DNA Methylation Profile in CpG-depleted Regions Uncovers a High-risk Subtype of Early-stage Colorectal Cancer
Overview
Authors
Affiliations
Background: The current risk stratification system defined by clinicopathological features does not identify the risk of recurrence in early-stage (stage I-II) colorectal cancer (CRC) with sufficient accuracy. We aimed to investigate whether DNA methylation could serve as a novel biomarker for predicting prognosis in early-stage CRC patients.
Methods: We analyzed the genome-wide methylation status of CpG loci using Infinium MethylationEPIC array run on primary tumor tissues and normal mucosa of early-stage CRC patients to identify potential methylation markers for prognosis. The machine-learning approach was applied to construct a DNA methylation-based prognostic classifier for early-stage CRC (MePEC) using the 4 gene methylation markers FAT3, KAZN, TLE4, and DUSP3. The prognostic value of the classifier was evaluated in 2 independent cohorts (n = 438 and 359, respectively).
Results: The comprehensive analysis identified an epigenetic subtype with high risk of recurrence based on a group of CpG loci in the CpG-depleted region. In multivariable analysis, the MePEC classifier was independently and statistically significantly associated with time to recurrence in validation cohort 1 (hazard ratio = 2.35, 95% confidence interval = 1.47 to 3.76, P < .001) and cohort 2 (hazard ratio = 3.20, 95% confidence interval = 1.92 to 5.33, P < .001). All results were further confirmed after each cohort was stratified by clinicopathological variables and molecular subtypes.
Conclusions: We demonstrated the prognostic statistical significance of a DNA methylation profile in the CpG-depleted region, which may serve as a valuable source for tumor biomarkers. MePEC could identify an epigenetic subtype with high risk of recurrence and improve the prognostic accuracy of current clinical variables in early-stage CRC.
Liu B, Xie Y, Zhang Y, Tang G, Lin J, Yuan Z Cell Biosci. 2025; 15(1):7.
PMID: 39844296 PMC: 11756021. DOI: 10.1186/s13578-024-01337-y.
Draskovic T, Omahen L, Jerse M, Zidar N, Hauptman N Cancers (Basel). 2024; 16(23).
PMID: 39682186 PMC: 11640184. DOI: 10.3390/cancers16234000.
Wang C, Zhao Y, Zhang S, Du M, He G, Tan S J Cell Mol Med. 2024; 28(18):e70102.
PMID: 39294858 PMC: 11410558. DOI: 10.1111/jcmm.70102.
Zhuang Z, Lin J, Wan Z, Weng J, Yuan Z, Xie Y BMC Med. 2024; 22(1):352.
PMID: 39218882 PMC: 11367996. DOI: 10.1186/s12916-024-03573-y.
Methyltransferase DNMT3B promotes colorectal cancer cell proliferation by inhibiting PLCG2.
Ji Y, Wang Y, Zou J, Liu G, Xia M, Ren J Acta Biochim Biophys Sin (Shanghai). 2024; 56(12):1848-1859.
PMID: 39108206 PMC: 11693860. DOI: 10.3724/abbs.2024117.