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Parametric Response Mapping of FLAIR MRI Provides an Early Indication of Progression Risk in Glioblastoma.
- Source :
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Academic radiology [Acad Radiol] 2021 Dec; Vol. 28 (12), pp. 1711-1720. Date of Electronic Publication: 2020 Sep 11. - Publication Year :
- 2021
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Abstract
- Rationale and Objectives: Glioblastoma image evaluation utilizes Magnetic Resonance Imaging contrast-enhanced, T1-weighted, and noncontrast T2-weighted fluid-attenuated inversion recovery (FLAIR) acquisitions. Disease progression assessment relies on changes in tumor diameter, which correlate poorly with survival. To improve treatment monitoring in glioblastoma, we investigated serial voxel-wise comparison of anatomically-aligned FLAIR signal as an early predictor of GBM progression.<br />Materials and Methods: We analyzed longitudinal normalized FLAIR images (rFLAIR) from 52 subjects using voxel-wise Parametric Response Mapping (PRM) to monitor volume fractions of increased (PRM <subscript>rFLAIR+</subscript> ), decreased (PRM <subscript>rFLAIR-</subscript> ), or unchanged (PRM <subscript>rFLAIR0</subscript> ) rFLAIR intensity. We determined response by rFLAIR between pretreatment and 10 weeks posttreatment. Risk of disease progression in a subset of subjects (N = 26) with stable disease or partial response as defined by Response Assessment in Neuro-Oncology (RANO) criteria was assessed by PRM <subscript>rFLAIR</subscript> between weeks 10 and 20 and continuously until the PRM <subscript>rFLAIR+</subscript> exceeded a defined threshold. RANO defined criteria were compared with PRM-derived outcomes for tumor progression detection.<br />Results: Patient stratification for progression-free survival (PFS) and overall survival (OS) was achieved at week 10 using RANO criteria (PFS: p <0.0001; OS: p <0.0001), relative change in FLAIR-hyperintense volume (PFS: p = 0.0011; OS: p <0.0001), and PRM <subscript>rFLAIR+</subscript> (PFS: p <0.01; OS: p <0.001). PRM <subscript>rFLAIR+</subscript> also stratified responding patients' progression between weeks 10 and 20 (PFS: p <0.05; OS: p = 0.01) while changes in FLAIR-volume measurements were not predictive. As a continuous evaluation, PRM <subscript>rFLAIR+</subscript> exceeding 10% stratified patients for PFA after 5.6 months (p<0.0001), while RANO criteria did not stratify patients until 15.4 months (p <0.0001).<br />Conclusion: PRM <subscript>rFLAIR</subscript> may provide an early biomarker of disease progression in glioblastoma.<br /> (Copyright © 2020 The Association of University Radiologists. All rights reserved.)
Details
- Language :
- English
- ISSN :
- 1878-4046
- Volume :
- 28
- Issue :
- 12
- Database :
- MEDLINE
- Journal :
- Academic radiology
- Publication Type :
- Academic Journal
- Accession number :
- 32928633
- Full Text :
- https://doi.org/10.1016/j.acra.2020.08.015