TY - JOUR
T1 - Derivation and validation of genome-wide polygenic score for urinary tract stone diagnosis
AU - Charles Bronfman Institute of Personalized Medicine Genomics Team
AU - Regeneron Genomics Team
AU - Paranjpe, Ishan
AU - Tsao, Noah
AU - Judy, Renae
AU - Paranjpe, Manish
AU - Chaudhary, Kumardeep
AU - Klarin, Derek
AU - Forrest, Iain
AU - O'Hagan, Ross
AU - Kapoor, Arjun
AU - Pfail, John
AU - Jaladanki, Suraj
AU - Chaudhry, Fayzan
AU - Vaid, Akhil
AU - Duy, Phan Q.
AU - He, John Cijiang
AU - Glicksberg, Benjamin S.
AU - Coca, Steven G.
AU - Gupta, Mantu
AU - Do, Ron
AU - Damrauer, Scott M.
AU - Nadkarni, Girish N.
N1 - Publisher Copyright:
© 2020 International Society of Nephrology
PY - 2020/11
Y1 - 2020/11
N2 - Urinary tract stones have high heritability indicating a strong genetic component. However, genome-wide association studies (GWAS) have uncovered only a few genome wide significant single nucleotide polymorphisms (SNPs). Polygenic risk scores (PRS) sum cumulative effect of many SNPs and shed light on underlying genetic architecture. Using GWAS summary statistics from 361,141 participants in the United Kingdom Biobank, we generated a PRS and determined association with stone diagnosis in 28,877 participants in the Mount Sinai BioMe Biobank. In BioMe (1,071 cases and 27,806 controls), for every standard deviation increase, we observed a significant increment in adjusted odds ratio of a factor of 1.2 (95% confidence interval 1.13-1.26). In comparison, a risk score comprised of GWAS significant SNPs was not significantly associated with diagnosis. After stratifying individuals into low and high-risk categories on clinical risk factors, there was a significant increment in adjusted odds ratio of 1.3 (1.12-1.6) in the low- and 1.2 (1.1-1.2) in the high-risk group for every standard deviation increment in PRS. In a 14,348-participant validation cohort (Penn Medicine Biobank), every standard deviation increment was associated with a significant adjusted odds ratio of 1.1 (1.03 – 1.2). Thus, a genome-wide PRS is associated with urinary tract stones overall and in the absence of known clinical risk factors and illustrates their complex polygenic architecture.
AB - Urinary tract stones have high heritability indicating a strong genetic component. However, genome-wide association studies (GWAS) have uncovered only a few genome wide significant single nucleotide polymorphisms (SNPs). Polygenic risk scores (PRS) sum cumulative effect of many SNPs and shed light on underlying genetic architecture. Using GWAS summary statistics from 361,141 participants in the United Kingdom Biobank, we generated a PRS and determined association with stone diagnosis in 28,877 participants in the Mount Sinai BioMe Biobank. In BioMe (1,071 cases and 27,806 controls), for every standard deviation increase, we observed a significant increment in adjusted odds ratio of a factor of 1.2 (95% confidence interval 1.13-1.26). In comparison, a risk score comprised of GWAS significant SNPs was not significantly associated with diagnosis. After stratifying individuals into low and high-risk categories on clinical risk factors, there was a significant increment in adjusted odds ratio of 1.3 (1.12-1.6) in the low- and 1.2 (1.1-1.2) in the high-risk group for every standard deviation increment in PRS. In a 14,348-participant validation cohort (Penn Medicine Biobank), every standard deviation increment was associated with a significant adjusted odds ratio of 1.1 (1.03 – 1.2). Thus, a genome-wide PRS is associated with urinary tract stones overall and in the absence of known clinical risk factors and illustrates their complex polygenic architecture.
KW - genomics
KW - nephrolithiasis
KW - personalized medicine
KW - polygenic risk score
KW - urinary tract stone
UR - http://www.scopus.com/inward/record.url?scp=85093953479&partnerID=8YFLogxK
U2 - 10.1016/j.kint.2020.04.055
DO - 10.1016/j.kint.2020.04.055
M3 - Article
AN - SCOPUS:85093953479
SN - 0085-2538
VL - 98
SP - 1323
EP - 1330
JO - Kidney International
JF - Kidney International
IS - 5
ER -