicale U964, Illkirch, France |
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SpinoCerebellar Ataxia Type 7 (SCA7) is an autosomal dominant degenerative disease defined by neurodegeneration of the retina and cerebellum. While gene silencing therapeutic strategy is developing, there is a need of biomarkers for evaluation of their efficacy. Here we characterize a recent knock-in mouse model of SCA7 with in-vivo longitudinal MRI and MRS. SCA7140Q/5Q display a wide range of phenotypes, including morphological and metabolic alterations in key brain structures. Our longitudinal protocol allowed better understanding of the chronology of these alterations and offers pertinent biomarkers for evaluation of therapies using the SCA7140Q/5Q model. |
2680 | Computer 44
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Mapping Brain Metabolite Differences Between HIV Clade-C Infected Individuals and Healthy Subjects Using a Whole-Brain MRSI |
Teddy Salan1, Sulaiman Sheriff1, Sameer Vyas2, Deepika Aggarwal2, Paramjeet Singh2, and Varan Govind1 | ||
1Radiology, University of Miami, Miami, FL, United States, 2Post Graduate Institute of Medical Education & Research, Chandigarh, India |
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Magnetic resonance spectroscopic imaging (MRSI) based studies investigating brain metabolite alterations due to HIV infection generally acquired MR spectra from single or multi-voxels covering regions related to HIV. In this study, we acquire whole-brain MRSI data to map regional metabolite variations in the entire brain, determine regions mostly affected by HIV clade-C infection, and identify the mechanism by which HIV damages the brain. Results show widespread increases in myo-inositol, glutamate/glutamine, choline, and creatine, and decreases in N-acetylaspartate, indicating neuronal dysfunction and astrogliosis in the white matter, as well as disruptions in synaptic transmission, neurotoxicity and inflammation throughout the brain. |
2681 | Computer 45
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Diffusion magnetic resonance imaging in genetic and idiopathic dystonias |
Claire Louise MacIver1,2, Derek Jones1, Chantal Tax1,3, and Kathryn Peall2 | ||
1Cardiff University Brain Imaging Centre, Cardiff University, Cardiff, United Kingdom, 2Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom, 3Image Sciences Institute, University Medical Centre Utrecht, Utrecht, Netherlands |
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Dystonia is a hyperkinetic movement disorder involving repetitive or sustained muscle contractions. Its pathophysiology is poorly understood, limiting therapeutic advancement. A systematic literature review on diffusion MRI in dystonia was performed to gain insight into microstructural white matter changes that may contribute to pathology. Of 403 identified records, 40 met the criteria for inclusion. The most consistent diffusion abnormalities for both genetic and idiopathic dystonia forms were lower FA values or reduced number of tractography streamlines in regions connecting brainstem, cerebellum, basal ganglia and sensorimotor cortex, with some genotype and phenotype specific differences identified. |
2750 | Computer 18
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Preclinical platform for the identification of deuterium magnetic resonance spectroscopy-based biomarkers of tumor metabolism |
Georgios Batsios1, Meryssa Tran1, Celine Taglang1, Anne Marie Gillespie1, Sabrina Ronen1, Joseph Costello2, and Pavithra Viswanath1 | ||
1Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, United States, 2Neurological Surgery, University of California San Francisco, San Francisco, CA, United States |
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Metabolic reprogramming is a fundamental hallmark of cancer, which can be exploited for non-invasive tumor imaging. Deuterium magnetic resonance spectroscopy (2H-MRS) recently emerged as a novel, clinically applicable method of non-invasively monitoring flux from 2H-labeled substrates to metabolic products. However, to date, preclinical studies have been performed in vivo, an endeavor that suffers from low-throughput and potential waste of animal lives, especially in treatment response studies. Here, we demonstrate the ability to quantify metabolism of 2H-MRS probes in live cell suspensions. Our studies will expedite the identification of novel 2H-MRS probes for imaging brain tumors and potentially other cancers. |
