Unique genome-wide map of TCF4 and STAT3 targets using ChIP-seq reveals their association with new molecular subtypes of glioblastoma

Neuro Oncol. 2013 Mar;15(3):279-89. doi: 10.1093/neuonc/nos306. Epub 2013 Jan 7.

Abstract

Background: Aberrant activation of beta-catenin/TCF4 and STAT3 signaling in glioblastoma multiforme (GBM) has been reported. However, the molecular mechanisms related to this process are still poorly understood.

Methods: Genome-wide screening of the binding characteristics of the transcription factors TCF4 and STAT3 in GBM cells was performed by chromatin immunoprecipitation sequencing (ChIP-seq) assay. Hierarchical clustering was used to analyze the association of TCF4 and STAT3 coregulated genes with The Cancer Genome Atlas (TCGA) GBM subtypes (classical, mesenchymal, neural, and proneural). New molecular classification of GBM was proposed and validated in Western and Asian populations.

Results: We identified 1250 overlapping putative target genes that were coregulated by TCF4 and STAT3. Further, the coregulated genes had the potential to guide TCGA GBM subtypes. Finally, we proposed a new molecular classification of GBM into 2 subtypes (proneural-like and mesenchymal-like) and showed that the new classification could be applied to both Western and Asian populations. In addition, the GBM response to temozolomide therapy differed depending on its subtype; mesenchymal-like GBM benefited, while there was no benefit for proneural-like GBM.

Conclusions: This is the first comprehensive study to combine a ChIP-seq assay of TCF4 and STAT3 and data mining of patient cohorts to derive molecular subtypes of GBM.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Basic Helix-Loop-Helix Leucine Zipper Transcription Factors / genetics
  • Basic Helix-Loop-Helix Leucine Zipper Transcription Factors / metabolism*
  • Binding Sites
  • Biomarkers, Tumor / genetics*
  • Brain Neoplasms / classification*
  • Brain Neoplasms / genetics
  • Brain Neoplasms / mortality
  • Brain Neoplasms / pathology
  • Chromatin Immunoprecipitation
  • Cohort Studies
  • DNA Methylation
  • Female
  • Follow-Up Studies
  • Gene Expression Profiling
  • Genome, Human*
  • Glioblastoma / classification*
  • Glioblastoma / genetics
  • Glioblastoma / mortality
  • Glioblastoma / pathology
  • Humans
  • Male
  • Mesoderm / metabolism
  • Mesoderm / pathology
  • Middle Aged
  • Neurons / metabolism
  • Neurons / pathology
  • Oligonucleotide Array Sequence Analysis
  • Prognosis
  • Promoter Regions, Genetic
  • RNA, Messenger / genetics
  • Real-Time Polymerase Chain Reaction
  • Reverse Transcriptase Polymerase Chain Reaction
  • STAT3 Transcription Factor / genetics
  • STAT3 Transcription Factor / metabolism*
  • Survival Rate
  • Transcription Factor 4
  • Transcription Factors / genetics
  • Transcription Factors / metabolism*

Substances

  • Basic Helix-Loop-Helix Leucine Zipper Transcription Factors
  • Biomarkers, Tumor
  • RNA, Messenger
  • STAT3 Transcription Factor
  • STAT3 protein, human
  • TCF4 protein, human
  • Transcription Factor 4
  • Transcription Factors