Article
Genomic architecture and prediction of censored time-to-event phenotypes with a Bayesian genome-wide analysis.
Nature communications - 20 Apr 2021
Ojavee Sven E, Kousathanas Athanasios, Trejo Banos Daniel, Orliac Etienne J, Patxot Marion, Läll Kristi, Mägi Reedik, Fischer Krista, Kutalik Zoltan, Robinson Matthew R
Abstract excerpt
While recent advancements in computation and modelling have improved the analysis of complex traits, our understanding of the genetic basis of the time at symptom onset remains limited. Here, we develop a Bayesian approach (BayesW) that provides probabilistic inference of the genetic architecture of age-at-onset phenotypes in a sampling scheme that facilitates biobank-scale time-to-event analyses. We show in...
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