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Cancer-Induced Metabolic Reprogramming of the Spleen |
James D Barnett1, Marie-France Penet1,2, Raj Kumar Sharma1, Balaji Krishnamachary1, Yelena Mironchik1, and Zaver Bhujwalla1,2,3 | ||
1Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, United States, 2Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, United States, 3Department of Radiation Oncology and Molecular Radiation Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, United States |
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Our findings demonstrate that tumors drive metabolic alterations in the spleen. These metabolic changes may contribute to immune suppression and poor prognosis. |
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Measuring lactate metabolism in vivo in at physiological level using [1-13C]lactate hyperpolarised with an endogenous labile radical precursor |
Adam Philip Gaunt1, Jennifer Lewis1, Friederike Hesse1, Irene Marco-Rius1, Kevin Brindle1, and Arnaud Comment1,2 | ||
1University of Cambridge, Cambridge, United Kingdom, 2General Electric Healthcare, Chalfont St Giles, United Kingdom |
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A hyperpolarised [1-13C]lactate solution prepared by dynamic nuclear polarization at 7T and 1.4K using photo-irradiated alpha-ketoglutarate as the polarizing agent was injected at low dose in healthy rodents to allow measuring in vivo metabolism in the rodent brain and liver at physiological concentration. As a result of the large 13C polarisation, it was possible to detect metabolic products of [1-13C]lactate in vivo, including [1-13C]pyruvate and 13C-bicarbonate. The observed pyruvate-to-lactate ratios were commensurate with in vitro values previously reported in the literature. The purely endogenous composition of the solution offers the possibility of performing similar measurements in humans. |
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Dynamic Contrast Enhanced MR Wavelet-Based Radiomics Analysis for Characterization of Tumor Heterogeneity of Rat Brain Tumors |
Hassan Bagher-Ebadian1, Stephen Brown1, Olivia Valadie1, Julian A Rey2, Malisa Sarntinoranont2, James R Ewing3, and Indrin J Chetty1 | ||
1Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, United States, 2Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, FL, United States, 3Neurology, Henry Ford Cancer Institute, Detroit, MI, United States |
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Wavelet-analysis of DCE-MR images was performed to explore the association between radiomics information and relaxivity-change (ΔR1) in human U251n tumors grown in rat brains. Sixteen DCE-MRI experiments (8 rats before- and after- radiation) were studied. Wavelet-decomposition analysis was performed using ΔR1 time trace. Frequency-based localized approximations of ΔR1 with four degrees of regularities were estimated and compared to the volume-transfer-constant (Ktrans, calculated from a modified Tofts-model pharmacokinetic analysis). Results confirm strong associations between wavelet-based radiomic information and contrast uptake/flow/leakage in the tumor vasculature. Results suggest that radiomics has potential as a biomarker of tumor physiology. |
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Characterising hypoxia in rhabdomyosarcoma xenografts with oxygen-enhanced MRI |
Jessica K.R. Boult1, Upasana Roy1, Carolina Bernauer2, Carol Box1, Louise Howell3, Elise Y. Lepicard1, Yann Jamin1, James P.B. O'Connor1, Janet M. Shipley2, and Simon P. Robinson1 | ||
1Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom, 2Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom, 3Core Research Facilities, The Institute of Cancer Research, London, United Kingdom |
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Hypoxic gene signatures are prevalent in paediatric rhabdomyosarcomas and are important in conferring resistance to standard treatments. Oxygen-enhanced MRI (OE-MRI) and histological assessment of pimonidazole adduct formation show that xenografts derived from three human rhabdomyosarcoma cell lines exhibit high levels of hypoxia with differences in vascular perfusion evident between the models.
