PLoS ONE (Jan 2015)

Intra-Gene DNA Methylation Variability Is a Clinically Independent Prognostic Marker in Women's Cancers.

  • Thomas E Bartlett,
  • Allison Jones,
  • Ellen L Goode,
  • Brooke L Fridley,
  • Julie M Cunningham,
  • Els M J J Berns,
  • Elisabeth Wik,
  • Helga B Salvesen,
  • Ben Davidson,
  • Claes G Trope,
  • Sandrina Lambrechts,
  • Ignace Vergote,
  • Martin Widschwendter

DOI
https://doi.org/10.1371/journal.pone.0143178
Journal volume & issue
Vol. 10, no. 12
p. e0143178

Abstract

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We introduce a novel per-gene measure of intra-gene DNA methylation variability (IGV) based on the Illumina Infinium HumanMethylation450 platform, which is prognostic independently of well-known predictors of clinical outcome. Using IGV, we derive a robust gene-panel prognostic signature for ovarian cancer (OC, n = 221), which validates in two independent data sets from Mayo Clinic (n = 198) and TCGA (n = 358), with significance of p = 0.004 in both sets. The OC prognostic signature gene-panel is comprised of four gene groups, which represent distinct biological processes. We show the IGV measurements of these gene groups are most likely a reflection of a mixture of intra-tumour heterogeneity and transcription factor (TF) binding/activity. IGV can be used to predict clinical outcome in patients individually, providing a surrogate read-out of hard-to-measure disease processes.