RT Journal Article SR Electronic T1 Genome-Wide Association Studies of CKD and Related Traits JF Clinical Journal of the American Society of Nephrology JO CLIN J AM SOC NEPHROL FD American Society of Nephrology SP 1643 OP 1656 DO 10.2215/CJN.00020120 VO 15 IS 11 A1 Tin, Adrienne A1 Köttgen, Anna YR 2020 UL http://cjasn.asnjournals.org/content/15/11/1643.abstract AB The past few years have seen major advances in genome-wide association studies (GWAS) of CKD and kidney function–related traits in several areas: increases in sample size from >100,000 to >1 million, enabling the discovery of >250 associated genetic loci that are highly reproducible; the inclusion of participants not only of European but also of non-European ancestries; and the use of advanced computational methods to integrate additional genomic and other unbiased, high-dimensional data to characterize the underlying genetic architecture and prioritize potentially causal genes and variants. Together with other large-scale biobank and genetic association studies of complex traits, these GWAS of kidney function–related traits have also provided novel insight into the relationship of kidney function to other diseases with respect to their genetic associations, genetic correlation, and directional relationships. A number of studies also included functional experiments using model organisms or cell lines to validate prioritized potentially causal genes and/or variants. In this review article, we will summarize these recent GWAS of CKD and kidney function–related traits, explain approaches for downstream characterization of associated genetic loci and the value of such computational follow-up analyses, and discuss related challenges along with potential solutions to ultimately enable improved treatment and prevention of kidney diseases through genetics.