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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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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 |
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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 |
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