Assessing Response to Hyperoxic Respiratory Challenges with Quantitative Susceptibility Mapping in Primary Malignant Brain Tumors
Pinar Senay Özbay1,2, Cristina Rossi1, Sonja Stieb3, Oliver Riesterer3, Andreas Boss1, Klaas Paul Pruessmann2, and Daniel Nanz1

1Department of Radiology, University Hospital Zurich, Zurich, Switzerland, 2Institute of Biomedical Engineering, ETH Zurich, Zurich, Switzerland, 3Department of Radio-Oncology, University Hospital Zürich, Zurich, Switzerland

Synopsis

Glioblastoma multiforme and anaplastic astrocytoma are aggressive brain tumors which can form large heterogeneous lesions, parts of which respond with varying sensitivity to radiotherapy. The long-term goal of the current study is to characterize the oxygenation state of tumors or parts of heterogeneous large tumors by quantitative-susceptibility-mapping, under hyperoxic respiratory challenge, and yield valuable information, e.g., for an improved dose shaping, which may lead to an improved therapy outcome. The preliminary results suggest that QSM may indeed be capable of differentiating the response of well vascularized tumor-tissue volumes to respiratory-induced hypoxia from the response of likely necrotic and edematous volumes.

Introduction

Glioblastoma multiforme (GBM) and anaplastic astrocytoma are aggressive malignant primary-brain-tumors characterized by abnormal tumor vasculature. Inadequate tumor blood flow and diffusion-related limitations in oxygen supply results in hypoxic tumor-tissue subvolumes, whose response to conventional radiotherapy1 and chemotherapy is typically poor. Early identification of hypoxic tumor areas in MRI may support therapy planning and monitoring. The administration of hyperoxic gas mixtures changes blood-flow, blood-volume, blood oxygenation, and concentration of dissolved-oxygen in tissues2. The magnetic-susceptibility difference between diamagnetic oxyhaemoglobin and paramagnetic dissolved oxygen is expected to allow quantification of such changes via Quantitative-Susceptibility-Mapping (QSM), which attempts to derive the spatial distribution of local magnetic-susceptibility differences. In this pilot study the response of primary-brain-tumors to hyperoxic respiratory challenges was quantified using QSM.

Methods

MRI Gradient-multi-echo images (FA=50, TE1=5.8ms, TE5=69.8ms, ΔTE=16ms, TR=74ms, voxel dimensions=0.87, 0.87, 2mm, matrix size=256x256x55) of three consenting primary malignant brain tumor patients were acquired on a 3T-MR-system. The patients inhaled medical-air (21% O2), oxygen (100% O2) and carbogen (95% O2, 5% CO2) gases. In previous clinically indicated MR-examinations, contrast-enhanced T1-weighted 3DMPRAGE sequence (FA=9, TE=2.6ms, TR=1670ms, voxel dimensions=0.49, 0.49, 0.9mm) images were acquired after administration of Gadolinium. QSM Multi-echo phase data was combined assuming a linear phase evolution3, followed by Laplacian unwrapping and background field removal (threshold 0.05)4, 5. Quantitative-susceptibility-maps were generated by dipolar inversion of the corrected phase maps using an LSQR algorithm6. Susceptibility-difference values were referenced versus white-matter, because it is minimally affected by the hyperoxic challenges3. Co-registration Phase and magnitude data were coregistered to MNI-space via SPM127, followed by registration of corresponding MPRAGE to 1st echo magnitude data. The placing of regions of interest (ROI) on the images was strongly guided by contrast enhanced T1w-images for vital tumor tissue and T2w-images for edema and necrotic areas. Mean ROI susceptibility values measured under the different breathing regimes were tested for significant differences (paired two-tailed t-tests) between two groups showed same trends.

Results

All patients tolerated the exams well. In one patient, the front-part of the head-coil did not fit over the breathing mask, and was therefore not used, which resulted in lower image quality. Figures1-3 show images of Patients#1-3, respectively. The captions give information on tumor type, location of the lesion, and clinical outcome. Five lesions were evaluated in tumor areas (Group-1, Patient#1: Lesions-1-2, Patient#2: Lesion-3, Patient#3: Lesions-4-5) , with positive magnetic-susceptibilities (paramagnetism), and there was a significant reduction upon oxygen inhalation (-0.032±0.022ppm, p<0.031, range: -0.01 to -0.067 ppm), and an even larger decrease under carbogenic hyperoxia (-0.059±0.035ppm, p<0.021, range -0.04 to -0.1 ppb) (Fig.5). The additional susceptibility decrease from O2 to carbogen inhalation in these lesions was -0.02±0.016ppm (p<0.025). In contrast, in three additional analyzed regions, assigned to edema (n=2) and necrosis (n=1) (Group-2), the magnetic-susceptibility moderately increased under O2-hyperoxia (+0.016±0.003 ppm, p<0.011) and more strongly rose under carbogen-breathing (0.021±0.006 ppm, p<0.029). The additional susceptibility increase from O2 to carbogen inhalation in the edematous and necrotic lesions did not reach statistical significance. Both QSM and corrected-phase images of Patient#2 depicted regions of high paramagnetism (high susceptibility) not visible on contrast-enhanced T1w-images, and only partially discernible on T2w-images (Fig.4). Higher magnitude of changes were observed for lesions in patient diagnosed with multifocal glioblastoma (Patients#1), while smaller changes were observed in the case of anaplastic astrocytoma (Patient#3). Interestingly, Patient#1, in whose two lesions the carbogen-inhalation induced strongest decrease of magnetic-susceptibility, had 3 months from MRI until tumor progression, whereas in Patient#2, where the challenge induced the smallest susceptibility changes, has not suffered from tumor progression, at the last follow-up after 4 months.

