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Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes
INTRODUCTION: Insomnia is a novel pathogen for type 2 diabetes mellitus (T2DM). However, mechanisms linking insomnia and T2DM are poorly understood. In this study, we apply a network Mendelian randomization (MR) framework to determine the causal association between insomnia and T2DM and identify the...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8744092/ https://www.ncbi.nlm.nih.gov/pubmed/34996781 http://dx.doi.org/10.1136/bmjdrc-2021-002510 |
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author | Xiuyun, Wen Jiating, Lin Minjun, Xie Weidong, Li Qian, Wu Lizhen, Liao |
author_facet | Xiuyun, Wen Jiating, Lin Minjun, Xie Weidong, Li Qian, Wu Lizhen, Liao |
author_sort | Xiuyun, Wen |
collection | PubMed |
description | INTRODUCTION: Insomnia is a novel pathogen for type 2 diabetes mellitus (T2DM). However, mechanisms linking insomnia and T2DM are poorly understood. In this study, we apply a network Mendelian randomization (MR) framework to determine the causal association between insomnia and T2DM and identify the potential mediators, including overweight (body mass index (BMI), waist-to-hip ratio, and body fat percentage) and glycometabolism (HbA1c, fasting blood glucose, and fasting blood insulin). RESEARCH DESIGN AND METHODS: We use the MR framework to detect effect estimates of the insomnia–T2DM, insomnia–mediator, and mediator–T2DM associations. A mediator between insomnia and T2DM is established if MR studies in all 3 steps prove causal associations. RESULTS: In the Inverse variance weighted method, the results show that insomnia will increase the T2DM risk (OR 1.142; 95% CI 1.072 to 1.216; p=0.000), without heterogeneity nor horizontal pleiotropy, strongly suggesting that genetically predicted insomnia has a causal association with T2DM. Besides, our MR analysis provides strong evidence that insomnia is causally associated with BMI and body fat percentage. There is also suggestive evidence of an association between insomnia and the waist-to-hip ratio. At the same time, our results indicate that insomnia is not causally associated with glycometabolism. Higher BMI, waist-to-hip ratio, and body fat percentage levels are strongly associated with increased risk of T2DM. CONCLUSIONS: Genetically predicted insomnia has a causal association with T2DM. Being overweight (especially BMI and body fat percentage) mediates the causal pathway from insomnia to T2DM. |
format | Online Article Text |
id | pubmed-8744092 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-87440922022-01-20 Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes Xiuyun, Wen Jiating, Lin Minjun, Xie Weidong, Li Qian, Wu Lizhen, Liao BMJ Open Diabetes Res Care Cardiovascular and Metabolic Risk INTRODUCTION: Insomnia is a novel pathogen for type 2 diabetes mellitus (T2DM). However, mechanisms linking insomnia and T2DM are poorly understood. In this study, we apply a network Mendelian randomization (MR) framework to determine the causal association between insomnia and T2DM and identify the potential mediators, including overweight (body mass index (BMI), waist-to-hip ratio, and body fat percentage) and glycometabolism (HbA1c, fasting blood glucose, and fasting blood insulin). RESEARCH DESIGN AND METHODS: We use the MR framework to detect effect estimates of the insomnia–T2DM, insomnia–mediator, and mediator–T2DM associations. A mediator between insomnia and T2DM is established if MR studies in all 3 steps prove causal associations. RESULTS: In the Inverse variance weighted method, the results show that insomnia will increase the T2DM risk (OR 1.142; 95% CI 1.072 to 1.216; p=0.000), without heterogeneity nor horizontal pleiotropy, strongly suggesting that genetically predicted insomnia has a causal association with T2DM. Besides, our MR analysis provides strong evidence that insomnia is causally associated with BMI and body fat percentage. There is also suggestive evidence of an association between insomnia and the waist-to-hip ratio. At the same time, our results indicate that insomnia is not causally associated with glycometabolism. Higher BMI, waist-to-hip ratio, and body fat percentage levels are strongly associated with increased risk of T2DM. CONCLUSIONS: Genetically predicted insomnia has a causal association with T2DM. Being overweight (especially BMI and body fat percentage) mediates the causal pathway from insomnia to T2DM. BMJ Publishing Group 2022-01-07 /pmc/articles/PMC8744092/ /pubmed/34996781 http://dx.doi.org/10.1136/bmjdrc-2021-002510 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Cardiovascular and Metabolic Risk Xiuyun, Wen Jiating, Lin Minjun, Xie Weidong, Li Qian, Wu Lizhen, Liao Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes |
title | Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes |
title_full | Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes |
title_fullStr | Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes |
title_full_unstemmed | Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes |
title_short | Network Mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes |
title_sort | network mendelian randomization study: exploring the causal pathway from insomnia to type 2 diabetes |
topic | Cardiovascular and Metabolic Risk |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8744092/ https://www.ncbi.nlm.nih.gov/pubmed/34996781 http://dx.doi.org/10.1136/bmjdrc-2021-002510 |
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