Portal de Periódicos da CAPES

Quantitative volumetric analysis of conventional MRI response in recurrent glioblastoma treated with bevacizumab

2011; Oxford University Press; Volume: 13; Issue: 4 Linguagem: Inglês

10.1093/neuonc/noq206

1523-5866

Benjamin M. Ellingson, Timothy F. Cloughesy, Albert Lai, Phioanh L. Nghiemphu, Paul S. Mischel, Whitney B. Pope,

Radiomics and Machine Learning in Medical Imaging

Although the effects of bevacizumab on magnetic resonance images (MRIs) of recurrent glioblastoma multiforme (GBM) are well documented, to our knowledge, no studies have explicitly quantified the volumetric changes resulting from initial treatment, nor have there been studies examining the ability for volumetric changes in conventional MRI to predict progression-free survival (PFS) and overall survival (OS). In the current study, we retrospectively examined volumetric changes on conventional MRI scans in 84 patients with recurrent GBM. MRIs were obtained before (mean, 11 days) and after (mean, 42 days) treatment with bevacizumab. The volume of abnormal fluid-attenuated inversion recovery (FLAIR) signal intensity, the volume of contrast enhancement, and the ratio of the 2 were quantified for each patient before and after initial treatment. Results demonstrated that initial treatment with bevacizumab resulted in a significant decrease in both the volume of abnormal FLAIR signal and the volume of contrast enhancement. Initial, residual, and change in FLAIR volume were not predictive of PFS or OS. Initial contrast-enhancing volume was predictive of PFS but not OS. The pretreatment relative nonenhancing tumor ratio, defined as the ratio of FLAIR to contrast-enhancing volume, was found to be predictive of both PFS and OS.