Glioblastoma radiomics: can genomic and molecular characteristics correlate with imaging response patterns?

Neuroradiology. 2018 Oct;60(10):1043-1051. doi: 10.1007/s00234-018-2060-y. Epub 2018 Aug 10.

Abstract

Purpose: For glioblastoma (GBM), imaging response (IR) or pseudoprogression (PSP) is frequently observed after chemoradiation and may connote a favorable prognosis. With tumors categorized by the Cancer Genome Atlas Project (mesenchymal, classical, neural, and proneural) and by methylguanine-methyltransferase (MGMT) methylation status, we attempted to determine if certain genomic or molecular subtypes of GBM were specifically associated with IR or PSP.

Methods: Patients with GBM treated at two institutions were reviewed. Kaplan-Meier method was used to estimate overall survival (OS) and progression-free survival (PFS). Mantel-cox test determined effect of IR and PSP on OS and PFS. Fisher's exact test was utilized to correlate IR and PSP with genomic subtypes and MGMT status.

Results: Eighty-two patients with GBM were reviewed. The median OS and PFS were 17.9 months and 8.9 months. IR was observed in 28 (40%) and was associated with improved OS (median 29.4 vs 14.5 months p < 0.01) and PFS (median 17.7 vs 5.5 months, p < 0.01). PSP was observed in 14 (19.2%) and trended towards improved PFS (15.0 vs 7.7 months p = 0.08). Tumors with a proneural component had a higher rate of IR compared to those without a proneural component (IR 60% vs 28%; p = 0.03). MGMT methylation was associated with IR (58% vs 24%, p = 0.032), but not PSP (34%, p = 0.10).

Conclusion: IR is associated with improved OS and PFS. The proneural subtype and MGMT methylated tumors had higher rates of IR.

Keywords: Glioblastoma; Imaging response; Pseudoprogression; Radiomics; TCGA subtype.

Publication types

  • Multicenter Study

MeSH terms

  • Aged
  • Brain Neoplasms / diagnostic imaging*
  • Brain Neoplasms / genetics*
  • Brain Neoplasms / therapy*
  • Disease Progression
  • Female
  • Genomics*
  • Glioblastoma / diagnostic imaging*
  • Glioblastoma / genetics*
  • Glioblastoma / therapy*
  • Humans
  • Male
  • Middle Aged
  • Prognosis
  • Survival Rate