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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...

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Autores principales: Zhao, Xiaoyan, Yang, Yan, Yue, Rensong, Su, Chengguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
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.
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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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