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Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function
BACKGROUND: Observational studies have shown possible bidirectional association between type 2 diabetes (T2D) and pulmonary function, but the causality is not well defined. The purpose of this study is to investigate genetic correlation and causal relationship of T2D and glycemic traits with pulmona...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8655865/ https://www.ncbi.nlm.nih.gov/pubmed/34899610 http://dx.doi.org/10.3389/fendo.2021.777487 |
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author | Zhu, Jiahao Zhao, Huanling Chen, Dingwan Tse, Lap Ah Kinra, Sanjay Li, Yingjun |
author_facet | Zhu, Jiahao Zhao, Huanling Chen, Dingwan Tse, Lap Ah Kinra, Sanjay Li, Yingjun |
author_sort | Zhu, Jiahao |
collection | PubMed |
description | BACKGROUND: Observational studies have shown possible bidirectional association between type 2 diabetes (T2D) and pulmonary function, but the causality is not well defined. The purpose of this study is to investigate genetic correlation and causal relationship of T2D and glycemic traits with pulmonary function. METHODS: By leveraging summary statistics from large-scale genome-wide association studies, linkage disequilibrium score regression was first implemented to quantify genetic correlations between T2D, glycemic traits, and several spirometry indices. Then both univariable and multivariable Mendelian randomization analyses along with multiple pleiotropy-robust methods were performed in two directions to assess the causal nature of these relationships. RESULTS: Forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC) showed significant genetic correlations with T2D and fasting insulin levels and suggestive genetic correlations with fasting glucose and hemoglobin A1c. In Mendelian randomization analyses, genetically predicted higher FEV1 (OR = 0.77; 95% CI = 0.63, 0.94) and FVC (OR = 0.82; 95% CI = 0.68, 0.99) were significantly associated with lower risk of T2D. Conversely, genetic predisposition to higher risk of T2D exhibited strong association with reduced FEV1 (beta = −0.062; 95% CI = −0.100, −0.024) and FEV1 (beta = −0.088; 95% CI = −0.126, −0.050) and increased FEV1/FVC ratio (beta = 0.045; 95% CI = 0.012, 0.078). We also found a suggestive causal effect of fasting glucose on pulmonary function and of pulmonary function on fasting insulin and proinsulin. CONCLUSIONS: The present study provided supportive evidence for genetic correlation and bidirectional causal association between T2D and pulmonary function. Further studies are warranted to clarify possible mechanisms related to lung dysfunction and T2D, thus offering a new strategy for the management of the two comorbid diseases. |
format | Online Article Text |
id | pubmed-8655865 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86558652021-12-10 Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function Zhu, Jiahao Zhao, Huanling Chen, Dingwan Tse, Lap Ah Kinra, Sanjay Li, Yingjun Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Observational studies have shown possible bidirectional association between type 2 diabetes (T2D) and pulmonary function, but the causality is not well defined. The purpose of this study is to investigate genetic correlation and causal relationship of T2D and glycemic traits with pulmonary function. METHODS: By leveraging summary statistics from large-scale genome-wide association studies, linkage disequilibrium score regression was first implemented to quantify genetic correlations between T2D, glycemic traits, and several spirometry indices. Then both univariable and multivariable Mendelian randomization analyses along with multiple pleiotropy-robust methods were performed in two directions to assess the causal nature of these relationships. RESULTS: Forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC) showed significant genetic correlations with T2D and fasting insulin levels and suggestive genetic correlations with fasting glucose and hemoglobin A1c. In Mendelian randomization analyses, genetically predicted higher FEV1 (OR = 0.77; 95% CI = 0.63, 0.94) and FVC (OR = 0.82; 95% CI = 0.68, 0.99) were significantly associated with lower risk of T2D. Conversely, genetic predisposition to higher risk of T2D exhibited strong association with reduced FEV1 (beta = −0.062; 95% CI = −0.100, −0.024) and FEV1 (beta = −0.088; 95% CI = −0.126, −0.050) and increased FEV1/FVC ratio (beta = 0.045; 95% CI = 0.012, 0.078). We also found a suggestive causal effect of fasting glucose on pulmonary function and of pulmonary function on fasting insulin and proinsulin. CONCLUSIONS: The present study provided supportive evidence for genetic correlation and bidirectional causal association between T2D and pulmonary function. Further studies are warranted to clarify possible mechanisms related to lung dysfunction and T2D, thus offering a new strategy for the management of the two comorbid diseases. Frontiers Media S.A. 2021-11-25 /pmc/articles/PMC8655865/ /pubmed/34899610 http://dx.doi.org/10.3389/fendo.2021.777487 Text en Copyright © 2021 Zhu, Zhao, Chen, Tse, Kinra and Li 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 Zhu, Jiahao Zhao, Huanling Chen, Dingwan Tse, Lap Ah Kinra, Sanjay Li, Yingjun Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function |
title | Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function |
title_full | Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function |
title_fullStr | Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function |
title_full_unstemmed | Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function |
title_short | Genetic Correlation and Bidirectional Causal Association Between Type 2 Diabetes and Pulmonary Function |
title_sort | genetic correlation and bidirectional causal association between type 2 diabetes and pulmonary function |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8655865/ https://www.ncbi.nlm.nih.gov/pubmed/34899610 http://dx.doi.org/10.3389/fendo.2021.777487 |
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