Conclusion

An increase of blood oxygen saturation causes a reduction of corresponding apparent magnetic-susceptibility. Regions with a low baseline oxygen saturation but still functional perfusion, i.e., hypoxic regions, have a potential for larger susceptibility decrease than well perfused normoxic tissue. Strong negative susceptibility response to a hyperoxic challenge might be indicative for hypoxic, but not necrotic-tissue, potentially requiring treatment with a higher radiation dose for adequate response. In contrast, we found a small susceptibility increase in less perfused tissue hypothetically associated with larger extracellular volume fraction and higher fluid content that we tentatively attribute to dissolved paramagnetic molecular O28. The consistently larger magnitudes of the susceptibility changes observed under carbogenic hyperoxia than under O2-hyperoxia may be rationalized by carbogen-induced vasodilatation and associated with higher tissue perfusion, in addition to the slightly higher arterial O2 saturation levels. Whereas we believe the results presented here to be highly interesting and intriguing, more work with more patients and a careful clinical follow-up will be required to gauge the potential of QSM under respiratory challenge.

Acknowledgements

No acknowledgement found.

References

1. Horsman MR, Mortensen LS, Petersen JB, Busk M, Overgaard J. Imaging hypoxia to improve radiotherapy outcome. Nature reviews. Clinical oncology 2012; 9(12): 674-87.

2. Blockley NP, Griffeth VE, Simon AB, Buxton RB. A review of calibrated blood oxygenation level-dependent (BOLD) methods for the measurement of task-induced changes in brain oxygen metabolism. NMR in biomedicine 2013; 26(8): 987-1003.

3. Özbay PS, Rossi C, Kocian R, Redle M, Boss A, Pruessmann KP et al. Effect of respiratory hyperoxic challenge on magnetic susceptibility in human brain assessed by quantitative susceptibility mapping (QSM). NMR in biomedicine 2015.

4. Schofield MA, Zhu Y. Fast phase unwrapping algorithm for interferometric applications. Optics letters 2003; 28(14): 1194-6.

5. Schweser F, Deistung A, Sommer K, Reichenbach JR. Toward online reconstruction of quantitative susceptibility maps: superfast dipole inversion. Magnetic resonance in medicine : official journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine 2013; 69(6): 1582-94.

6. Li W, Wu B, Liu C. Quantitative susceptibility mapping of human brain reflects spatial variation in tissue composition. NeuroImage 2011; 55(4): 1645-56.

7. SPM analysis toolbox, UCL, London, UK.

8. Schwarzbauer C, Deichmann R. Vascular component analysis of hyperoxic and hypercapnic BOLD contrast. NeuroImage 2012; 59(3): 2401-12.

Figures

Figure 1: Contrast-enhanced-T1w and QSM images of Patient#1 with multifocal glioblastoma. Top: Lesion in the gyrus-cinguli with region of vital tumor-tissue (violet; Lesion-1), necrosis (blue; Necrosis) and surrounding edema (green; Edema-1); bottom: vital tumor tissue in the splenium-corpus-callosi (red; Lesion-2). Patient had local progression 3-months after the MRI. Whole-brain images:medical-air.

Figure 3: Contrast enhanced T1w, T1w- Magnitude and QSM images of Patient#3. Blue: Edema-2 in T1w- Magnitude, and green: Lesion-4, red: Lesion-5 in QSMzoom image (case: medical-air). Diagnosis: Anaplastic astrocytoma, location: Left insula in connection to basal ganglia. Stable for 6 months, then tumor-progress observed.

Figure 4: Contrast enhanced T1, T2w, QSM (ppm) and zoomed images of QSM and corrected Phase (rad) images of Patient#2 (case: medical-air). Blue arrows point out the circular regions that appeared bright in QSM, dark in phase image, while partially visible in T2w, and were not visible in contrast-enhanced T1.

Figure 5: Susceptibility values vs. white matter (ppm) in regions of interests given in Figures1-3, for all patients under each respiratory challenge. Bottom: corresponding p-values of the two different groups having similar trends.

Figure 2: Contrast enhanced T1, T1w-Magnitude, and QSM images of Patient-2 (case: medical-air). The red ROI circles Lesion-3. Diagnosis: initial diagnosis of glioblastoma, location: right precuneus. Stable at last follow-up after two months.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
2846