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Blood DNA methylation sites predict death risk in a longitudinal study of 12, 300 individuals
- Source :
- Aging (Albany NY), Aging 12, 14092-14124 (2020), Colicino, E, Marioni, R, Ward-Caviness, C, Gondalia, R, Guan, W, Chen, B H, Tsai, P-C, Huan, T, Xu, G, Agha, G, Schwartz, J, Vokonas, P, Just, A C, Starr, J, Mcrae, A F, Wray, N, Visscher, P, Bressler, J, Zhang, W, Toshiko, T, Moore, A Z, Pilling, L C, Zhang, G, Stewart, J, Li, Y, Hou, L, Castillo-Fernandez, J, Spector, T D, Kiel, D P, Murabito, J M, Liu, C, Mendelson, M, Assimes, T, Absher, D, Tsaho, P S, Lu, A T, Ferrucci, L, Wilson, R P, Waldenberger, M, Prokisch, H, Bandinelli, S, Bell, J T, Levy, D, Deary, I, Horvath, S, Pankow, J, Peters, A, Whitsel, E A & Baccarelli, A A 2020, ' Blood DNA methylation sites predict death risk in a longitudinal study of 12,300 individuals ', Aging, vol. 12, no. 14, pp. 14092—14124 . https://doi.org/10.18632/aging.103408
- Publication Year :
- 2020
- Publisher :
- Impact Journals, LLC, 2020.
-
Abstract
- DNA methylation has fundamental roles in gene programming and aging that may help predict mortality. However, no large-scale study has investigated whether site-specific DNA methylation predicts all-cause mortality. We used the Illumina-HumanMethylation450-BeadChip to identify blood DNA methylation sites associated with all-cause mortality for 12, 300 participants in 12 Cohorts of the Heart and Aging Research in Genetic Epidemiology (CHARGE) Consortium. Over an average 10-year follow-up, there were 2,561 deaths across the cohorts. Nine sites mapping to three intergenic and six gene-specific regions were associated with mortality (P < 9.3x10-7) independently of age and other mortality predictors. Six sites (cg14866069, cg23666362, cg20045320, cg07839457, cg07677157, cg09615688)—mapping respectively to BMPR1B, MIR1973, IFITM3, NLRC5, and two intergenic regions—were associated with reduced mortality risk. The remaining three sites (cg17086398, cg12619262, cg18424841)—mapping respectively to SERINC2, CHST12, and an intergenic region—were associated with increased mortality risk. DNA methylation at each site predicted 5%¬¬–15% of all deaths. We also assessed the causal association of those sites to age-related chronic diseases by using Mendelian randomization, identifying weak causal relationship between cg18424841 and cg09615688 with coronary heart disease. Of the nine sites, three (cg20045320, cg07839457, cg07677157) were associated with lower incidence of heart disease risk and two (cg20045320, cg07839457) with smoking and inflammation in prior CHARGE analyses. Methylation of cg20045320, cg07839457, and cg17086398 was associated with decreased expression of nearby genes (IFITM3, IRF, NLRC5, MT1, MT2, MARCKSL1) linked to immune responses and cardiometabolic diseases. These sites may serve as useful clinical tools for mortality risk assessment and preventative care.
- Subjects :
- Adult
Male
Oncology
Aging
medicine.medical_specialty
Longitudinal study
Quantitative Trait Loci
epigenome-wide association studies
Risk Assessment
Epigenesis, Genetic
450K
Cohort Studies
Intergenic region
Meta-Analysis as Topic
Predictive Value of Tests
Cause of Death
Internal medicine
Mendelian randomization
medicine
Humans
Longitudinal Studies
Gene
Aged
450k
Dna Methylation
All-cause Mortality
Epigenome-wide Association Studies
DNA methylation
business.industry
aging
Chromosome Mapping
Cell Biology
Methylation
Middle Aged
Genetic epidemiology
Chronic Disease
all-cause mortality
Female
Risk assessment
business
Follow-Up Studies
Genome-Wide Association Study
Research Paper
Subjects
Details
- ISSN :
- 19454589
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Aging
- Accession number :
- edsair.doi.dedup.....b6fcd1ed2aa3f2ec0241f86d61f2f28d
- Full Text :
- https://doi.org/10.18632/aging.103408