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Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study
BACKGROUND: Observational studies have suggested the association between atopic dermatitis (AD) and the risks of autoimmune diseases. It is still unclear, however, whether or in which direction causal relationships exist, because these associations could be confounded. OBJECTIVES: Our study seeks to...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098361/ https://www.ncbi.nlm.nih.gov/pubmed/37063839 http://dx.doi.org/10.3389/fimmu.2023.1132719 |
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author | Zhou, Weixin Cai, Jie Li, Zifan Lin, Ying |
author_facet | Zhou, Weixin Cai, Jie Li, Zifan Lin, Ying |
author_sort | Zhou, Weixin |
collection | PubMed |
description | BACKGROUND: Observational studies have suggested the association between atopic dermatitis (AD) and the risks of autoimmune diseases. It is still unclear, however, whether or in which direction causal relationships exist, because these associations could be confounded. OBJECTIVES: Our study seeks to assess the possibility of AD as a cause of autoimmune diseases, and to estimate the magnitude of the causal effect. METHODS: Two-sample mendelian randomization (MR) analyses were performed using genome-wide association study (GWAS) summary-level statistics. Specifically, bidirectional MR analyses were conducted to examine the direction of association of AD with autoimmune diseases; multivariable MR analyses (MVMR1) were used to test the independence of causal association of AD with autoimmune diseases after controlling other atopic disorders (asthma and allergic rhinitis), while MVMR2 analyses were conducted to account for potential confounding factors such as smoking, drinking, and obesity. Genetic instruments for AD (Ncases=22 474) were from the latest GWAS meta-analysis. The GWAS summary data for asthma and allergic rhinitis were obtained from UK Biobank. The GWAS summary data for smoking, alcohol consumption, obesity and autoimmune diseases (alopecia areata, vitiligo, systemic lupus erythematosus, ankylosing spondylitis, rheumatoid arthritis, and type 1 diabetes) were selected from the largest GWASs available. Causal estimates were derived by the inverse-variance weighted method and verified through a series of sensitivity analyses. RESULTS: Genetically predicted AD linked to higher risks of rheumatoid arthritis (OR, 1.28; P=0.0068) (OR(MVMR1), 1.65; P=0.0020) (OR(MVMR2), 1.36; P<0.001), type 1 diabetes (OR, 1.37; P=0.0084) (OR(MVMR1), 1.42; P=0.0155) (OR(MVMR2), 1.45; P=0.002), and alopecia areata (OR, 1.98; P=0.0059) (OR(MVMR1), 2.55; P<0.001) (OR(MVMR2), 1.99; P=0.003) in both univariable and multivariable MR. These causal relationships were supported by sensitivity analyses. No causal effect of AD was identified in relation to systemic lupus erythematosus, vitiligo, and ankylosing spondylitis. Concerning the reverse directions, no significant association was noted. CONCLUSION: The results of this MR study provide evidence to support the idea that AD causes a greater risk of rheumatoid arthritis, type 1 diabetes and alopecia areata. Further replication in larger samples is needed to validate our findings, and experimental studies are needed to explore the underlying mechanisms of these causal effects. |
format | Online Article Text |
id | pubmed-10098361 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100983612023-04-14 Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study Zhou, Weixin Cai, Jie Li, Zifan Lin, Ying Front Immunol Immunology BACKGROUND: Observational studies have suggested the association between atopic dermatitis (AD) and the risks of autoimmune diseases. It is still unclear, however, whether or in which direction causal relationships exist, because these associations could be confounded. OBJECTIVES: Our study seeks to assess the possibility of AD as a cause of autoimmune diseases, and to estimate the magnitude of the causal effect. METHODS: Two-sample mendelian randomization (MR) analyses were performed using genome-wide association study (GWAS) summary-level statistics. Specifically, bidirectional MR analyses were conducted to examine the direction of association of AD with autoimmune diseases; multivariable MR analyses (MVMR1) were used to test the independence of causal association of AD with autoimmune diseases after controlling other atopic disorders (asthma and allergic rhinitis), while MVMR2 analyses were conducted to account for potential confounding factors such as smoking, drinking, and obesity. Genetic instruments for AD (Ncases=22 474) were from the latest GWAS meta-analysis. The GWAS summary data for asthma and allergic rhinitis were obtained from UK Biobank. The GWAS summary data for smoking, alcohol consumption, obesity and autoimmune diseases (alopecia areata, vitiligo, systemic lupus erythematosus, ankylosing spondylitis, rheumatoid arthritis, and type 1 diabetes) were selected from the largest GWASs available. Causal estimates were derived by the inverse-variance weighted method and verified through a series of sensitivity analyses. RESULTS: Genetically predicted AD linked to higher risks of rheumatoid arthritis (OR, 1.28; P=0.0068) (OR(MVMR1), 1.65; P=0.0020) (OR(MVMR2), 1.36; P<0.001), type 1 diabetes (OR, 1.37; P=0.0084) (OR(MVMR1), 1.42; P=0.0155) (OR(MVMR2), 1.45; P=0.002), and alopecia areata (OR, 1.98; P=0.0059) (OR(MVMR1), 2.55; P<0.001) (OR(MVMR2), 1.99; P=0.003) in both univariable and multivariable MR. These causal relationships were supported by sensitivity analyses. No causal effect of AD was identified in relation to systemic lupus erythematosus, vitiligo, and ankylosing spondylitis. Concerning the reverse directions, no significant association was noted. CONCLUSION: The results of this MR study provide evidence to support the idea that AD causes a greater risk of rheumatoid arthritis, type 1 diabetes and alopecia areata. Further replication in larger samples is needed to validate our findings, and experimental studies are needed to explore the underlying mechanisms of these causal effects. Frontiers Media S.A. 2023-03-30 /pmc/articles/PMC10098361/ /pubmed/37063839 http://dx.doi.org/10.3389/fimmu.2023.1132719 Text en Copyright © 2023 Zhou, Cai, Li and Lin 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 | Immunology Zhou, Weixin Cai, Jie Li, Zifan Lin, Ying Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study |
title | Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study |
title_full | Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study |
title_fullStr | Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study |
title_full_unstemmed | Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study |
title_short | Association of atopic dermatitis with autoimmune diseases: A bidirectional and multivariable two-sample mendelian randomization study |
title_sort | association of atopic dermatitis with autoimmune diseases: a bidirectional and multivariable two-sample mendelian randomization study |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098361/ https://www.ncbi.nlm.nih.gov/pubmed/37063839 http://dx.doi.org/10.3389/fimmu.2023.1132719 |
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