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. 2025 Sep;133(4):564-573.
doi: 10.1038/s41416-025-03064-8. Epub 2025 Jun 12.

Association between methylation quantitative trait loci and colorectal cancer risk, survival and cancer recurrence

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Association between methylation quantitative trait loci and colorectal cancer risk, survival and cancer recurrence

Ines Mesa-Eguiagaray et al. Br J Cancer. 2025 Sep.

Abstract

Background: Epigenetic changes contribute to colorectal cancer (CRC) pathogenesis. We investigated whether methylation quantitative trait loci (mQTLs) are associated with CRC risk, survival and recurrence.

Methods: Using a well-characterised Scottish case-control study (6821 CRC cases, 14,692 controls), we derived 118,982 mQTLs based on the Genetics of DNA Methylation Consortium (GoDMC). Association analysis between mQTLs and CRC risk, survival and recurrence was performed using logistic regression or Cox models respectively. Additionally, colocalisation analysis was performed.

Results: 19 mQTLs within 10 distinct genomic regions were associated with CRC risk. Two novel regions were mapped to MDGA2 (p value = 3.0 × 10 - 6 ) and STARD3 (p value = 5.6 × 10 - 6 ). Four regions mapped to POU5F1B, POU2AF2 (c11orf53)/POU2AF3 (COLCA2), GREM1 and CABLES2 were previously identified. Four regions mapped to PPA2, PANDAR/LAP3P2, POU6F1 and CTIF contained SNPs previously identified by CRC GWAS but with SNPs annotated to different genes. We found no evidence that any of the 19 mQTLs associated with CRC risk influenced survival or recurrence after FDR correction. Colocalisation analysis suggested that in three of the ten regions the causal variants were shared for methylation and CRC risk.

Conclusion: This study adds to the repertoire of CRC genes. However, we found no associations between methylation and CRC survival or recurrence.

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Conflict of interest statement

Competing interests: The authors declare no competing interests. Ethics approval and consent to participate: Ethics approval was obtained from the Multi-Centre Research Ethics committee for Scotland (approval number MREC/ 01/0/5) in accordance with the Declaration of Helsinki. Patients and controls gave informed consent to take part in the Scottish case-control studies and to provide clinical data and blood and tumour samples. Patients and the public were not involved in the design of the study.

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References

    1. Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71:209–49. - PubMed
    1. Jiao S, Peters U, Berndt S, Brenner H, Butterbach K, Caan BJ, et al. Estimating the heritability of colorectal cancer. Hum Mol Genet. 2014;23:3898–905. - PubMed - PMC
    1. Mucci LA, Hjelmborg JB, Harris JR, Czene K, Havelick DJ, Scheike T, et al. Familial risk and heritability of cancer among twins in Nordic Countries. Jama. 2016;315:68–76. - PubMed - PMC
    1. Fernandez-Rozadilla C, Timofeeva M, Chen Z, Law P, Thomas M, Schmit S, et al. Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries. Nat Genet. 2023;55:89–99. - PubMed
    1. Penney KL, Banbury BL, Bien S, Harrison TA, Hua X, Phipps AI, et al. Genetic variant associated with survival of patients with stage II-III Colon Cancer. Clin Gastroenterol Hepatol. 2020;18:2717–23.e3. - PubMed

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