4.7 Article

Longitudinal changes in the genetic and environmental influences on the epigenetic clocks across old age: Evidence from two twin cohorts

Journal

EBIOMEDICINE
Volume 40, Issue -, Pages 710-716

Publisher

ELSEVIER
DOI: 10.1016/j.ebiom.2019.01.040

Keywords

Epigenetic clock; DNA methylation; Aging; Heritability; Sources of variation

Funding

  1. NIH [R01 AG04563, AG10175, AG028555]
  2. MacArthur Foundation Research Network on Successful Aging
  3. Swedish Council for Working Life and Social Research (FAS/FORTE) [97: 0147: 1B, 2009-0795]
  4. Swedish Research Council [825-2007-7460, 825-2009-6141, 521-2013-8689, 201503255]
  5. JPND/Swedish Research Council [2015-06796]
  6. FORTE [20132292]
  7. Loo & Hans Osterman Foundation
  8. Foundation for Geriatric Diseases
  9. Magnus Bergwall Foundation
  10. Strategic Research Program in Epidemiology at Karolinska Institutet
  11. VELUX FOUNDATION
  12. U.S. National Institute on Aging [P01-AG08761]
  13. European Union's Seventh Framework Programme (FP7/2007-2011) [259679]
  14. Danish National Program for Research Infrastructure 2007 [9-063256]
  15. Swedish Research Council [2015-06796] Funding Source: Swedish Research Council
  16. Vinnova [2015-06796] Funding Source: Vinnova

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Background: Measures based on DNA methylation, epigenetic clocks, have recently gained attraction as predictors of mortality and age-related pathologies. However, the origins of variation in these measures are not well understood. Methods: In a pooled sample of 104 Swedish and Danish twin pairs, we estimated, at the mean age of 70 (baseline) and 79 years (follow-up), the genetic and environmental influences on the Horvath and Levine clocks. Findings: A model incorporating additive genetic (A) and person-specific environmental (E) influences best explained the variation in both clocks. Heritability was estimated at 55% at baseline and at 51% at follow-up for the Horvath clock and 34% at baseline and 41% at follow-up for the Levine clock. For the Horvath clock, new sources of A influences emerged at follow-up, whereas for the Levine clock, the same A influences accounted for the genetic variance at both measurement occasions. The cross-time phenotypic correlations, 0.52 for the Horvath clock and 0.36 for the Levine clock, were mediated primarily by genetic factors, whereas the person-specific environmental factors were completely different at the two measurement occasions. Interpretation: For both clocks, new sources of person-specific environmental influences emerge with age. The epigenetic clocks might thus be responsive to new environmental stimuli even at old age. (C) 2019 The Authors. Published by Elsevier B.V.

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