Epigenetic age and long-term cancer risk following a stroke

• Published in: Genome medicine Vol. 16; no. 1; pp. 135 - 13
• Main Authors: Suárez-Pérez, Antoni, Macias-Gómez, Adrià, Fernández-Pérez, Isabel, Vallverdú-Prats, Marta, Cuadrado-Godia, Elisa, Giralt-Steinhauer, Eva, Campanale, Maia, Guisado-Alonso, Daniel, Rodríguez-Campello, Ana, Jiménez-Balado, Joan, Jiménez-Conde, Jordi, Ois, Angel
• Format: Journal Article
• Language: English
• Published: London BioMed Central 22.11.2024; BioMed Central Ltd; BMC
• Subjects: Advances in healthy aging and age-related diseases; Age; Age Factors; Aged; Aged, 80 and over; Aging; Aging - genetics; B cells; Bioinformatics; Biomedical and Life Sciences; Biomedicine; Blood cell count; Cancer; Cancer Research; Development and progression; DNA Methylation; Epigenesis, Genetic; Epigenetic clock; Epigenetic inheritance; Epigenetics; Ethylenediaminetetraacetic acid; Female; Hospitals; Human Genetics; Humans; Incidence; Ischemia; Male; Medical diagnosis; Medical records; Medicine/Public Health; Metabolomics; Methylation; Middle Aged; Mortality; Neoplasms - complications; Neoplasms - genetics; Oncology, Experimental; Patients; Primary care; Prospective Studies; Risk Factors; Stroke; Stroke - epidemiology; Stroke - etiology; Stroke - genetics; Systems Biology; Tumors; Variables; Netherlands; DNA methylation; Aging; Stroke; Epigenetic clock; Cancer
• ISSN: 1756-994X; 1756-994X
• DOI: 10.1186/s13073-024-01408-2

Background The association between increased cancer risk following a cerebrovascular event (CVE) has been previously reported. We hypothesize that biological age (B-age) acceleration is involved in this association. Our study aims to examine B-age as a novel contributing factor to cancer development post-CVE. Methods From our prospective stroke registry (BasicMar), we selected 940 cases with epigenetic data. For this study, we specifically analyzed 648 of these patients who had available data, no prior history of cancer, and a minimum follow-up of 3 months. The primary outcome was cancer incidence. B-age was estimated using DNA methylation data derived from whole blood samples obtained within 24 h of stroke onset, employing various epigenetic clocks (including Hannum, Horvath, PhenoAge, Zhang BLUP , Zhang EN , and the mitotic epiTOC). Extrinsic epigenetic age acceleration (EEAA) was calculated as the residuals from the regression of B-age against chronological age (C-age). For epiTOC, the age-adjusted values were obtained by regressing out the effect of age from the raw epiTOC measurements. Estimated white cell counts were derived from DNA methylation data, and these cell fractions were used to compute the intrinsic epigenetic age acceleration (IEAA). Subsequently, we evaluated the independent association between EEAA, IEAA, and cancer incidence while controlling for potential confounding variables. Results Among 648 patients with a median follow-up of 8.15 years, 83 (12.8%) developed cancer. Cox multivariable analyses indicated significant associations between Hannum, Zhang, and epiTOC EEAA and the risk of cancer after CVE. After adjusting for multiple testing and competing risks, EEAA measured by Hannum clock maintained an independent association with cancer risk. Specifically, for each year increase in Hannum’s EEAA, we observed a 6.0% increased incidence of cancer (HR 1.06 [1.02–1.10], p value = 0.002). Conclusions Our findings suggest that epigenetic accelerated aging, as indicated by Hannum’s EEAA, may play a significant role in the increased cancer risk observed in CVE survivors.