Quantification of the pace of biological aging in humans through a blood test: the DunedinPACE DNA methylation algorithm [article]

Daniel W Belsky, Avshalom Caspi, David L Corcoran, Karen Sugden, Richie Poulton, Louise Arseneault, Andrea Baccarelli, K Chamarti, Xu Gao, Eilis Hannon, HonaLee Harrington, Renate Houts (+8 others)
2021 medRxiv   pre-print
Measures to quantify changes in the pace of biological aging in response to intervention are needed to evaluate geroprotective interventions for humans. Here, we report an advance on our original method (Belsky et al. 2020). We used data from the Dunedin Study 1972-3 birth cohort tracking within-individual decline in 19 organ-system integrity indicators across four timepoints spanning two decades to model Pace of Aging. We distilled two-decade Pace of Aging into a single-time-point
more » ... on blood-test using elastic-net regression and DNA-methylation data restricted to exclude probes with low test-retest reliability. The resulting measure, DunedinPACE, showed high test-retest reliability, was associated with functional decline, morbidity, and mortality, and indicated accelerated Pace of Aging in young adults with childhood adversity across five datasets. DunedinPACE effect-sizes were similar to GrimAge-clock effect-sizes and larger than those for other benchmark DNA-methylation-clocks. DunedinPACE is a novel blood biomarker of the pace of aging for gerontology and geroscience
doi:10.1101/2021.08.30.21262858 fatcat:qqu5kwkzd5abpkiib3jrwy3cf4