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Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study
BACKGROUND: Increasing evidence shows that leisure sedentary behaviors (LSB) and physical activity (PA) are associated with various musculoskeletal disorders. However, the causality between LSB/PA and musculoskeletal health remained unknown. In this study, we aimed to evaluate the causal relationshi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10019723/ https://www.ncbi.nlm.nih.gov/pubmed/36928028 http://dx.doi.org/10.1371/journal.pone.0283014 |
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author | Zhao, Xiaoyan Yang, Yan Yue, Rensong Su, Chengguo |
author_facet | Zhao, Xiaoyan Yang, Yan Yue, Rensong Su, Chengguo |
author_sort | Zhao, Xiaoyan |
collection | PubMed |
description | BACKGROUND: Increasing evidence shows that leisure sedentary behaviors (LSB) and physical activity (PA) are associated with various musculoskeletal disorders. However, the causality between LSB/PA and musculoskeletal health remained unknown. In this study, we aimed to evaluate the causal relationships between LSB/PA and lower back pain (LBP), intervertebral disc disorder (IVDD), rheumatoid arthritis (RA), and bone mineral density (BMD) by using a two-sample Mendelian randomization method. METHODS: The exposure data were obtained from large-scale genome-wide association studies (GWAS), including the PA dataset (self-reported PA, n = 377,234; accelerometer-assessed PA, n = 91,084) and LSB dataset (n = 422,218). The outcome data were derived from the FinnGen LBP dataset (n = 248,528), FinnGen IVDD dataset (n = 256,896), BMD GWAS dataset (n = 56,284), and RA GWAS dataset (n = 58,284). The causal relationships were estimated with inverse variance weighted (IVW), MR-Egger, and weighted median methods. Sensitivity analyses were performed with Cochran’s Q test, MR-Egger intercept test, and leave-one-out analysis to estimate the robustness of our findings. RESULTS: Genetically predicted leisure television watching increased the risk of LBP (OR = 1.68, 95% CI 1.41 to 2.01; P = 8.23×10(−9)) and IVDD (OR = 1.62, 95% CI 1.37 to 1.91; P = 2.13 × 10(−8)). In addition, this study revealed a potential causal relationship between computer use and a reduced risk of IVDD (OR = 0.60, 95% CI 0.42 to 0.86; P = 0.005) and RA (OR = 0.28, 95% CI 0.13 to 0.60; P = 0.001). CONCLUSIONS: Our results suggest that leisure television watching is a risk factor for LBP and IVDD, whereas leisure computer use may act as a protective factor against IVDD and RA. These findings emphasized the importance of distinguishing between different sedentary behaviors in musculoskeletal disease studies. |
format | Online Article Text |
id | pubmed-10019723 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-100197232023-03-17 Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study Zhao, Xiaoyan Yang, Yan Yue, Rensong Su, Chengguo PLoS One Research Article BACKGROUND: Increasing evidence shows that leisure sedentary behaviors (LSB) and physical activity (PA) are associated with various musculoskeletal disorders. However, the causality between LSB/PA and musculoskeletal health remained unknown. In this study, we aimed to evaluate the causal relationships between LSB/PA and lower back pain (LBP), intervertebral disc disorder (IVDD), rheumatoid arthritis (RA), and bone mineral density (BMD) by using a two-sample Mendelian randomization method. METHODS: The exposure data were obtained from large-scale genome-wide association studies (GWAS), including the PA dataset (self-reported PA, n = 377,234; accelerometer-assessed PA, n = 91,084) and LSB dataset (n = 422,218). The outcome data were derived from the FinnGen LBP dataset (n = 248,528), FinnGen IVDD dataset (n = 256,896), BMD GWAS dataset (n = 56,284), and RA GWAS dataset (n = 58,284). The causal relationships were estimated with inverse variance weighted (IVW), MR-Egger, and weighted median methods. Sensitivity analyses were performed with Cochran’s Q test, MR-Egger intercept test, and leave-one-out analysis to estimate the robustness of our findings. RESULTS: Genetically predicted leisure television watching increased the risk of LBP (OR = 1.68, 95% CI 1.41 to 2.01; P = 8.23×10(−9)) and IVDD (OR = 1.62, 95% CI 1.37 to 1.91; P = 2.13 × 10(−8)). In addition, this study revealed a potential causal relationship between computer use and a reduced risk of IVDD (OR = 0.60, 95% CI 0.42 to 0.86; P = 0.005) and RA (OR = 0.28, 95% CI 0.13 to 0.60; P = 0.001). CONCLUSIONS: Our results suggest that leisure television watching is a risk factor for LBP and IVDD, whereas leisure computer use may act as a protective factor against IVDD and RA. These findings emphasized the importance of distinguishing between different sedentary behaviors in musculoskeletal disease studies. Public Library of Science 2023-03-16 /pmc/articles/PMC10019723/ /pubmed/36928028 http://dx.doi.org/10.1371/journal.pone.0283014 Text en © 2023 Zhao et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Zhao, Xiaoyan Yang, Yan Yue, Rensong Su, Chengguo Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study |
title | Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study |
title_full | Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study |
title_fullStr | Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study |
title_full_unstemmed | Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study |
title_short | Potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: A Mendelian randomization study |
title_sort | potential causal association between leisure sedentary behaviors, physical activity and musculoskeletal health: a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10019723/ https://www.ncbi.nlm.nih.gov/pubmed/36928028 http://dx.doi.org/10.1371/journal.pone.0283014 |
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