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Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population
OBJECTIVE: We aimed to investigate the causal relationships between social isolation and osteoarthritis. METHODS: Publicly available genome-wide association study (GWAS) summary statistics of social isolation and osteoarthritis in European population were obtained from the Neale lab Consortium and t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Dove
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523904/ https://www.ncbi.nlm.nih.gov/pubmed/34703283 http://dx.doi.org/10.2147/IJGM.S331864 |
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author | Zheng, Cong He, Min-hui Huang, Jian-rong He, Yi |
author_facet | Zheng, Cong He, Min-hui Huang, Jian-rong He, Yi |
author_sort | Zheng, Cong |
collection | PubMed |
description | OBJECTIVE: We aimed to investigate the causal relationships between social isolation and osteoarthritis. METHODS: Publicly available genome-wide association study (GWAS) summary statistics of social isolation and osteoarthritis in European population were obtained from the Neale lab Consortium and the Medical Research Council-Integrative Epidemiology Unit (MRC-IEU) consortium, respectively. Single nucleotide polymorphisms (SNPs) associated with the traits were identified by P < 5×10(−8) and linkage disequilibrium r(2) < 0.1. Three Mendelian randomization (MR) methods including the inverse-variance weighted (IVW) method, weighted median estimator, and MR-Egger regression were used to assess the potential causal effect of social isolation on osteoarthritis and the potential causal effect of osteoarthritis on social isolation. Leave-one-out analysis and test of directional horizontal pleiotropy via MR-Egger regression were performed as sensitivity analyses. RESULTS: When evaluating the causal effect of social isolation on osteoarthritis, five SNPs (rs12364432, rs13291079, rs2352075, rs4958586, rs599550) significantly associated with social isolation were studied as instruments, and social isolation was found to be causally associated with increased risk of osteoarthritis (odds ratio [OR] 1.197 (95% confidence interval (CI) 1.096–1.308) estimated by the IVW method). When evaluating the causal effect of osteoarthritis on social isolation, six SNPs (rs10405617, rs12133235, rs13107325, rs2290573, rs3771501, rs75621460) significantly associated with osteoarthritis were studied as instruments but no causal effect of osteoarthritis on social isolation was found (OR 1.104 (95% CI 0.887–1.375) estimated by the IVW method). Consistent causal relationships were observed when estimated by the weighted median estimator and MR-Egger regression. Leave-one-out analysis and test of directional horizontal pleiotropy suggested the robustness of the above findings. CONCLUSION: Social isolation is causally associated with osteoarthritis, and further work is needed to investigate the potential mechanisms. |
format | Online Article Text |
id | pubmed-8523904 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-85239042021-10-25 Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population Zheng, Cong He, Min-hui Huang, Jian-rong He, Yi Int J Gen Med Original Research OBJECTIVE: We aimed to investigate the causal relationships between social isolation and osteoarthritis. METHODS: Publicly available genome-wide association study (GWAS) summary statistics of social isolation and osteoarthritis in European population were obtained from the Neale lab Consortium and the Medical Research Council-Integrative Epidemiology Unit (MRC-IEU) consortium, respectively. Single nucleotide polymorphisms (SNPs) associated with the traits were identified by P < 5×10(−8) and linkage disequilibrium r(2) < 0.1. Three Mendelian randomization (MR) methods including the inverse-variance weighted (IVW) method, weighted median estimator, and MR-Egger regression were used to assess the potential causal effect of social isolation on osteoarthritis and the potential causal effect of osteoarthritis on social isolation. Leave-one-out analysis and test of directional horizontal pleiotropy via MR-Egger regression were performed as sensitivity analyses. RESULTS: When evaluating the causal effect of social isolation on osteoarthritis, five SNPs (rs12364432, rs13291079, rs2352075, rs4958586, rs599550) significantly associated with social isolation were studied as instruments, and social isolation was found to be causally associated with increased risk of osteoarthritis (odds ratio [OR] 1.197 (95% confidence interval (CI) 1.096–1.308) estimated by the IVW method). When evaluating the causal effect of osteoarthritis on social isolation, six SNPs (rs10405617, rs12133235, rs13107325, rs2290573, rs3771501, rs75621460) significantly associated with osteoarthritis were studied as instruments but no causal effect of osteoarthritis on social isolation was found (OR 1.104 (95% CI 0.887–1.375) estimated by the IVW method). Consistent causal relationships were observed when estimated by the weighted median estimator and MR-Egger regression. Leave-one-out analysis and test of directional horizontal pleiotropy suggested the robustness of the above findings. CONCLUSION: Social isolation is causally associated with osteoarthritis, and further work is needed to investigate the potential mechanisms. Dove 2021-10-14 /pmc/articles/PMC8523904/ /pubmed/34703283 http://dx.doi.org/10.2147/IJGM.S331864 Text en © 2021 Zheng et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Zheng, Cong He, Min-hui Huang, Jian-rong He, Yi Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population |
title | Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population |
title_full | Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population |
title_fullStr | Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population |
title_full_unstemmed | Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population |
title_short | Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population |
title_sort | causal relationships between social isolation and osteoarthritis: a mendelian randomization study in european population |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523904/ https://www.ncbi.nlm.nih.gov/pubmed/34703283 http://dx.doi.org/10.2147/IJGM.S331864 |
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