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Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study
BACKGROUND: Growing evidence supports an association between physical activity (PA) and the risk of osteoarthritis (OA), but this may be influenced by confounding and reverse causality. Therefore, we performed a two-sample Mendelian randomization (MR) analysis to reveal the causal relationship betwe...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10561455/ https://www.ncbi.nlm.nih.gov/pubmed/37814247 http://dx.doi.org/10.1186/s12920-023-01681-x |
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author | Wang, Bin Liu, Yang Zhang, Yao-Chen Han, Zi-Yi Hou, Jia-Lin Chen, Shuai Xiang, Chuan |
author_facet | Wang, Bin Liu, Yang Zhang, Yao-Chen Han, Zi-Yi Hou, Jia-Lin Chen, Shuai Xiang, Chuan |
author_sort | Wang, Bin |
collection | PubMed |
description | BACKGROUND: Growing evidence supports an association between physical activity (PA) and the risk of osteoarthritis (OA), but this may be influenced by confounding and reverse causality. Therefore, we performed a two-sample Mendelian randomization (MR) analysis to reveal the causal relationship between PA and OA. METHODS: MR was performed to explore the causation of PA and OA with genetic variants as instrumental variables. The genetic variants were derived from the summary statistics of a large genome-wide association study meta-analysis based on the European population (n = 661,399), including self-reported leisure screen time (LST) and moderate-to-vigorous physical activity (MVPA), and Arthritis Research UK Osteoarthritis Genetics Consortium cohorts (417,596, 393,873 and 403,124 for overall, hip and knee OA, respectively). The major MR analysis used in this work was the inverse variance weighted (IVW) approach, and sensitivity, pleiotropy, and heterogeneity studies were performed to evaluate the validity of the findings. RESULTS: IVW estimates indicated that LST had a risk effect on overall OA (odds ratio (OR) = 1.309, 95% confidence interval (CI): 1.198–1.430, P = 2.330 × 10(-9)), hip OA (OR = 1.132, 95% CI: 1.009–1.269, P = 0.034) and knee OA (OR = 1.435. 95% CI: 1.286–1.602, P = 1.225 × 10(-10)). In contrast, no causal relationship was found between MVPA and OA (overall OA: OR = 0.895, 95% CI: 0.664–1.205, P = 0.465; hip OA: OR = 1.189, 95% CI: 0.792–1.786, P = 0.404; knee OA: OR = 0.707, 95% CI: 0.490 -1.021, P = 0.064). In addition, we observed significant heterogeneity in instrumental variables, but no horizontal pleiotropy was detected. CONCLUSIONS: Recent findings demonstrated a protective impact of reducing LST on OA, independent of MVPA. This provides valuable insights into the role of physical activity in OA and offers lifestyle recommendations, such as reducing recreational sedentary behaviors and promoting appropriate exercise, for individuals at risk of OA. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01681-x. |
format | Online Article Text |
id | pubmed-10561455 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105614552023-10-10 Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study Wang, Bin Liu, Yang Zhang, Yao-Chen Han, Zi-Yi Hou, Jia-Lin Chen, Shuai Xiang, Chuan BMC Med Genomics Research BACKGROUND: Growing evidence supports an association between physical activity (PA) and the risk of osteoarthritis (OA), but this may be influenced by confounding and reverse causality. Therefore, we performed a two-sample Mendelian randomization (MR) analysis to reveal the causal relationship between PA and OA. METHODS: MR was performed to explore the causation of PA and OA with genetic variants as instrumental variables. The genetic variants were derived from the summary statistics of a large genome-wide association study meta-analysis based on the European population (n = 661,399), including self-reported leisure screen time (LST) and moderate-to-vigorous physical activity (MVPA), and Arthritis Research UK Osteoarthritis Genetics Consortium cohorts (417,596, 393,873 and 403,124 for overall, hip and knee OA, respectively). The major MR analysis used in this work was the inverse variance weighted (IVW) approach, and sensitivity, pleiotropy, and heterogeneity studies were performed to evaluate the validity of the findings. RESULTS: IVW estimates indicated that LST had a risk effect on overall OA (odds ratio (OR) = 1.309, 95% confidence interval (CI): 1.198–1.430, P = 2.330 × 10(-9)), hip OA (OR = 1.132, 95% CI: 1.009–1.269, P = 0.034) and knee OA (OR = 1.435. 95% CI: 1.286–1.602, P = 1.225 × 10(-10)). In contrast, no causal relationship was found between MVPA and OA (overall OA: OR = 0.895, 95% CI: 0.664–1.205, P = 0.465; hip OA: OR = 1.189, 95% CI: 0.792–1.786, P = 0.404; knee OA: OR = 0.707, 95% CI: 0.490 -1.021, P = 0.064). In addition, we observed significant heterogeneity in instrumental variables, but no horizontal pleiotropy was detected. CONCLUSIONS: Recent findings demonstrated a protective impact of reducing LST on OA, independent of MVPA. This provides valuable insights into the role of physical activity in OA and offers lifestyle recommendations, such as reducing recreational sedentary behaviors and promoting appropriate exercise, for individuals at risk of OA. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01681-x. BioMed Central 2023-10-09 /pmc/articles/PMC10561455/ /pubmed/37814247 http://dx.doi.org/10.1186/s12920-023-01681-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Bin Liu, Yang Zhang, Yao-Chen Han, Zi-Yi Hou, Jia-Lin Chen, Shuai Xiang, Chuan Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study |
title | Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study |
title_full | Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study |
title_fullStr | Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study |
title_full_unstemmed | Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study |
title_short | Assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample Mendelian randomization study |
title_sort | assessment of causal effects of physical activity on the risk of osteoarthritis: a two-sample mendelian randomization study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10561455/ https://www.ncbi.nlm.nih.gov/pubmed/37814247 http://dx.doi.org/10.1186/s12920-023-01681-x |
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