An epigenome-wide association study of sex-specific chronological ageing

Author:

McCartney Daniel L.,Zhang Futao,Hillary Robert F.,Zhang Qian,Stevenson Anna J.,Walker Rosie M.,Bermingham Mairead L.,Boutin Thibaud,Morris Stewart W.,Campbell Archie,Murray Alison D.,Whalley Heather C.,Porteous David J.,Hayward Caroline,Evans Kathryn L.,Chandra Tamir,Deary Ian J.,McIntosh Andrew M.,Yang Jian,Visscher Peter M.,McRae Allan F.,Marioni Riccardo E.ORCID

Abstract

Abstract Background Advanced age is associated with cognitive and physical decline and is a major risk factor for a multitude of disorders. There is also a gap in life expectancy between males and females. DNA methylation differences have been shown to be associated with both age and sex. Here, we investigate age-by-sex differences in blood-based DNA methylation in an unrelated cohort of 2586 individuals between the ages of 18 and 87 years, with replication in a further 4450 individuals between the ages of 18 and 93 years. Methods Linear regression models were applied, with stringent genome-wide significance thresholds (p < 3.6 × 10−8) used in both the discovery and replication data. A second, highly conservative mixed linear model method that better controls the false-positive rate was also applied, using the same genome-wide significance thresholds. Results Using the linear regression method, 52 autosomal and 597 X-linked CpG sites, mapping to 251 unique genes, replicated with concordant effect size directions in the age-by-sex interaction analysis. The site with the greatest difference mapped to GAGE10, an X-linked gene. Here, DNA methylation levels remained stable across the male adult age range (DNA methylation by age r = 0.02) but decreased across female adult age range (DNA methylation by age r = − 0.61). One site (cg23722529) with a significant age-by-sex interaction also had a quantitative trait locus (rs17321482) that is a genome-wide significant variant for prostate cancer. The mixed linear model method identified 11 CpG sites associated with the age-by-sex interaction. Conclusion The majority of differences in age-associated DNA methylation trajectories between sexes are present on the X chromosome. Several of these differences occur within genes that have been implicated in sexually dimorphic traits.

Funder

Wellcome Trust

Alzheimer’s Research UK

National Health and Medical Research Council

Publisher

Springer Science and Business Media LLC

Subject

Genetics (clinical),Genetics,Molecular Biology,Molecular Medicine

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