Cargando…

Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study

BACKGROUND: Gout is a highly hereditary disease, but not all those carrying well-known risk variants have developing gout attack even in hyperuricemia status. We performed a genome-wide association study (GWAS) and polygenic risk score (PRS) analysis to illustrate the new genetic architectures of go...

Descripción completa

Detalles Bibliográficos
Autores principales: Chang, Ya-Sian, Lin, Chien-Yu, Liu, Ting-Yuan, Huang, Chung-Ming, Chung, Chin-Chun, Chen, Yu-Chia, Tsai, Fuu-Jen, Chang, Jan-Gowth, Chang, Shun-Jen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552457/
https://www.ncbi.nlm.nih.gov/pubmed/36221101
http://dx.doi.org/10.1186/s13075-022-02917-4
_version_ 1784806256194617344
author Chang, Ya-Sian
Lin, Chien-Yu
Liu, Ting-Yuan
Huang, Chung-Ming
Chung, Chin-Chun
Chen, Yu-Chia
Tsai, Fuu-Jen
Chang, Jan-Gowth
Chang, Shun-Jen
author_facet Chang, Ya-Sian
Lin, Chien-Yu
Liu, Ting-Yuan
Huang, Chung-Ming
Chung, Chin-Chun
Chen, Yu-Chia
Tsai, Fuu-Jen
Chang, Jan-Gowth
Chang, Shun-Jen
author_sort Chang, Ya-Sian
collection PubMed
description BACKGROUND: Gout is a highly hereditary disease, but not all those carrying well-known risk variants have developing gout attack even in hyperuricemia status. We performed a genome-wide association study (GWAS) and polygenic risk score (PRS) analysis to illustrate the new genetic architectures of gout and asymptomatic hyperuricemia (AH). METHODS: GWAS was performed to identify variants associated with gout/AH compared with normouricemia. The participants were males, enrolled from the Taiwan Biobank and China Medical University, and divided into discovery (n=39,594) and replication (n=891) cohorts for GWAS. For PRS analysis, the discovery cohort was grouped as base (n=21,814) and target (n=17,780) cohorts, and the score was estimated by grouping the polymorphisms into protective or not for the phenotypes in the base cohort. RESULTS: The genes ABCG2 and SLC2A9 were found as the major genetic factors governing gouty and AH, and even in those carrying the rs2231142 (ABCG2) wild-genotype. Surprisingly, variants on chromosome 1, such as rs7546668 (DNAJC16), rs10927807 (AGMAT), rs9286836 (NUDT17), rs4971100 (TRIM46), rs4072037 (MUC1), and rs2974935 (MTX1), showed significant associations with gout in both discovery and replication cohorts (all p-values < 1e−8). Concerning the PRS, the rates of gout and AH increased with increased quartile PRS in those SNPs having risk effects on the phenotypes; on the contrary, gout/AH rates decreased with increased quartile PRS in those protective SNPs. CONCLUSIONS: We found new variants on chromosome 1 significantly relating to gout, and PRS predicts the risk of developing gout/AH more robustly based on the SNPs’ effect types on the trait. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13075-022-02917-4.
format Online
Article
Text
id pubmed-9552457
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-95524572022-10-12 Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study Chang, Ya-Sian Lin, Chien-Yu Liu, Ting-Yuan Huang, Chung-Ming Chung, Chin-Chun Chen, Yu-Chia Tsai, Fuu-Jen Chang, Jan-Gowth Chang, Shun-Jen Arthritis Res Ther Research BACKGROUND: Gout is a highly hereditary disease, but not all those carrying well-known risk variants have developing gout attack even in hyperuricemia status. We performed a genome-wide association study (GWAS) and polygenic risk score (PRS) analysis to illustrate the new genetic architectures of gout and asymptomatic hyperuricemia (AH). METHODS: GWAS was performed to identify variants associated with gout/AH compared with normouricemia. The participants were males, enrolled from the Taiwan Biobank and China Medical University, and divided into discovery (n=39,594) and replication (n=891) cohorts for GWAS. For PRS analysis, the discovery cohort was grouped as base (n=21,814) and target (n=17,780) cohorts, and the score was estimated by grouping the polymorphisms into protective or not for the phenotypes in the base cohort. RESULTS: The genes ABCG2 and SLC2A9 were found as the major genetic factors governing gouty and AH, and even in those carrying the rs2231142 (ABCG2) wild-genotype. Surprisingly, variants on chromosome 1, such as rs7546668 (DNAJC16), rs10927807 (AGMAT), rs9286836 (NUDT17), rs4971100 (TRIM46), rs4072037 (MUC1), and rs2974935 (MTX1), showed significant associations with gout in both discovery and replication cohorts (all p-values < 1e−8). Concerning the PRS, the rates of gout and AH increased with increased quartile PRS in those SNPs having risk effects on the phenotypes; on the contrary, gout/AH rates decreased with increased quartile PRS in those protective SNPs. CONCLUSIONS: We found new variants on chromosome 1 significantly relating to gout, and PRS predicts the risk of developing gout/AH more robustly based on the SNPs’ effect types on the trait. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13075-022-02917-4. BioMed Central 2022-10-11 2022 /pmc/articles/PMC9552457/ /pubmed/36221101 http://dx.doi.org/10.1186/s13075-022-02917-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Chang, Ya-Sian
Lin, Chien-Yu
Liu, Ting-Yuan
Huang, Chung-Ming
Chung, Chin-Chun
Chen, Yu-Chia
Tsai, Fuu-Jen
Chang, Jan-Gowth
Chang, Shun-Jen
Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study
title Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study
title_full Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study
title_fullStr Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study
title_full_unstemmed Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study
title_short Polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study
title_sort polygenic risk score trend and new variants on chromosome 1 are associated with male gout in genome-wide association study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552457/
https://www.ncbi.nlm.nih.gov/pubmed/36221101
http://dx.doi.org/10.1186/s13075-022-02917-4
work_keys_str_mv AT changyasian polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT linchienyu polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT liutingyuan polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT huangchungming polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT chungchinchun polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT chenyuchia polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT tsaifuujen polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT changjangowth polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy
AT changshunjen polygenicriskscoretrendandnewvariantsonchromosome1areassociatedwithmalegoutingenomewideassociationstudy