Literature DB >> 32758451

Combined Utility of 25 Disease and Risk Factor Polygenic Risk Scores for Stratifying Risk of All-Cause Mortality.

Allison Meisner1, Prosenjit Kundu1, Yan Dora Zhang2, Lauren V Lan1, Sungwon Kim1, Disha Ghandwani3, Parichoy Pal Choudhury4, Sonja I Berndt4, Neal D Freedman4, Montserrat Garcia-Closas4, Nilanjan Chatterjee5.   

Abstract

While genome-wide association studies have identified susceptibility variants for numerous traits, their combined utility for predicting broad measures of health, such as mortality, remains poorly understood. We used data from the UK Biobank to combine polygenic risk scores (PRS) for 13 diseases and 12 mortality risk factors into sex-specific composite PRS (cPRS). These cPRS were moderately associated with all-cause mortality in independent data within the UK Biobank: the estimated hazard ratios per standard deviation were 1.10 (95% confidence interval: 1.05, 1.16) and 1.15 (1.10, 1.19) for women and men, respectively. Differences in life expectancy between the top and bottom 5% of the cPRS were estimated to be 4.79 (1.76, 7.81) years and 6.75 (4.16, 9.35) years for women and men, respectively. These associations were substantially attenuated after adjusting for non-genetic mortality risk factors measured at study entry (i.e., middle age for most participants). The cPRS may be useful in counseling younger individuals at higher genetic risk of mortality on modification of non-genetic factors.
Copyright © 2020 American Society of Human Genetics. All rights reserved.

Entities:  

Keywords:  all-cause mortality; cause-specific mortality; genetic risk stratification; genome-wide association studies; lifestyle modification; polygenic risk scores

Mesh:

Year:  2020        PMID: 32758451      PMCID: PMC7477009          DOI: 10.1016/j.ajhg.2020.07.002

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


  67 in total

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