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Apparent diffusion coefficient histogram analysis stratifies progression-free and overall survival in patients with recurrent GBM treated with bevacizumab: A multi-center study

  • Whitney B. Pope
  • , Xin Joe Qiao
  • , Hyun J. Kim
  • , Albert Lai
  • , Phioanh Nghiemphu
  • , Xi Xue
  • , Benjamin M. Ellingson
  • , David Schiff
  • , Dawit Aregawi
  • , Soonmee Cha
  • , Vinay K. Puduvalli
  • , Jing Wu
  • , Wai Kwan A. Yung
  • , Geoffrey S. Young
  • , James Vredenburgh
  • , Dan Barboriak
  • , Lauren E. Abrey
  • , Tom Mikkelsen
  • , Rajan Jain
  • , Nina A. Paleologos
  • Patricia Lada Rn, Michael Prados, Jonathan Goldin, Patrick Y. Wen, Timothy Cloughesy

Research output: Contribution to journalArticlepeer-review

Abstract

We have tested the predictive value of apparent diffusion coefficient (ADC) histogram analysis in stratifying progression-free survival (PFS) and overall survival (OS) in bevacizumab-treated patients with recurrent glioblastoma multiforme (GBM) from the multi-center BRAIN study. Available MRI's from patients enrolled in the BRAIN study (n = 97) were examined by generating ADC histograms from areas of enhancing tumor on T1 weighted post-contrast images fitted to a two normal distribution mixture curve. ADC classifiers including the mean ADC from the lower curve (ADC-L) and the mean lower curve proportion (LCP) were tested for their ability to stratify PFS and OS by using Cox proportional hazard ratios and the Kaplan-Meier method with log-rank test. Mean ADC-L was 1,209 9 10-6mm2/s ± 224 (SD), and mean LCP was 0.71 ± 0.23 (SD). Low ADC-L was associated with worse outcome. The hazard ratios for 6-month PFS, overall PFS, and OS in patients with less versus greater than mean ADC-L were 3.1 (95 % confidence interval: 1.6, 6.1; P = 0.001), 2.3 (95 % CI: 1.3, 4.0; P = 0.002), and 2.4 (95 % CI: 1.4, 4.2; P = 0.002), respectively. In patients with ADC-L\1,209 and LCP[0.71 versus ADC-L[1,209 and LCP \0.71, there was a 2.28-fold reduction in the median time to progression, and a 1.42-fold decrease in the median OS. The predictive value of ADC histogram analysis, in which low ADC-L was associated with poor outcome, was confirmed in bevacizumab-treated patients with recurrent GBM in a post hoc analysis from the multicenter (BRAIN) study.

Original languageEnglish (US)
Pages (from-to)491-498
Number of pages8
JournalJournal of neuro-oncology
Volume108
Issue number3
DOIs
StatePublished - Jul 2012

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

All Science Journal Classification (ASJC) codes

  • Oncology
  • Neurology
  • Clinical Neurology
  • Cancer Research

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