Temporal population structure, a genetic dating method for ancient Eurasian genomes from the past 10,000 years

Cell Rep Methods. 2022 Aug 22;2(8):100270. doi: 10.1016/j.crmeth.2022.100270.

Abstract

Radiocarbon dating is the gold standard in archeology to estimate the age of skeletons, a key to studying their origins. Many published ancient genomes lack reliable and direct dates, which results in obscure and contradictory reports. We developed the temporal population structure (TPS), a DNA-based dating method for genomes ranging from the Late Mesolithic to today, and applied it to 3,591 ancient and 1,307 modern Eurasians. TPS predictions aligned with the known dates and correctly accounted for kin relationships. TPS dating of poorly dated Eurasian samples resolved conflicting reports in the literature, as illustrated by one test case. We also demonstrated how TPS improved the ability to study phenotypic traits over time. TPS can be used when radiocarbon dating is unfeasible or uncertain or to develop alternative hypotheses for samples younger than 10,000 years ago, a limitation that may be resolved over time as ancient data accumulate.

Keywords: DNA-based dating method; TPS; ancient DNA; genomic dating; genomics dating; paleogenomics; phenotypic traits; radiocarbon dating; random forest regression; supervised learning; temporal population structure.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Archaeology / methods
  • Genetic Techniques*
  • Radiometric Dating* / methods
  • Skeleton