Open AccessPost‐GWAS Polygenic Risk Score: Utility and Challenges
Author(s) -
Nguyen Tuan V,
Eisman John A
Publication year - 2020
Publication title -
jbmr plus
Language(s) - English
Resource type - Journals
ISSN - 2473-4039
DOI - 10.1002/jbm4.10411
Subject(s) - polygenic risk score , genome wide association study , genetic association , perspective (graphical) , osteoporosis , risk assessment , medicine , population , computer science , biology , genetics , artificial intelligence , single nucleotide polymorphism , environmental health , genotype , gene , computer security
Over the past decade, through genome‐wide association studies, more than 300 genetic variants have been identified to be associated with either BMD or fracture risk. These genetic variants are common in the general population, but they exert small to modest effects on BMD, suggesting that the utility of any single variant is limited. However, a combination of effect sizes from multiple variants in the form of the polygenic risk score (PRS) can provide a useful indicator of fracture risk beyond that obtained by conventional clinical risk factors. In this perspective, we review the progress of genetics of osteoporosis and approaches for creating PRSs, their uses, and caveats. Recent studies support the idea that the PRS, when integrated into existing fracture prediction models, can help clinicians and patients alike to better assess the fracture risk for an individual, and raise the possibility of precision risk assessment. © 2020 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research.