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No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study
BACKGROUND: Studies have shown strong positive associations between serum urate (SU) levels and chronic kidney disease (CKD) risk; however, whether the relation is causal remains uncertain. We evaluate whether genetic data are consistent with a causal impact of SU level on the risk of CKD and estima...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6333326/ https://www.ncbi.nlm.nih.gov/pubmed/30645594 http://dx.doi.org/10.1371/journal.pmed.1002725 |
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author | Jordan, Daniel M. Choi, Hyon K. Verbanck, Marie Topless, Ruth Won, Hong-Hee Nadkarni, Girish Merriman, Tony R. Do, Ron |
author_facet | Jordan, Daniel M. Choi, Hyon K. Verbanck, Marie Topless, Ruth Won, Hong-Hee Nadkarni, Girish Merriman, Tony R. Do, Ron |
author_sort | Jordan, Daniel M. |
collection | PubMed |
description | BACKGROUND: Studies have shown strong positive associations between serum urate (SU) levels and chronic kidney disease (CKD) risk; however, whether the relation is causal remains uncertain. We evaluate whether genetic data are consistent with a causal impact of SU level on the risk of CKD and estimated glomerular filtration rate (eGFR). METHODS AND FINDINGS: We used Mendelian randomization (MR) methods to evaluate the presence of a causal effect. We used aggregated genome-wide association data (N = 110,347 for SU, N = 69,374 for gout, N = 133,413 for eGFR, N = 117,165 for CKD), electronic-medical-record-linked UK Biobank data (N = 335,212), and population-based cohorts (N = 13,425), all in individuals of European ancestry, for SU levels and CKD. Our MR analysis showed that SU has a causal effect on neither eGFR level nor CKD risk across all MR analyses (all P > 0.05). These null associations contrasted with our epidemiological association findings from the 4 population-based cohorts (change in eGFR level per 1-mg/dl [59.48 μmol/l] increase in SU: −1.99 ml/min/1.73 m(2); 95% CI −2.86 to −1.11; P = 8.08 × 10(−6); odds ratio [OR] for CKD: 1.48; 95% CI 1.32 to 1.65; P = 1.52 × 10(−11)). In contrast, the same MR approaches showed that SU has a causal effect on the risk of gout (OR estimates ranging from 3.41 to 6.04 per 1-mg/dl increase in SU, all P < 10(−3)), which served as a positive control of our approach. Overall, our MR analysis had >99% power to detect a causal effect of SU level on the risk of CKD of the same magnitude as the observed epidemiological association between SU and CKD. Limitations of this study include the lifelong effect of a genetic perturbation not being the same as an acute perturbation, the inability to study non-European populations, and some sample overlap between the datasets used in the study. CONCLUSIONS: Evidence from our series of causal inference approaches using genetics does not support a causal effect of SU level on eGFR level or CKD risk. Reducing SU levels is unlikely to reduce the risk of CKD development. |
format | Online Article Text |
id | pubmed-6333326 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63333262019-01-31 No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study Jordan, Daniel M. Choi, Hyon K. Verbanck, Marie Topless, Ruth Won, Hong-Hee Nadkarni, Girish Merriman, Tony R. Do, Ron PLoS Med Research Article BACKGROUND: Studies have shown strong positive associations between serum urate (SU) levels and chronic kidney disease (CKD) risk; however, whether the relation is causal remains uncertain. We evaluate whether genetic data are consistent with a causal impact of SU level on the risk of CKD and estimated glomerular filtration rate (eGFR). METHODS AND FINDINGS: We used Mendelian randomization (MR) methods to evaluate the presence of a causal effect. We used aggregated genome-wide association data (N = 110,347 for SU, N = 69,374 for gout, N = 133,413 for eGFR, N = 117,165 for CKD), electronic-medical-record-linked UK Biobank data (N = 335,212), and population-based cohorts (N = 13,425), all in individuals of European ancestry, for SU levels and CKD. Our MR analysis showed that SU has a causal effect on neither eGFR level nor CKD risk across all MR analyses (all P > 0.05). These null associations contrasted with our epidemiological association findings from the 4 population-based cohorts (change in eGFR level per 1-mg/dl [59.48 μmol/l] increase in SU: −1.99 ml/min/1.73 m(2); 95% CI −2.86 to −1.11; P = 8.08 × 10(−6); odds ratio [OR] for CKD: 1.48; 95% CI 1.32 to 1.65; P = 1.52 × 10(−11)). In contrast, the same MR approaches showed that SU has a causal effect on the risk of gout (OR estimates ranging from 3.41 to 6.04 per 1-mg/dl increase in SU, all P < 10(−3)), which served as a positive control of our approach. Overall, our MR analysis had >99% power to detect a causal effect of SU level on the risk of CKD of the same magnitude as the observed epidemiological association between SU and CKD. Limitations of this study include the lifelong effect of a genetic perturbation not being the same as an acute perturbation, the inability to study non-European populations, and some sample overlap between the datasets used in the study. CONCLUSIONS: Evidence from our series of causal inference approaches using genetics does not support a causal effect of SU level on eGFR level or CKD risk. Reducing SU levels is unlikely to reduce the risk of CKD development. Public Library of Science 2019-01-15 /pmc/articles/PMC6333326/ /pubmed/30645594 http://dx.doi.org/10.1371/journal.pmed.1002725 Text en © 2019 Jordan et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Jordan, Daniel M. Choi, Hyon K. Verbanck, Marie Topless, Ruth Won, Hong-Hee Nadkarni, Girish Merriman, Tony R. Do, Ron No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study |
title | No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study |
title_full | No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study |
title_fullStr | No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study |
title_full_unstemmed | No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study |
title_short | No causal effects of serum urate levels on the risk of chronic kidney disease: A Mendelian randomization study |
title_sort | no causal effects of serum urate levels on the risk of chronic kidney disease: a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6333326/ https://www.ncbi.nlm.nih.gov/pubmed/30645594 http://dx.doi.org/10.1371/journal.pmed.1002725 |
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