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An epigenetic predictor of death captures multi-modal measures of brain health

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  • R.F. Hillary
  • A.J. Stevenson
  • S.R. Cox
  • D.L. McCartney
  • S.E. Harris
  • A. Seeboth
  • D. Sproul
  • A.M. Taylor
  • P. Redmond
  • J. Corley
  • A. Pattie
  • M.C.V. Hernández
  • S. Muñoz-Maniega
  • M.E. Bastin
  • J.M. Wardlaw
  • S. Horvath
  • C.W. Ritchie
  • T.L. Spires-Jones
  • A.M. McIntosh
  • K.L. Evans
  • I.J. Deary
  • R.E. Marioni
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<mark>Journal publication date</mark>31/08/2021
<mark>Journal</mark>Molecular Psychiatry
Volume2
Number of pages11
Pages (from-to)3806-3816
Publication StatusPublished
Early online date3/12/19
<mark>Original language</mark>English

Abstract

Individuals of the same chronological age exhibit disparate rates of biological ageing. Consequently, a number of methodologies have been proposed to determine biological age and primarily exploit variation at the level of DNA methylation (DNAm). A novel epigenetic clock, termed ‘DNAm GrimAge’ has outperformed its predecessors in predicting the risk of mortality as well as many age-related morbidities. However, the association between DNAm GrimAge and cognitive or neuroimaging phenotypes remains unknown. We explore these associations in the Lothian Birth Cohort 1936 (n = 709, mean age 73 years). Higher DNAm GrimAge was strongly associated with all-cause mortality over the eighth decade (Hazard Ratio per standard deviation increase in GrimAge: 1.81, P < 2.0 × 10−16). Higher DNAm GrimAge was associated with lower age 11 IQ (β = −0.11), lower age 73 general cognitive ability (β = −0.18), decreased brain volume (β = −0.25) and increased brain white matter hyperintensities (β = 0.17). There was tentative evidence for a longitudinal association between DNAm GrimAge and cognitive decline from age 70 to 79. Sixty-nine of 137 health- and brain-related phenotypes tested were significantly associated with GrimAge. Adjusting all models for childhood intelligence attenuated to non-significance a small number of associations (12/69 associations; 6 of which were cognitive traits), but not the association with general cognitive ability (33.9% attenuation). Higher DNAm GrimAge associates with lower cognitive ability and brain vascular lesions in older age, independently of early-life cognitive ability. This epigenetic predictor of mortality associates with different measures of brain health and may aid in the prediction of age-related cognitive decline.