Senescence-associated-gene signature identifies genes linked to age, prognosis, and progression of human gliomas

J Geriatr Oncol. 2014 Oct 1;5(4):389-99. doi: 10.1016/j.jgo.2014.08.003. Epub 2014 Sep 11.

Abstract

Background: Senescence-associated genes (SAGs) are responsible for the senescence-associated secretory phenotype, linked in turn to cellular aging, the aging brain, and the pathogenesis of cancer.

Objective: We hypothesized that senescence-associated genes are overexpressed in older patients, in higher grades of glioma, and portend a poor prognosis.

Methods: Forty-seven gliomas were arrayed on a custom version of the Affymetrix HG-U133+2.0 GeneChip, for expression of fourteen senescence-associated genes: CCL2, CCL7, CDKN1A, COPG, CSF2RB, CXCL1, ICAM-1, IGFBP-3, IL-6, IL-8, SAA4, TNFRSF-11B, TNFSF-11 and TP53. A combined "senescence score" was generated using principal component analysis to measure the combined effect of the senescence-associated gene signature.

Results: An elevated senescence score correlated with older age (r=0.37; P=.01) as well as a higher degree of malignancy, as determined by WHO, histological grade (r=0.49; P<.001). There was a mild association with poor prognosis (P=.06). Gliosarcomas showed the highest scores. Six genes independently correlated with either age (IL-6, TNFRSF-11B, IGFBP-3, SAA4, and COPG), prognosis (IL-6, SAA4), or the grade of the glioma (IL-6, IL-8, ICAM-1, IGFBP-3, and COPG).

Conclusion: We report: 1) a novel molecular signature in human gliomas, based on cellular senescence, translating the concept of SAG to human cancer; 2) the senescence signature is composed of genes central to the pathogenesis of gliomas, defining a novel, aggressive subtype of glioma; and 3) these genes provide prognostic biomarkers, as well as targets, for drug discovery and immunotherapy.

Keywords: Aging; Astrocytoma; Biomarker; Genomics; Glioblastoma; Interleukin-6; Senescence.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Age Factors
  • Aged
  • Aged, 80 and over
  • Aging / genetics*
  • Brain
  • Brain Neoplasms / genetics*
  • Brain Neoplasms / pathology
  • Cellular Senescence / genetics*
  • Disease Progression*
  • Female
  • Gene Expression Regulation, Neoplastic / genetics*
  • Glioma / genetics*
  • Glioma / pathology
  • Humans
  • Male
  • Middle Aged
  • Neoplasm Grading
  • Oligonucleotide Array Sequence Analysis / methods
  • Principal Component Analysis
  • Prognosis
  • Severity of Illness Index
  • Survival Analysis