There is much interest in hypoxia-alleviating
strategies to reduce tumour hypoxia for therapeutic gain, and these will be assessed
in rhabdomyosarcoma models in vivo using
OE-MRI. A reduction in hypoxia in response to atovaquone in spheroids derived
from the same rhabdomyosarcoma cell lines in
vitro has been confirmed. |
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Development of USPIO-DM1-5D3-CF750: An image-guided targeted drug delivery system for prostate cancer therapy |
Sudath Hapuarachchige1,2, Ge Si1,3, Catherine Foss1, Cyril Barinka4, and Dmitri Artemov1,2 | ||
1Department of Radiology and Radiological Science, The Johns Hopkins School of Medicine, Baltimore, MD, United States, 2Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States, 3Department of Chemical and Biomolecular Engineering, The Johns Hopkins University, Baltimore, MD, United States, 4Laboratory of Structural Biology, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic |
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Prostate-specific membrane antigen (PSMA) is overexpressed in prostate cancers (PC) compared to normal tissues. Hence, PSMA can be used as a diagnostic biomarker and biological target to deliver drugs in PC therapy. In this study, we have conjugated ultra-small superparamagnetic iron oxide nanoparticles with mertansine (DM1), a chemotherapeutic drug, novel anti-PSMA 5D3 antibody, and NIR CF-750 fluorophore. This multimodality image-guided drug delivery system was evaluated in PC mouse models using in vivo fluorescent imaging and MRI at 9.4T. Promising results encourage further development of targeted image-guided drug delivery platforms for PC therapy. |
2756 | Computer 24
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MRI Monitoring of Therapeutic Efficacy of Novel Heme targeting drugs in Non-small cell lung cancer (NSCLC) Orthotopic Tumors in Mice |
Li Liu1, Donghan Yang1, Janaka Wansapura1, Guiyang Hao1, Ralph P. Mason1, and Li Zhang2 | ||
1Radiology, The University of Texas Southwestern Medical Center, Dallas, TX, United States, 2Biological Sciences, University of Texas at Dallas, Richardson, TX, United States |
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The goal was to evaluate the activity of two novel heme targeting drugs in Non-Small Cell Lung Cancer models using multi-modality imaging. We found that the novel heme targeting drugs CycT (cyclopamine tartrate) and HSP2 (heme-sequestering peptide 2) were effective in suppressing NSCLC lung tumor growth as assessed by multimodality imaging and confirmed by pathology/histology. MRI detected the H1395 and H1299 orthotopic xenografts and was correlated with PET studies and histology. |
2757 | Computer 25
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Liver health outcome of chronic hepatic steatosis: an interim analysis of the Dallas Heart Study cohort |
Sujoy Mukherjee1, Jarett Berry2, Carlos Duncker3, Ian Jason Neeland4, Amit Singal2, Viktoria Topper1, and Takeshi Yokoo1 | ||
1Department of Radiology and Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, TX, United States, 2Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, United States, 3Perspectum, Oxford, United Kingdom, 4University Hospitals Cleveland Medical Center, Cleveland, OH, United States |
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The natural history of hepatic steatosis and risk factors for the development of advanced chronic liver disease (CLD) are unknown. This interim analysis of 191 subjects in the Dallas Heart Study longitudinal cohort shows that having hepatic steatosis (defined as proton-density fat fraction >5%) at the baseline exam was significantly associated with development of advanced CLD (defined as corrected liver T1 ≥ 800msec) 10-20 years later, with CLD prevalence of 38.8% and 16.9% in the steatosis vs. non-steatosis cohort (p<0.001). The baseline overweight or obesity status also appears to be associated with advanced CLD, independent of having steatosis at baseline. |
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Radiomics models based on mDixon for simultaneous liver steatosis, fibrosis and iron deposition quantification of chronic liver disease |
Qing Wang1, Ye Sheng1, Jilei Zhang2, and Weibo Chen2 | ||
1Third Affiliated Hospital of Soochow University & First People's Hospital of Changzhou, changzhou, China, 2Philips Healthcare, shanghai, China |
