Nature Communications (Sep 2022)

Efficient and accurate frailty model approach for genome-wide survival association analysis in large-scale biobanks

  • Rounak Dey,
  • Wei Zhou,
  • Tuomo Kiiskinen,
  • Aki Havulinna,
  • Amanda Elliott,
  • Juha Karjalainen,
  • Mitja Kurki,
  • Ashley Qin,
  • FinnGen,
  • Seunggeun Lee,
  • Aarno Palotie,
  • Benjamin Neale,
  • Mark Daly,
  • Xihong Lin

DOI
https://doi.org/10.1038/s41467-022-32885-x
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 13

Abstract

Read online

The proliferation of large biobanks necessitates statistical methods designed for genetic analysis on biobank data. Here, the authors have developed a frailty model-based method for GWAS analysis of time-to-event phenotypes in large biobanks that accounts for relatedness in samples and censoring of phenotypes.