Shanshan Jiang1,2, Charles Eberhart3, Jaishri Blakeley4, Lindsay Blair4, Huamin Qin 3, Michael Lim5, Alfredo Quinones-Hinojosa5, Hye-Young Heo1, Yi Zhang1, Dong-Hoon Lee1, Xuna Zhao1, Zhibo Wen2, Peter C.M. van Zijl1, and Jinyuan Zhou1
1Department of Radiology, Johns Hopkins University, Baltimore, MD, United States, 2Department of Radiology, Southern Medical University Zhujiang Hospital, Guangzhou, China, People's Republic of, 3Department of Pathology, Johns Hopkins University, Baltimore, MD, United States, 4Department of Neurology, Johns Hopkins University, Baltimore, MD, United States, 5Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, United States
Synopsis
We explored the imaging features of treatment effects and
active tumor in glioma patients after surgery and chemoradiation using amide-proton-transfer-weighted
(APTw) imaging at 3 Tesla. Needle biopsy samples were obtained for pathological
validation. Corresponding APTw signal intensities were recorded. Results showed
that APTw signal intensities had strong positive correlations with cellularity
and proliferation. The active tumor had significantly higher APTw signal intensity,
compared to treatment effects. The area-under-curve (AUC) for APTw intensities to
differentiate treatment effects from active tumor was 0.959. APT imaging has
potential for molecular image-guided biopsy for post-treatment glioma patients to
distinguish pseudoprogression from tumor recurrence.Target audience
Researchers and clinicians interested in novel diagnostic
images and image-guided procedures in tumor treatment.
Purpose
For high-grade glioma, the most dismal primary brain tumor,
maximal surgical resection, followed by chemotherapy and radiotherapy, is the
routine treatment regime. However, the post-operation lesions often show
pseudoprogression or pseudoresponse on MRI images during the procedure, posing
a dilemma regarding further treatment options for clinical practitioners (1).
Although numerous developments are ongoing to facilitate post-operation glioma
diagnosis, receiving histological results from tissue biopsies is still the
mainstay diagnostic strategy. Amide-proton-transfer (APT) imaging is a novel
molecular technique that gives contrast based on endogenous cellular proteins
in tissue (2). The early preclinical and clinical results have showed that application
of APT-weighted (APTw) imaging to malignant brain tumors has much potential for
diagnosis and prognosis (3-7). This study was designed to validate the
diagnostic accuracy of APTw image-guided biopsy in patients with suspected treatment
effects vs. recurrent tumors.
Methods
Nineteen patients
with uncertainty
regarding treatment effects versus active tumor were
recruited, and all
patients provided written, informed consent. As shown in Fig. 1, MRI was done on a Philips 3T MRI
scanner (Achieva), within
three days prior to their surgical procedure. A fast 3D APTw imaging sequence (RF
saturation power = 2 μT; saturation time = 800 ms; 15 slices of slice
thickness = 4.4 mm) was used (4). To correct for B0 field inhomogeneity effects, APTw
imaging was acquired with a six-offset protocol (±3, ±3.5, ±4 ppm from water), together with a
WASSR scan (8). The total scan time was 10 min 40 sec.
APTw images were
calculated using MTRasym(3.5ppm) analysis (2).
Patients proceeded with their
clinically indicated brain biopsy after MRI scanning. Two-to-four
biopsy sites were
chosen after reviewing APTw and conventional MR (T2w, FLAIR and Gd-T1w)
images. Then, these ROIs
were labeled on the
co-registered MR image in the BrainLab neuro-navigation
frameless biopsy system and tissues were obtained accordingly.
Biopsies were hematoxylin-and-eosin stained (H&E) and Ki-67 (MIB-1 antibody)-stained
to evaluate cellularity and proliferation, respectively. Pathology slides were
reviewed by a neuropathologist, blinded to the imaging features,
and the biopsied samples were divided into two groups: treatment effects or active
tumor, based on mitosis, proliferation, and pleomorphism of tumor cells, and
the proportion of radiation-induced necrosis. Tumor cell density (cellularity)
and Ki-67 positive cells (proliferation) were counted by software ImagePro on
microscope captured digital photos.
A
neuroradiologist recorded the APTw intensities of all corresponding
ROIs for each patient. The APTw signal intensity for each targeted tissue sample,
compared with the contralateral normal brain area,
was reported. Pearson’s
correlation analysis was applied to evaluate the correlation between APTw
intensities and cellularity or proliferation, t-test was used to assess the difference
of APTw intensities between treatment effects and tumor recurrence. ROC
analysis was conducted for APTw signals to differentiate
treatment effect from active samples.
Results and Discussion
APTw image
features of treatment effects and active tumor
53 samples were obtained totally (22
with treatment effects and 31 with active tumor). For treatment effects and
active tumor (Fig. 2), T2w MRI showed a hyperintense lesion
(compared to contralateral brain tissue), and Gd-T1w imaging revealed a heterogeneous enhancing
mass. However, on APTw MRI, treatment effects were found to be homogeneously isointense
to mild hyperintense, while active tumor displayed clear heterogeneous hyperintensity.
Quantitative analysis
There were strong positive
correlations between APTw signal intensities and cellularity (R = 0.640, P <
0.001), and between APTw signal intensities and proliferation of biopsies (R =
0.521, P < 0.001) (Fig. 3). The average
APTw intensities were significantly lower in treatment effects and tumor
recurrence (1.29 ± 0.48% vs. 2.97 ± 0.77%,
P < 0.001) (Fig. 4). Using the pathological results as the gold standard, the
ROC analysis showed that the area under curve (AUC) for APTw to differentiate
between treatment effects and active tumor reached up to 0.959 (the cut-off
APTw value was 2.27%, the sensitivity was 0.955, the specificity was 0.871) (Fig.
5).
Conclusion
Our initial data show that the APTw
imaging signal, as a surrogate biomarker of active glioma, has the potential to
differentiate treatment effects from tumor recurrence in brain cancer diagnosis and treatment. Registering
APTw images to neuro-navigation would potentially improve the diagnostic
accuracy of biopsy. APTw imaging is a more specific
MRI technology that may eventually avoid biopsy in many patients that require a
tissue only for diagnosis.
Acknowledgements
No acknowledgement found.References
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(2)
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(7) Sagiyama et al. PNAS 111, 4542 (2014).
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