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To assess the diagnostic performance of radiomics analysis based on mDixon Quant in simultaneously quantifying liver steatosis, fibrosis and iron deposition of chronic liver disease (CLD) and eliminating the interaction of histopathological factors. |
2759 | Computer 27
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LIA (Liver Shear Stiffness, INR, Etiology) Score Predicts Risk of Further Decompensation in Patients with Decompensated Cirrhosis |
Jie Zhu1, Zhuoya Yi1, Mengsi Li1, Qilong Chen1, Yuanqiang Xiao1, Ziying Yin2, Kevin J Glaser2, Jun Chen2, Meng Yin2, Richard L. Ehman2, and Jin Wang1 | ||
1The third affiliated hospital of Sun Yat-sen University, Guangzhou, China, 2Mayo Clinic College of Medicine, Mayo Clinic, Rochester, MN, United States |
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In patients who have been clinically diagnosed with decompensated cirrhosis (DC), progression to more advanced decompensation is associated with high mortality. Therefore, the early detection of the risk of further decompensation is helpful to formulate individual treatment and follow-up schedules for patients with DC. Liver stiffness is a potential prognosis biomarker for patients with cirrhosis. This study evaluated MR elastography (MRE) as a tool to predict the risk of further decompensation. By integrating MRE-assessed liver stiffness with clinical information, we developed a risk score that is valuable for predicting further decompensation in patients with DC. |
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Magnetic resonance mapping with calculation of extracellular volume fraction allows for a reliable assessment of liver cirrhosis severity |
Narine Mesropyan1, Patrick A. Kupczyk1, Leona Dold2, Michael Praktiknjo2,3, Johannes Chang2,3, Alexander Isaak1, Christoph Endler1, Dmitrij Kravchenko1, Leon Bischoff1, Alois M. Sprinkart1, Claus C. Pieper1, Daniel Kuetting 1, Christian Jansen2,3, Ulrike I. Attenberger1, and Julian A. Luetkens1 | ||
1Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany, 2Department of Internal Medicine I, University Hospital Bonn, Bonn, Germany, 3Center for Cirrhosis and Portal Hypertension Bonn (CCB), University Hospital Bonn, Bonn, Germany |
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Assessment of disease severity in patients with liver cirrhosis is of great clinical importance and allows outcome prediction and overall mortality risk estimation. In the present study, we investigated the diagnostic utility of MRI-derived extracellular volume fraction (ECV) for the assessment of liver cirrhosis severity and differentiation between different Child-Pugh classes. Our study results demonstrated a high diagnostic performance of ECV for the assessment of liver cirrhosis severity and offer a reliable discrimination between different Child-Pugh classes. ECV might be a new quantitative marker for the assessment of liver cirrhosis severity, which can be calculated from quantitative liver MRI. |
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The effect of Gd-EOB-DTPA on liver IVIM imaging of rabbits with non-alcoholic fatty liver disease |
Xia Wang1, Yu Jiang1, Sheng Zhang1, Si Wang1, Wei Wei1, Mengzhuo Yao1, Na Zhao1, and Yuedong Han*1 | ||
1Xi’an Gaoxin Hospital, Xi’an, China |
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Hepatobiliary cell-specific contrast agent of Gd-EOB-DTPA hepatobiliary phase acquisition DWI sequence will not affect lesion display and ADC value [1].Few studies have been performed on the effect of IVIM on hepatic parenchyma and have focused on studies in various hepatic occupancy contexts with discrepant findings [2,3].This study modeled a healthy control group and a non-alcoholic fatty liver disease (NAFLD) group. Gd-EOB-DTPA had no significant effect on the image quality and quantitative index of liver IVIM imaging in two groups, and IVIM scanning in the hepatobiliary waiting interval after placing Gd-EOB-DTPA enhancement helped to improve the examination flow rate. |
2762 | Computer 30
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Portal Venous 4D Flow MRI in Obese Patients without Known Liver Disease Undergoing Weight Loss Surgery |
Alma Spahic1, Grant Steven Roberts1, Tanya Wolfson2, David T Harris3, Nikolaos T Panagiotopoulos3,4, Alejandro Roldán-Alzate3,5,6, Kevin M Johnson1,3, Oliver T Wieben1,3, Claude B Sirlin7, Scott B Reeder1,3,5,6,8, and Thekla Helene Oechtering3,4 | ||
