Integrative Clinical and DNA Methylation Analyses in a Population-Based Cohort Identifies CDH17 and LRP2 as Risk Recurrence Factors in Stage II Colon Cancer.
Benjamin TournierRomain AucagneCaroline TruntzerCyril FournierFrançois GhiringhelliCaroline ChapusotLaurent MartinAnne Marie BouvierSylvain ManfrediValérie JoosteMary B CallananCôme LepagePublished in: Cancers (2022)
Stage II colon cancer (CC), although diagnosed early, accounts for 16% of CC deaths. Predictors of recurrence risk could mitigate this but are currently lacking. By using a DNA methylation-based clinical screening in real-world ( n = 383) and in TCGA-derived cohorts of stage II CC ( n = 134), we have devised a novel 40 CpG site-based classifier that can segregate stage II CC into four previously undescribed disease sub-classes that are characterised by distinct molecular features, including activation of MYC/E2F-dependant proliferation signatures. By multivariate analyses, hypermethylation of 2 CpG sites at genes CDH17 and LRP2 , respectively, was found to independently confer either significantly increased ( CDH17 ; p -value, 0.0203) or reduced ( LRP2 ; p -value, 0.0047) risk of CC recurrence. Functional enrichment and immune cell infiltration analyses, on RNAseq data from the TCGA cohort, revealed cases with hypermethylation at CDH17 to be enriched for KRAS , epithelial-mesenchymal transition and inflammatory functions (via IL2/STAT5), associated with infiltration by 'exhausted' T cells. By contrast, LRP2 hypermethylated cases showed enrichment for mTORC1, DNA repair pathways and activated B cell signatures. These findings will be of value for improving personalised care paths and treatment in stage II CC patients.
Keyphrases
- transforming growth factor
- epithelial mesenchymal transition
- dna methylation
- genome wide
- dna repair
- signaling pathway
- healthcare
- gene expression
- dna damage
- end stage renal disease
- magnetic resonance
- ejection fraction
- transcription factor
- palliative care
- electronic health record
- free survival
- chronic kidney disease
- newly diagnosed
- contrast enhanced
- wild type
- replacement therapy