BMC CancerGenomicsPeer-reviewed journal article
Validation of hypermethylated DNA regions found in colorectal cancers as potential aging-independent biomarkers of precancerous colorectal lesions
Sija SajibuiD, Emanuel SonderiD, Amit Kumar TiwariiD, Stephany OrjuelaiD, Hannah R. Parker, Frans Olivier TheiD, Christoph GubleriD, Giancarlo MarraiD, Mark D. RobinsoniD
Abstract
BackgroundWe previously identified 16,772 colorectal cancer-associated hypermethylated DNA regions that were also detectable in precancerous colorectal lesions (preCRCs) and unrelated to normal mucosal aging. We have now conducted a study to validate 990 of these differentially methylated DNA regions (DMR) in a new series of preCRCs. MethodsWe used targeted bisulfite sequencing to validate these 990 potential biomarkers in 59 preCRC tissue samples (41 conventional adenomas, 18 sessile serrated lesions), each with a patient-matched normal mucosal sample. Based on differential DNA methylation tests, a panel of (candidate) DMRs was chosen on a subset of the (our) cohort and validated on the remaining part of our cohort and (two) further publicly available datasets with respect to their stratifying potential between preCRCs and normal mucosa. ResultsStrong statistical significance for the difference in methylation levels was observed across the full set of 990 investigated DMRs. From these, a selected candidate panel of 30 DMRs correctly identified 58/59 tumors (area under the receiver operating curve: 0.998). ConclusionsThese validated DNA hypermethylation markers can be exploited to develop more accurate noninvasive colorectal tumor screening assays.
- organism: human
- assay: DNA methylation
- research focus: differential expression
- approach: statistical model
- Citations
- 2
- FWCI
- 0.18
- Field percentile
- 39th percentile
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Machine learning identifies cell-free DNA 5-hydroxymethylation biomarkers that detect occult colorectal cancer in PLCO Screening Trial subjects
Diana C. West-Szymanski, Zhou Zhang, … Wei Zhang·bioRxiv·Feb 25, 2024
- 5-methylcytosine and 5-hydroxymethylcytosine are synergistic biomarkers for early detection of colorectal cancer
Fabio Puddu, Annelie Johansson, … Robert J. Osborne·Communications MedicinePeer-reviewed·Jan 20, 2026
- Global Hypomethylation in Cell-free DNA Enables Non-invasive Colorectal Cancer Screening: Results from a Retrospective Validation Study
Shahdeep Kaur, Shefali Lathwal, … Shalini Gupta·Computational and Structural Biotechnology JournalPeer-reviewed·Jan 1, 2026
- Circulating bacterial DNA as a tool towards non-invasive biomarkers for colorectal cancer and adenoma
- DNA methylation signatures of mismatch repair-deficient colorectal cancer
Rebecca Ward, Molly Endicott, … Amy P. Webster·bioRxiv·Apr 13, 2026
- Epigenetic Regulation Explains The Functionality Behind Colon Cancer Specific Biomarker Septin9
L. Vizkeleti, C. Kiss, … S. Spisak·bioRxiv·Jan 31, 2023