DunedinPACE, a DNA methylation biomarker of the pace of aging
Columbia University · Duke University · +8 more institutions
Abstract
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).
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.
Citation impact
- FWCI
- 68.52
- Percentile
- 100%
- References
- 70
Authors
20- DWDaniel W BelskyCorresponding
Columbia University
- ACAvshalom Caspi
Duke University, Center for Genomic Science
- DLDavid L Corcoran
Duke University, Center for Genomic Science
- KSKaren Sugden
Duke University
- RPRichie Poulton
University of Otago
Topics & keywords
- DNA methylation
- Biomarker
- Epigenetics
- Pace
- Medical research
- DNA
- Senescence
- Methylation
Funding
- HRHealth ResearchAward: 16-604
- MOMinistry of Business, Innovation and Employment
- MRMedical Research CouncilAwards: MR/N01104X/1, MR/P005918/1, MR/P005918/1
- EAEconomic and Social Research CouncilAwards: ES/M008592/1, ES/P010113/1, ES/S008349/1
- NINational Institute on AgingAwards: AG061378, AG066887, AG032282