DNA甲基化
CpG站点
生物
老化
甲基化
遗传学
表观基因组
表观遗传学
全基因组关联研究
基因
单核苷酸多态性
基因型
基因表达
作者
Daniel L. McCartney,Futao Zhang,Robert F. Hillary,Qian Zhang,Anna J. Stevenson,Rosie M. Walker,Mairead L. Bermingham,Thibaud Boutin,Stewart W. Morris,Archie Campbell,Alison D. Murray,Heather C. Whalley,David J. Porteous,Caroline Hayward,Kathryn L. Evans,Tamir Chandra,Ian J. Deary,Andrew M. McIntosh,Jian Yang,Peter M. Visscher,Allan F. McRae,Riccardo E. Marioni
标识
DOI:10.1186/s13073-019-0693-z
摘要
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.
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