1Medical Physics, University of Wisconsin- Madison, Madison, WI, United States, 2Computational and Applied Statistics Laboratory, University of California San Diego, La Jolla, CA, United States, 3Radiology, University of Wisconsin- Madison, Madison, WI, United States, 4Radiology and Nuclear Medicine, Universität zu Lübeck, Lübeck, Germany, 5Mechanical Engineering, University of Wisconsin- Madison, Madison, WI, United States, 6Biomedical Engineering, University of Wisconsin- Madison, Madison, WI, United States, 7Radiology, University of California San Diego, San Diego, CA, United States, 8Emergency Medicine, University of Wisconsin- Madison, Madison, WI, United States |
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4D flow MRI of the portal vein has the potential to provide diagnostic value for detecting and staging certain liver diseases. To date, it is unknown whether weight loss influences portal flow in obese patients. We aimed to investigate the effect of weight loss on portal flow rate measured by non-contrast 4D flow MRI in obese patients undergoing weight loss surgery. Preliminary data of this ongoing study detected no statistically significant change in the mean volumetric portal flow rate in subjects during 2-6 months of weight loss. However, portal flow rate normalized to body weight or BMI increased significantly. |
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PROGNOSTIC VALUE OF BASELINE MRI FOR LIVER VOLUME CHANGES FOLLOWING LOW CALORIE DIET |
Lael K Ceriani1, Mark Barahman1, Tanya Wolfson2, Danielle N Batakis1, Robert H Lubenow1, Jake T Weeks1, Kyle A Hasenstab1, Timoteo Delgado1, Yesenia Covarrubias1, Celene Gonzalez1, Michael S Middleton1, Walter C Henderson1, David T Harris3, Nikolaos Panagiotopolous3, Scott B Reeder3, Kathryn J Fowler1, and Claude B Sirlin1 | ||
1Radiology, University of California San Diego, La Jolla, CA, United States, 2Computational and Applied Statistics Laboratory, University of California San Diego, La Jolla, CA, United States, 3University of Wisconsin Madison, Madison, WI, United States |
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The purpose of this study was to identify the prognostic value of baseline MRI-determined imaging biomarkers for liver volume changes following low-calorie liquid diet in bariatric surgery patients |
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Low Resolution Diffusion Weighted Imaging for the Assessment of Diffuse Liver Disease |
Srijyotsna Volety1,2, Diego Hernando1,2, and Ali Pirasteh1,2 | ||
1Radiology, University of Wisconsin - Madison, Madison, WI, United States, 2Medical Physics, University of Wisconsin - Madison, Madison, WI, United States |
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We evaluated the reproducibility of liver ADC measurements across acquisition parameters using low spatial resolution DWI with M1 optimized diffusion imaging waveforms (MODI) and the routinely clinically utilized monopolar (MONO) waveforms. We also evaluated the effects of various M1 values as well as those of breath-hold and respiratory-triggering on MODI-DWI liver ADC measurements at lower resolutions than utilized in clinical practice. MONO-DWI liver ADC suffered from bias and resolution-dependence in the left lobe while MODI-DWI liver ADC did not demonstrate this effect. MODI-DWI liver ADC did not demonstrate bias with respect to resolution, M1, or breathing technique. |
2765 | Computer 33
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Comparison of Centralized R2* Mapping Algorithms to Vendor R2* Mapping in a Multi-Center, Multi-Vendor Liver Iron Overload Study |
Gregory Simchick1,2, Ruiyang Zhao1,2, Qing Yuan3, Mounes Aliyari Ghasabeh4, Stefan Ruschke5, Dimitrios C Karampinos5, David Harris1, Ryan J Mattison6, Michael R Jeng7, Ivan Pedrosa3,8, Ihab R Kanel3, Sheryas Vasanawala9, Takeshi Yokoo3,8, Scott B Reeder1,2,6,10,11, and Diego Hernando1,2 | ||
1Radiology, University of Wisconsin-Madison, Madison, WI, United States, 2Medical Physics, University of Wisconsin-Madison, Madison, WI, United States, 3Radiology, University of Texas Southwestern Medical Center, Dallas, TX, United States, 4Radiology, The John Hopkins University, Baltimore, MD, United States, 5Diagnostic and Interventional Radiology, Technical University of Munich, Munich, Germany, 6Medicine, University of Wisconsin-Madison, Madison, WI, United States, 7Pediatrics - Hematology & Oncology, Stanford University, Palo Alto, CA, United States, 8Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, United States, 9Radiology, Stanford University, Palo Alto, CA, United States, 10Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, United States, 11Emergency Medicine, University of Wisconsin-Madison, Madison, WI, United States |
