title: Volumetric analysis of functional diffusion maps is a predictive imaging biomarker for cytotoxic and anti-angiogenic treatments in malignant gliomas.
abstract: Anti-angiogenic agents targeting brain tumor neovasculature may increase progression-free survival in patients with recurrent malignant gliomas. However, when these patients do recur it is not always apparent as an increase in enhancing tumor volume on MRI, which has been the standard of practice for following patients with brain tumors. Therefore alternative methods are needed to evaluate patients treated with these novel therapies. Furthermore, a method that can also provide useful information for the evaluation of conventional therapies would provide an important advantage for general applicability. Diffusion-weighted magnetic resonance imaging (DWI) has the potential to serve as a valuable biomarker for these purposes. In the current study, we explore the prognostic ability of functional diffusion maps (fDMs), which examine voxel-wise changes in the apparent diffusion coefficient (ADC) over time, applied to regions of fluid-attenuated inversion recovery (FLAIR) abnormalities in patients with malignant glioma, treated with either anti-angiogenic or cytotoxic therapies. Results indicate that the rate of change in fDMs is an early predictor of tumor progression, time to progression and overall survival for both treatments, suggesting the application of fDMs in FLAIR abnormal regions may be a significant advance in brain tumor biomarker technology.
authors.affiliation: Translational Brain Tumor Research Program, Medical College of Wisconsin, Milwaukee, WI, USA. bellingson@mednet.ucla.edu
authors.forename: Benjamin M
authors.initials: BM
authors.lastname: Ellingson
authors.forename: Mark G
authors.initials: MG
authors.lastname: Malkin
authors.forename: Scott D
authors.initials: SD
authors.lastname: Rand
authors.forename: Pete S
authors.initials: PS
authors.lastname: LaViolette
authors.forename: Jennifer M
authors.initials: JM
authors.lastname: Connelly
authors.forename: Wade M
authors.initials: WM
authors.lastname: Mueller
authors.forename: Kathleen M
authors.initials: KM
authors.lastname: Schmainda
mesh_terms: D001932:Brain Neoplasms / Q000098:blood supply / Q000175:diagnosis* / Q000628:therapy*; D038524:Diffusion Magnetic Resonance Imaging; D018450:Disease Progression; D005910:Glioma / Q000098:blood supply / Q000175:diagnosis* / Q000628:therapy*; D006801:Humans; D009367:Neoplasm Staging; D009389:Neovascularization, Pathologic / Q000175:diagnosis* / Q000628:therapy*; D011379:Prognosis; D015996:Survival Rate; D047368:Tumor Burden
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