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Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study
Background: An association between inflammatory bowel disease (IBD) [which includes ulcerative colitis (UC) and Crohn’s disease (CD)] and IgA nephropathy (IgAN) has been discovered in observational studies, but the causal relationship is still unknown. The aim of this study was to clarify the causal...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710718/ https://www.ncbi.nlm.nih.gov/pubmed/36467999 http://dx.doi.org/10.3389/fgene.2022.1002928 |
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author | Xiao, Mofan Ran, Yan Shao, Jiayuan Lei, Zhangni Chen, Yuling Li, Yingchao |
author_facet | Xiao, Mofan Ran, Yan Shao, Jiayuan Lei, Zhangni Chen, Yuling Li, Yingchao |
author_sort | Xiao, Mofan |
collection | PubMed |
description | Background: An association between inflammatory bowel disease (IBD) [which includes ulcerative colitis (UC) and Crohn’s disease (CD)] and IgA nephropathy (IgAN) has been discovered in observational studies, but the causal relationship is still unknown. The aim of this study was to clarify the causal link between IBD (which includes UC and CD) and IgAN via a two-sample Mendelian randomization (MR) analysis. Methods: Eligible single-nucleotide polymorphisms (SNPs) were selected as instrumental variables (IVs) for analyses and were obtained from the publicly available genome-wide association study (GWAS) summary statistics. Inverse-variance weighting (IVW), Mendelian randomization–Egger (MR-Egger) regression, the Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) test, and the weighted median were utilized to obtain the results. The MR-PRESSO test and MR-Egger regression were also performed to detect and correct horizontal pleiotropy. The Cochran’s Q test and “leave-one-out” analysis were also conducted to assess the stability and reliability of the MR results. Results: This study found that IBD, UC, and CD all had significant positive causal effects on IgAN risk (IBD: OR = 1.58, 95% CI 1.15–2.16, p = 4.53 × 10(–3); UC: OR = 1.55, 95% CI 1.14–2.11, p = 4.88 × 10(–3); CD: OR = 1.57, 95% CI 1.21–2.03, p = 5.97 × 10(–4)). No significant horizontal pleiotropic effect was found for the causal association between IBD, UC, CD, and the risk of IgAN. Cochran’s Q test identified no evidence of heterogeneity for the IV estimates. The “leave-one-out” sensitivity analysis also revealed that the MR results were robust. Conclusion: The results of this two-sample MR analysis supported that IBD, UC, and CD were causally associated with the risk of IgAN, while there was no sufficient evidence for the causal effect of IgAN on IBD, UC, or CD. Our findings provide theoretical support and a new perspective for the diagnosis and treatment of these two diseases. |
format | Online Article Text |
id | pubmed-9710718 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97107182022-12-01 Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study Xiao, Mofan Ran, Yan Shao, Jiayuan Lei, Zhangni Chen, Yuling Li, Yingchao Front Genet Genetics Background: An association between inflammatory bowel disease (IBD) [which includes ulcerative colitis (UC) and Crohn’s disease (CD)] and IgA nephropathy (IgAN) has been discovered in observational studies, but the causal relationship is still unknown. The aim of this study was to clarify the causal link between IBD (which includes UC and CD) and IgAN via a two-sample Mendelian randomization (MR) analysis. Methods: Eligible single-nucleotide polymorphisms (SNPs) were selected as instrumental variables (IVs) for analyses and were obtained from the publicly available genome-wide association study (GWAS) summary statistics. Inverse-variance weighting (IVW), Mendelian randomization–Egger (MR-Egger) regression, the Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) test, and the weighted median were utilized to obtain the results. The MR-PRESSO test and MR-Egger regression were also performed to detect and correct horizontal pleiotropy. The Cochran’s Q test and “leave-one-out” analysis were also conducted to assess the stability and reliability of the MR results. Results: This study found that IBD, UC, and CD all had significant positive causal effects on IgAN risk (IBD: OR = 1.58, 95% CI 1.15–2.16, p = 4.53 × 10(–3); UC: OR = 1.55, 95% CI 1.14–2.11, p = 4.88 × 10(–3); CD: OR = 1.57, 95% CI 1.21–2.03, p = 5.97 × 10(–4)). No significant horizontal pleiotropic effect was found for the causal association between IBD, UC, CD, and the risk of IgAN. Cochran’s Q test identified no evidence of heterogeneity for the IV estimates. The “leave-one-out” sensitivity analysis also revealed that the MR results were robust. Conclusion: The results of this two-sample MR analysis supported that IBD, UC, and CD were causally associated with the risk of IgAN, while there was no sufficient evidence for the causal effect of IgAN on IBD, UC, or CD. Our findings provide theoretical support and a new perspective for the diagnosis and treatment of these two diseases. Frontiers Media S.A. 2022-11-16 /pmc/articles/PMC9710718/ /pubmed/36467999 http://dx.doi.org/10.3389/fgene.2022.1002928 Text en Copyright © 2022 Xiao, Ran, Shao, Lei, Chen and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Xiao, Mofan Ran, Yan Shao, Jiayuan Lei, Zhangni Chen, Yuling Li, Yingchao Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study |
title | Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study |
title_full | Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study |
title_fullStr | Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study |
title_full_unstemmed | Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study |
title_short | Causal association between inflammatory bowel disease and IgA nephropathy: A bidirectional two-sample Mendelian randomization study |
title_sort | causal association between inflammatory bowel disease and iga nephropathy: a bidirectional two-sample mendelian randomization study |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710718/ https://www.ncbi.nlm.nih.gov/pubmed/36467999 http://dx.doi.org/10.3389/fgene.2022.1002928 |
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