Serial analysis of imaging parameters in patients with newly diagnosed glioblastoma multiforme

Yan Li, Janine M. Lupo, Mei Yin Polley, Jason C. Crane, Wei Bian, Soonmee Cha, Susan Chang, Sarah J. Nelson

Research output: Contribution to journalArticle

32 Scopus citations

Abstract

The objective of this study was to test the predictive value of serial MRI data in relation to clinical outcome for patients with glioblastoma multiforme (GBM). Sixty-four patients with newly diagnosed GBM underwent conventional MRI and diffusion-weighted and perfusion-weighted imaging postsurgery and prior to radiation/chemotherapy (pre-RT), immediately after RT (post-RT), and every 1-2 months thereafter until tumor progression, up to a maximum of 1 year. Tumor volumes and perfusion and diffusion parameters were calculated and subject to time-independent and time-dependent Cox proportional hazards models that were adjusted for age and MR scanner field strength. Larger volumes of the T2 hyperintensity lesion (T2ALL) and nonenhancing lesion (NEL) at pre-RT, as well as increased anatomic volumes at post-RT, were associated with worse overall survival (OS). Higher normalized cerebral blood volumes (nCBVs), normalized peak height (nPH) and normalized recirculation factors (nRF) at pre-RT, and nCBV at post-RT, in the T2ALL and NEL, were associated with shorter progression-free survival (PFS). From pre-to post-RT, there was a reduction in nCBV and nPH and an increase in apparent diffusion coefficient (ADC). Patients with lower nRF values at pre-RT, or a larger increase in nRF from pre-RT to post-RT, had significantly longer PFS. Time-dependent analysis showed that patterns of changes in ADC and anatomic volumes were associated with OS, while changes in nCBV, nPH, and the contrastenhancing volume were associated with PFS. Our studies suggest that quantitative MRI variables derived from anatomic and physiological MRI provide useful information for predicting outcome in patients with GBM.

Original languageEnglish (US)
Pages (from-to)546-557
Number of pages12
JournalNeuro-oncology
Volume13
Issue number5
DOIs
StatePublished - May 2011

Keywords

  • Glioblastoma multiforme
  • Magnetic resonance imaging
  • Survival

ASJC Scopus subject areas

  • Oncology
  • Clinical Neurology
  • Cancer Research

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    Li, Y., Lupo, J. M., Polley, M. Y., Crane, J. C., Bian, W., Cha, S., Chang, S., & Nelson, S. J. (2011). Serial analysis of imaging parameters in patients with newly diagnosed glioblastoma multiforme. Neuro-oncology, 13(5), 546-557. https://doi.org/10.1093/neuonc/noq194