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Mediation analysis to understand genetic relationships between habitual coffee intake and gout
BACKGROUND: Increased coffee intake is associated with reduced serum urate concentrations and lower risk of gout. Specific alleles of the GCKR, ABCG2, MLXIPL, and CYP1A2 genes have been associated with both reduced coffee intake and increased serum urate in separate genome-wide association studies (...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6034252/ https://www.ncbi.nlm.nih.gov/pubmed/29976226 http://dx.doi.org/10.1186/s13075-018-1629-5 |
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author | Hutton, Joseph Fatima, Tahzeeb Major, Tanya J. Topless, Ruth Stamp, Lisa K. Merriman, Tony R. Dalbeth, Nicola |
author_facet | Hutton, Joseph Fatima, Tahzeeb Major, Tanya J. Topless, Ruth Stamp, Lisa K. Merriman, Tony R. Dalbeth, Nicola |
author_sort | Hutton, Joseph |
collection | PubMed |
description | BACKGROUND: Increased coffee intake is associated with reduced serum urate concentrations and lower risk of gout. Specific alleles of the GCKR, ABCG2, MLXIPL, and CYP1A2 genes have been associated with both reduced coffee intake and increased serum urate in separate genome-wide association studies (GWAS). The aim of this study was to determine whether these single nucleotide polymorphisms (SNPs) influence the risk of gout through their effects on coffee consumption. METHODS: This research was conducted using the UK Biobank Resource. Data were available for 130,966 European participants aged 40–69 years. Gout status and coffee intake were tested for association with four urate-associated SNPs: GCKR (rs1260326), ABCG2 (rs2231142), MLXIPL (rs1178977), and CYP1A2 (rs2472297). Multiple regression and path analysis were used to examine whether coffee consumption mediated the effect of the SNPs on gout risk. RESULTS: Coffee consumption was inversely associated with gout (multivariate adjusted odds ratio (95% confidence interval (CI)) for any coffee consumption 0.75 (0.67–0.84, P = 9 × 10(−7))). There was also evidence of a dose-effect with multivariate adjusted odds ratio (95% CI) per cup consumed per day of 0.85 (0.82–0.87, P = 9 × 10(−32)). The urate-increasing GCKR, ABCG2, MLXIPL, and CYP1A2 alleles were associated with reduced daily coffee consumption, with the strongest associations for CYP1A2 (beta −0.30, P = 8 × 10(−40)), and MLXIPL (beta −0.17, P = 3 × 10(−8)), and weaker associations for GCKR (beta −0.07, P = 3 × 10(−10)) and ABCG2 (beta −0.09, P = 2 × 10(−9)). The urate-increasing GCKR and ABCG2 alleles were associated with gout (multivariate adjusted p < 5 × 10(−8) for both), but the urate-increasing MLXIPL and CYP1A2 alleles were not. In mediation analysis, the direct effects of GCKR and ABCG2 accounted for most of the total effect on gout risk, with much smaller indirect effects mediated by coffee consumption. CONCLUSION: Coffee consumption is inversely associated with risk of gout. Although alleles at several SNPs associate with both lower coffee consumption and higher risk of gout, these SNPs largely influence gout risk directly, rather than indirectly through effects on coffee consumption. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13075-018-1629-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6034252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60342522018-07-12 Mediation analysis to understand genetic relationships between habitual coffee intake and gout Hutton, Joseph Fatima, Tahzeeb Major, Tanya J. Topless, Ruth Stamp, Lisa K. Merriman, Tony R. Dalbeth, Nicola Arthritis Res Ther Research Article BACKGROUND: Increased coffee intake is associated with reduced serum urate concentrations and lower risk of gout. Specific alleles of the GCKR, ABCG2, MLXIPL, and CYP1A2 genes have been associated with both reduced coffee intake and increased serum urate in separate genome-wide association studies (GWAS). The aim of this study was to determine whether these single nucleotide polymorphisms (SNPs) influence the risk of gout through their effects on coffee consumption. METHODS: This research was conducted using the UK Biobank Resource. Data were available for 130,966 European participants aged 40–69 years. Gout status and coffee intake were tested for association with four urate-associated SNPs: GCKR (rs1260326), ABCG2 (rs2231142), MLXIPL (rs1178977), and CYP1A2 (rs2472297). Multiple regression and path analysis were used to examine whether coffee consumption mediated the effect of the SNPs on gout risk. RESULTS: Coffee consumption was inversely associated with gout (multivariate adjusted odds ratio (95% confidence interval (CI)) for any coffee consumption 0.75 (0.67–0.84, P = 9 × 10(−7))). There was also evidence of a dose-effect with multivariate adjusted odds ratio (95% CI) per cup consumed per day of 0.85 (0.82–0.87, P = 9 × 10(−32)). The urate-increasing GCKR, ABCG2, MLXIPL, and CYP1A2 alleles were associated with reduced daily coffee consumption, with the strongest associations for CYP1A2 (beta −0.30, P = 8 × 10(−40)), and MLXIPL (beta −0.17, P = 3 × 10(−8)), and weaker associations for GCKR (beta −0.07, P = 3 × 10(−10)) and ABCG2 (beta −0.09, P = 2 × 10(−9)). The urate-increasing GCKR and ABCG2 alleles were associated with gout (multivariate adjusted p < 5 × 10(−8) for both), but the urate-increasing MLXIPL and CYP1A2 alleles were not. In mediation analysis, the direct effects of GCKR and ABCG2 accounted for most of the total effect on gout risk, with much smaller indirect effects mediated by coffee consumption. CONCLUSION: Coffee consumption is inversely associated with risk of gout. Although alleles at several SNPs associate with both lower coffee consumption and higher risk of gout, these SNPs largely influence gout risk directly, rather than indirectly through effects on coffee consumption. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13075-018-1629-5) contains supplementary material, which is available to authorized users. BioMed Central 2018-07-05 2018 /pmc/articles/PMC6034252/ /pubmed/29976226 http://dx.doi.org/10.1186/s13075-018-1629-5 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Hutton, Joseph Fatima, Tahzeeb Major, Tanya J. Topless, Ruth Stamp, Lisa K. Merriman, Tony R. Dalbeth, Nicola Mediation analysis to understand genetic relationships between habitual coffee intake and gout |
title | Mediation analysis to understand genetic relationships between habitual coffee intake and gout |
title_full | Mediation analysis to understand genetic relationships between habitual coffee intake and gout |
title_fullStr | Mediation analysis to understand genetic relationships between habitual coffee intake and gout |
title_full_unstemmed | Mediation analysis to understand genetic relationships between habitual coffee intake and gout |
title_short | Mediation analysis to understand genetic relationships between habitual coffee intake and gout |
title_sort | mediation analysis to understand genetic relationships between habitual coffee intake and gout |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6034252/ https://www.ncbi.nlm.nih.gov/pubmed/29976226 http://dx.doi.org/10.1186/s13075-018-1629-5 |
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