1. Integrative analysis of clinical and epigenetic biomarkers of mortality
- Author
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Huan, Tianxiao, Nguyen, Steve, Colicino, Elena, Ochoa-Rosales, Carolina, Hill, W David, Brody, Jennifer A, Soerensen, Mette, Zhang, Yan, Baldassari, Antoine, Elhadad, Mohamed Ahmed, Toshiko, Tanaka, Zheng, Yinan, Domingo-Relloso, Arce, Lee, Dong Heon, Ma, Jiantao, Yao, Chen, Liu, Chunyu, Hwang, Shih-Jen, Joehanes, Roby, Fornage, Myriam, Bressler, Jan, van Meurs, Joyce B J, Debrabant, Birgit, Mengel-From, Jonas, Hjelmborg, Jacob, Christensen, Kaare, Vokonas, Pantel, Schwartz, Joel, Gahrib, Sina A, Sotoodehnia, Nona, Sitlani, Colleen M, Kunze, Sonja, Gieger, Christian, Peters, Annette, Waldenberger, Melanie, Deary, Ian J, Ferrucci, Luigi, Qu, Yishu, Greenland, Philip, Lloyd-Jones, Donald M, Hou, Lifang, Bandinelli, Stefania, Voortman, Trudy, Hermann, Brenner, Baccarelli, Andrea, Whitsel, Eric, Pankow, James S, Levy, Daniel, Ochoa‐Rosales, Carolina, Hill, W. David, Brody, Jennifer A., Domingo‐Relloso, Arce, Hwang, Shih‐Jen, van Meurs, Joyce B.J., Mengel‐From, Jonas, Gahrib, Sina A., Sitlani, Colleen M., Deary, Ian J., Lloyd‐Jones, Donald M., Pankow, James S., Meurs, Joyce B.J., National Institutes of Health (Estados Unidos), NIH - National Heart, Lung, and Blood Institute (NHLBI) (Estados Unidos), NIH - Center for Information Technology (Estados Unidos), NIH - National Institute of Neurological Disorders and Stroke (NINDS) (Estados Unidos), NIH - National Institute on Aging (NIA) (Estados Unidos), Fundación Merck Salud, Laughlin Family, Alpha Phi Foundation, Locke Charitable Foundation, National Center for Advancing Translational Sciences (Estados Unidos), NIH - National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) (Estados Unidos), Danish Council for Independent Research, Unión Europea. Comisión Europea. 7 Programa Marco, United States of Department of Health & Human Services, NIH - National Institute of Environmental Health Sciences (NIEHS) (Estados Unidos), Biotechnology and Biological Sciences Research Council (Reino Unido), Royal Society (Reino Unido), Scottish Government, Age UK (Reino Unido), Centre for Cognitive Ageing and Cognitive Epidemiology (Reino Unido), Wellcome Trust, University of Edinburgh (Reino Unido), University of Queensland (Australia), Medical Research Council (Reino Unido), United States Department of Veterans Affairs, Massachusetts Veterans Education Research and Information Center (MAVERIC), Epidemiology, and Internal Medicine
- Subjects
Epigenomics ,Male ,Aging ,DNA methylation ,Cell Biology ,DNA Methylation ,Cardiovascular disease ,Epigenesis, Genetic ,SDG 3 - Good Health and Well-being ,Cardiovascular Diseases ,Neoplasms ,Machine learning ,Humans ,Mortality ,Dna Methylation ,Cancer ,Cardiovascular Disease ,Machine Learning ,Biomarkers - Abstract
DNA methylation (DNAm) has been reported to be associated with many diseases and with mortality. We hypothesized that the integration of DNAm with clinical risk factors would improve mortality prediction. We performed an epigenome-wide association study of whole blood DNAm in relation to mortality in 15 cohorts (n = 15,013). During a mean follow-up of 10 years, there were 4314 deaths from all causes including 1235 cardiovascular disease (CVD) deaths and 868 cancer deaths. Ancestry-stratified meta-analysis of all-cause mortality identified 163 CpGs in European ancestry (EA) and 17 in African ancestry (AA) participants at p
- Published
- 2022