articleeLifeJan 14, 2022GOLD OA

DunedinPACE, a DNA methylation biomarker of the pace of aging

DWDaniel W BelskyACAvshalom CaspiDLDavid L CorcoranKSKaren SugdenRPRichie Poulton

Columbia University · Duke University · +8 more institutions

PubMed
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Abstract

Background

Measures to quantify changes in the pace of biological aging in response to intervention are needed to evaluate geroprotective interventions for humans. Previously, we showed that quantification of the pace of biological aging from a DNA-methylation blood test was possible (Belsky et al., 2020). Here, we report a next-generation DNA-methylation biomarker of Pace of Aging, DunedinPACE (for Pace of Aging Calculated from the Epigenome).

Methods

We used data from the Dunedin Study 1972-1973 birth cohort tracking within-individual decline in 19 indicators of organ-system integrity across four time points spanning two decades to model Pace of Aging. We distilled this two-decade Pace of Aging into a single-time-point DNA-methylation blood-test using elastic-net regression and a DNA-methylation dataset restricted to exclude probes with low test-retest reliability. We evaluated the resulting measure, named DunedinPACE, in five additional datasets.

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Authors

20
  • DW
    Daniel W BelskyCorresponding

    Columbia University

  • AC
    Avshalom Caspi

    Duke University, Center for Genomic Science

  • DL
    David L Corcoran

    Duke University, Center for Genomic Science

  • KS
    Karen Sugden

    Duke University

  • RP
    Richie Poulton

    University of Otago

Topics & keywords

Keywords
  • DNA methylation
  • Biomarker
  • Epigenetics
  • Pace
  • Medical research
  • DNA
  • Senescence
  • Methylation
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