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Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study
BACKGROUND AND PURPOSE: Observational studies have shown that sarcopenia and diabetic nephropathy (DN), are closely related; however, the causal relationship is unclear. This study aims to address this issue using a bidirectional Mendelian randomization (MR) study. METHODOLOGY: We data from genome-w...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239922/ https://www.ncbi.nlm.nih.gov/pubmed/37284212 http://dx.doi.org/10.3389/fendo.2023.1188972 |
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author | Ren, Linan Wang, Yao Ju, Feng Sun, Meixin Gang, Xiaokun Wang, Guixia |
author_facet | Ren, Linan Wang, Yao Ju, Feng Sun, Meixin Gang, Xiaokun Wang, Guixia |
author_sort | Ren, Linan |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Observational studies have shown that sarcopenia and diabetic nephropathy (DN), are closely related; however, the causal relationship is unclear. This study aims to address this issue using a bidirectional Mendelian randomization (MR) study. METHODOLOGY: We data from genome-wide association studies including appendicular lean mass (n = 244,730), grip strength (right: n = 461,089, left: n = 461026), walking speed (n = 459,915), and DN (3283 cases and 181,704 controls) to conduct a bidirectional MR study. First, we conducted a Forward MR analysis to evaluate the causality of sarcopenia on the risk of DN from the genetic perspective with appendicular lean mass, grip strength, and walking speed as exposure and DN as the outcome. Then, DN as the exposure, we performed a Reverse MR analysis to determine whether DN impacted the appendicular lean mass, grip strength, and walking speed of the appendices. Finally, a series of sensitivity studies, such as heterogeneity tests, pleiotropy evaluations, and Leave-one-out analyses, were conducted to assess the MR analysis’s accuracy further. RESULTS: According to a forward MR analysis, a genetically predicted decrease in appendicular lean mass is associated with an increased risk of developing DN risk (inverse variance weighting[IVW]: odd ratio [OR] = 0.863, 95% confidence interval [CI] 0.767-0.971; P = 0.014). According to reverse MR results, grip strength decreased as DN progressed (IVW: right β = 0.003, 95% CI: - 0.021 to - 0.009, P = 5.116e-06; left β = 0.003, 95% CI: - 0.024 to - 0.012, P = 7.035e-09). However, the results of the other MR analyses were not statistically different. CONCLUSION: Notably, our findings suggest that the causal relationship between sarcopenia and DN cannot be generalized. According to analysis of the individual characteristic factors of sarcopenia, reducing in appendicular lean mass increases the risk of developing DN and DN is linked to reduced grip strength. But overall, there is no causal relationship between sarcopenia and DN, because the diagnosis of sarcopenia cannot be determined by one of these factors alone. |
format | Online Article Text |
id | pubmed-10239922 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102399222023-06-06 Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study Ren, Linan Wang, Yao Ju, Feng Sun, Meixin Gang, Xiaokun Wang, Guixia Front Endocrinol (Lausanne) Endocrinology BACKGROUND AND PURPOSE: Observational studies have shown that sarcopenia and diabetic nephropathy (DN), are closely related; however, the causal relationship is unclear. This study aims to address this issue using a bidirectional Mendelian randomization (MR) study. METHODOLOGY: We data from genome-wide association studies including appendicular lean mass (n = 244,730), grip strength (right: n = 461,089, left: n = 461026), walking speed (n = 459,915), and DN (3283 cases and 181,704 controls) to conduct a bidirectional MR study. First, we conducted a Forward MR analysis to evaluate the causality of sarcopenia on the risk of DN from the genetic perspective with appendicular lean mass, grip strength, and walking speed as exposure and DN as the outcome. Then, DN as the exposure, we performed a Reverse MR analysis to determine whether DN impacted the appendicular lean mass, grip strength, and walking speed of the appendices. Finally, a series of sensitivity studies, such as heterogeneity tests, pleiotropy evaluations, and Leave-one-out analyses, were conducted to assess the MR analysis’s accuracy further. RESULTS: According to a forward MR analysis, a genetically predicted decrease in appendicular lean mass is associated with an increased risk of developing DN risk (inverse variance weighting[IVW]: odd ratio [OR] = 0.863, 95% confidence interval [CI] 0.767-0.971; P = 0.014). According to reverse MR results, grip strength decreased as DN progressed (IVW: right β = 0.003, 95% CI: - 0.021 to - 0.009, P = 5.116e-06; left β = 0.003, 95% CI: - 0.024 to - 0.012, P = 7.035e-09). However, the results of the other MR analyses were not statistically different. CONCLUSION: Notably, our findings suggest that the causal relationship between sarcopenia and DN cannot be generalized. According to analysis of the individual characteristic factors of sarcopenia, reducing in appendicular lean mass increases the risk of developing DN and DN is linked to reduced grip strength. But overall, there is no causal relationship between sarcopenia and DN, because the diagnosis of sarcopenia cannot be determined by one of these factors alone. Frontiers Media S.A. 2023-05-22 /pmc/articles/PMC10239922/ /pubmed/37284212 http://dx.doi.org/10.3389/fendo.2023.1188972 Text en Copyright © 2023 Ren, Wang, Ju, Sun, Gang and Wang 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 Ren, Linan Wang, Yao Ju, Feng Sun, Meixin Gang, Xiaokun Wang, Guixia Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study |
title | Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study |
title_full | Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study |
title_fullStr | Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study |
title_full_unstemmed | Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study |
title_short | Causality between sarcopenia and diabetic nephropathy: a bidirectional Mendelian randomization study |
title_sort | causality between sarcopenia and diabetic nephropathy: a bidirectional mendelian randomization study |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239922/ https://www.ncbi.nlm.nih.gov/pubmed/37284212 http://dx.doi.org/10.3389/fendo.2023.1188972 |
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