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Recently, a multi-center, multi-vendor study evaluating the reproducibility of R2* vs liver iron concentration (LIC) calibrations was completed, based on a centralized offline R2* reconstruction. However, the relationship between the offline reconstructed R2* maps and the online vendor-provided R2* maps remains unknown. In this work, subjects were recruited at four centers and imaged using 1.5T and 3T MRI scanners from three vendors. R2* maps were obtained using various offline reconstructions and compared to the online vendor reconstructions to determine R2* ranges of agreement. This may enable improved clinical interpretation of vendor R2* measurements using emerging offline R2*-LIC calibrations. |
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Liver response to fasting and isocaloric high-carbohydrate refeeding in lean and obese women |
Petr Sedivy1, Tereza Dusilova1, Barbora Setinova1, Monika Dezortova1, Martin Burian1, Eva Krauzova2, Michaela Siklova3, Lenka Rossmeislova3, Michal Koc3, Milan Hajek1, and Jan Kovar4 | ||
1MR unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic, 2Department of Internal Medicine, Third Faculty of Medicine, Charles University, University Hospital Královské Vinohrady, Prague, Czech Republic, 3Department of Pathophysiology, Third Faculty of Medicine, Charles University, Prague, Czech Republic, 4Centre of Experimental Medicine, Institute for Clinical and Experimental Medicine, Prague, Czech Republic |
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Our MRS and MRI study investigates the liver response to two days of fasting followed by two days of isocaloric high carbohydrate refeeding in lean and obese women. Hepatic fat content increased after fasting in lean women whereas it did not change in obese women. The tendency to lose or accumulate fat during fasting could be related to the overall initial hepatic fat content. Moreover, liver volume significantly decreased and increased during fasting and refeeding, respectively. |
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The over-expression of human hydrolase hMTH1 modulates metabolism and fat composition in mice exposed to high fat diet: a MRI and MRS study |
Rossella Canese1, Gabriele De Luca2, Taljinder Singh1, Ambra Dell'Orso3, Egidio Iorio1, Mattea Chirico1, Maria Elena Pisanu1, Paola Fortini3, and Valeria SImonelli3 | ||
1Core Facilities, Istituto Superiore di Sanita', Rome, Italy, 2Oncology and Molecular Medicine Dept, Istituto Superiore di Sanita', Rome, Italy, 3Environmental and Health Dept, Istituto Superiore di Sanita', Rome, Italy |
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Oxidative stress is implicated in cancer, neurodegeneration and aging. hMTH1 is a hydrolase able to remove oxidized precursors from nucleotide’s pool, thus avoiding oxidative nucleic acids damage. Overexpression of hMTH1 in mice is protective against oxidative damage, neurodegeneration and prolongs life span. Our study showed that the overexpression of hMTH1 in mice fed with high fat diet (HFD), a dietary regimen linked to inflammation, is associated with increased brown interscapular fat (linked to protection from obesity) and with reduced perivesical fat volume (indicator of poor cardiovascular outcomes) up to four weeks. These effects seem to be reversed by prolonging HFD. |
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Mouse models of diet-induced obesity allow for optimal magnetic resonance measurements of brown adipose tissue activation and heterogeneity |
Michal R Tomaszewski1, Hyking Haley1, Xiangjun Meng1, and Corin O Miller1 | ||
1Translational Imaging, Merck & Co, West Point, PA, United States |
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Robust measurement of brown and white adipose tissue physiology in response to treatment is essential in pharmaceutical research. In this work we propose for the first time that the diet-induced obesity (DIO) mouse model can be successfully used in conjunction with both Multi Gradient Echo and Fast Spin Echo based methods for sensitive characterization of changes in brown (BAT) and white adipose tissue following pharmaceutical intervention, showing more consistent responses than lean mice. Spatial heterogeneity within BAT and response dynamics are reported, relevant for future use of the model and the proposed framework in weight loss and drug characterization studies. |