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A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus
BACKGROUND: Previous studies have reported an association between sarcopenia and type 2 diabetes mellitus (T2DM), but causation was prone to confounding factors. A more robust research approach is urgently required to investigate the causal relationship between sarcopenia and T2DM. METHODS: The bi-d...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031051/ https://www.ncbi.nlm.nih.gov/pubmed/36967750 http://dx.doi.org/10.3389/fendo.2023.1109800 |
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author | Chen, Simin Yan, Shikang Aiheti, Nuerbiyamu Kuribanjiang, Kaidiriyan Yao, Xuemei Wang, Qian Zhou, Tao Yang, Lei |
author_facet | Chen, Simin Yan, Shikang Aiheti, Nuerbiyamu Kuribanjiang, Kaidiriyan Yao, Xuemei Wang, Qian Zhou, Tao Yang, Lei |
author_sort | Chen, Simin |
collection | PubMed |
description | BACKGROUND: Previous studies have reported an association between sarcopenia and type 2 diabetes mellitus (T2DM), but causation was prone to confounding factors. A more robust research approach is urgently required to investigate the causal relationship between sarcopenia and T2DM. METHODS: The bi-directional two-sample MR study was carried out in two stages: Sarcopenia-related traits were investigated as exposure while T2DM was investigated as an outcome in the first step, whereas the second step was reversed. The GWAS summary data for hand-grip strength (n = 256,523), appendicular lean mass (ALM, n = 450,243), and walking pace (n = 459,915) were obtained from the UK Biobank. T2DM data were obtained from one of the biggest case-control studies on diabetes (DIAGRAM; n = 180,834 cases and 492,191 controls), which was published in 2022. The inverse-variance weighted (IVW) approach was used to obtain MR estimates, and various sensitivity analysis was also performed. RESULTS: Low hand-grip strength had a potential causal relationship with an increased incidence of T2DM (OR = 1.109; 95% CI, 1.008–1.222; p = 0.0350). T2DM risk was reduced by increasing ALM and walking pace: A 1 kg/m(2) increase in ALM decreased the risk of T2DM by 10.2% (OR = 0.898; 95% CI, 0.830–0.952; p < 0.001). A 1 m/s increase in walking pace decreased the risk of T2DM by 90.0% (OR = 0.100; 95% CI, 0.053–0.186; p < 0.001). The relationship was bidirectional, with T2DM as a causative factor of sarcopenia-related traits (p < 0.05) except for ALM (β = 0.018; 95% CI, −0.008 to −0.044; p = 0.168). CONCLUSIONS: Hand-grip strength and T2DM had a potential bidirectional causal relationship, as did walking pace and T2DM. We suggest that sarcopenia and T2DM may mutually have a significant causal effect on each other. |
format | Online Article Text |
id | pubmed-10031051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100310512023-03-23 A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus Chen, Simin Yan, Shikang Aiheti, Nuerbiyamu Kuribanjiang, Kaidiriyan Yao, Xuemei Wang, Qian Zhou, Tao Yang, Lei Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Previous studies have reported an association between sarcopenia and type 2 diabetes mellitus (T2DM), but causation was prone to confounding factors. A more robust research approach is urgently required to investigate the causal relationship between sarcopenia and T2DM. METHODS: The bi-directional two-sample MR study was carried out in two stages: Sarcopenia-related traits were investigated as exposure while T2DM was investigated as an outcome in the first step, whereas the second step was reversed. The GWAS summary data for hand-grip strength (n = 256,523), appendicular lean mass (ALM, n = 450,243), and walking pace (n = 459,915) were obtained from the UK Biobank. T2DM data were obtained from one of the biggest case-control studies on diabetes (DIAGRAM; n = 180,834 cases and 492,191 controls), which was published in 2022. The inverse-variance weighted (IVW) approach was used to obtain MR estimates, and various sensitivity analysis was also performed. RESULTS: Low hand-grip strength had a potential causal relationship with an increased incidence of T2DM (OR = 1.109; 95% CI, 1.008–1.222; p = 0.0350). T2DM risk was reduced by increasing ALM and walking pace: A 1 kg/m(2) increase in ALM decreased the risk of T2DM by 10.2% (OR = 0.898; 95% CI, 0.830–0.952; p < 0.001). A 1 m/s increase in walking pace decreased the risk of T2DM by 90.0% (OR = 0.100; 95% CI, 0.053–0.186; p < 0.001). The relationship was bidirectional, with T2DM as a causative factor of sarcopenia-related traits (p < 0.05) except for ALM (β = 0.018; 95% CI, −0.008 to −0.044; p = 0.168). CONCLUSIONS: Hand-grip strength and T2DM had a potential bidirectional causal relationship, as did walking pace and T2DM. We suggest that sarcopenia and T2DM may mutually have a significant causal effect on each other. Frontiers Media S.A. 2023-03-08 /pmc/articles/PMC10031051/ /pubmed/36967750 http://dx.doi.org/10.3389/fendo.2023.1109800 Text en Copyright © 2023 Chen, Yan, Aiheti, Kuribanjiang, Yao, Wang, Zhou and Yang 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 | Endocrinology Chen, Simin Yan, Shikang Aiheti, Nuerbiyamu Kuribanjiang, Kaidiriyan Yao, Xuemei Wang, Qian Zhou, Tao Yang, Lei A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus |
title | A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus |
title_full | A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus |
title_fullStr | A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus |
title_full_unstemmed | A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus |
title_short | A bi-directional Mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus |
title_sort | bi-directional mendelian randomization study of sarcopenia-related traits and type 2 diabetes mellitus |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031051/ https://www.ncbi.nlm.nih.gov/pubmed/36967750 http://dx.doi.org/10.3389/fendo.2023.1109800 |
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