Journal
CLINICAL EPIGENETICS
Volume 13, Issue 1, Pages -Publisher
BMC
DOI: 10.1186/s13148-021-01075-9
Keywords
DNA methylation; EWAS; Cognition; Aging; Longitudinal
Categories
Funding
- Karolinska Institute
- Swedish Research Council for Health, Working Life and Welfare [2013-02292, 2018-01201]
- Swedish Research Council [2013-08689, 2015-03255, 2015-06796, 2019-01272, 825-2007-7460, 825-2009-6141]
- National Institutes of Health (NIH) [AG04563, AG10175]
- MacArthur Foundation Research Network on Successful Aging
- Swedish Research Council for Working Life and Social Research (FAS) [97:0147:1B, 2009-0795]
- NIH [AG17561, AG028555]
- Vinnova [2015-06796] Funding Source: Vinnova
- Swedish Research Council [2013-08689, 2015-06796] Funding Source: Swedish Research Council
- Forte [2018-01201, 2013-02292] Funding Source: Forte
- Formas [2018-01201] Funding Source: Formas
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The study found associations between leukocyte DNA methylation and level of cognitive abilities but not with change in cognitive abilities. These associations were significantly attenuated in within-pair analyses, indicating they are influenced in part by genetic factors.
Background Epigenetic mechanisms are important in aging and may be involved in late-life changes in cognitive abilities. We conducted an epigenome-wide association study of leukocyte DNA methylation in relation to level and change in cognitive abilities, from midlife through late life in 535 Swedish twins. Results Methylation levels were measured with the Infinium Human Methylation 450 K or Infinium MethylationEPIC array, and all sites passing quality control on both arrays were selected for analysis (n = 250,816). Empirical Bayes estimates of individual intercept (age 65), linear, and quadratic change were obtained from latent growth curve models of cognitive traits and used as outcomes in linear regression models. Significant sites (p < 2.4 x 10(-7)) were followed up in between-within twin pair models adjusting for familial confounding and full-growth modeling. We identified six significant associations between DNA methylation and level of cognitive abilities at age 65: cg18064256 (PPP1R13L) with processing speed and spatial ability; cg04549090 (NRXN3) with spatial ability; cg09988380 (POGZ), cg25651129 (-), and cg08011941 (ENTPD8) with working memory. The genes are involved in neuroinflammation, neuropsychiatric disorders, and ATP metabolism. Within-pair associations were approximately half that of between-pair associations across all sites. In full-growth curve models, associations between DNA methylation and cognitive level at age 65 were of small effect sizes, and associations between DNA methylation and longitudinal change in cognitive abilities of very small effect sizes. Conclusions Leukocyte DNA methylation was associated with level, but not change in cognitive abilities. The associations were substantially attenuated in within-pair analyses, indicating they are influenced in part by genetic factors.
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