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Mendelian randomization shows depression increases the risk of type 2 diabetes
Introduction: Type 2 diabetes (T2D) is associated with severe mental illnesses (SMIs), such as schizophrenia, bipolar disorder, and depression. However, causal relationships between SMIs and T2D remain unclear owing to potential bias in observational studies. We aimed to characterize the causal effe...
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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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10484410/ https://www.ncbi.nlm.nih.gov/pubmed/37693321 http://dx.doi.org/10.3389/fgene.2023.1181851 |
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author | Jin, Heejin Lee, Sanghun Won, Sungho |
author_facet | Jin, Heejin Lee, Sanghun Won, Sungho |
author_sort | Jin, Heejin |
collection | PubMed |
description | Introduction: Type 2 diabetes (T2D) is associated with severe mental illnesses (SMIs), such as schizophrenia, bipolar disorder, and depression. However, causal relationships between SMIs and T2D remain unclear owing to potential bias in observational studies. We aimed to characterize the causal effect of SMI liability on T2D using two-sample Mendelian randomization (MR). Methods: The causality between liability to SMI and T2D was investigated using the inverse-variance weighted (IVW), MREgger, MR-Egger with a simulation extrapolation, weighted median, and the MR pleiotropy residual sum and outlier method. Similarly, we performed additional MR which can detect the reverse causation effect by switching exposure and outcome for T2D liability for SMI. To further consider pleiotropic effects between SMIs, multivariable MR analysis was performed after accounting for the other traits. Results: In the univariable IVW method, depression showed a causal effect on T2D (odds ratio [OR]: 1.128, 95% confidence interval [CI]: 1.024–1.245, p = 0.014). Multinomial MR more strongly supported these results (IVW OR: 1.197, 95% CI: 1.069, 1.340, p = 0.002; MR-Egger OR: 1.198, 95% CI: 1.062, 1.349, p = 0.003). Bidirectional MR showed absence of reversecausality between depression and T2D. However, causal relationship of bipolar and schizophrenia on T2D was not detected. Discussion: Careful attention is needed for patients with depression regarding T2D prevention and treatment. |
format | Online Article Text |
id | pubmed-10484410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104844102023-09-08 Mendelian randomization shows depression increases the risk of type 2 diabetes Jin, Heejin Lee, Sanghun Won, Sungho Front Genet Genetics Introduction: Type 2 diabetes (T2D) is associated with severe mental illnesses (SMIs), such as schizophrenia, bipolar disorder, and depression. However, causal relationships between SMIs and T2D remain unclear owing to potential bias in observational studies. We aimed to characterize the causal effect of SMI liability on T2D using two-sample Mendelian randomization (MR). Methods: The causality between liability to SMI and T2D was investigated using the inverse-variance weighted (IVW), MREgger, MR-Egger with a simulation extrapolation, weighted median, and the MR pleiotropy residual sum and outlier method. Similarly, we performed additional MR which can detect the reverse causation effect by switching exposure and outcome for T2D liability for SMI. To further consider pleiotropic effects between SMIs, multivariable MR analysis was performed after accounting for the other traits. Results: In the univariable IVW method, depression showed a causal effect on T2D (odds ratio [OR]: 1.128, 95% confidence interval [CI]: 1.024–1.245, p = 0.014). Multinomial MR more strongly supported these results (IVW OR: 1.197, 95% CI: 1.069, 1.340, p = 0.002; MR-Egger OR: 1.198, 95% CI: 1.062, 1.349, p = 0.003). Bidirectional MR showed absence of reversecausality between depression and T2D. However, causal relationship of bipolar and schizophrenia on T2D was not detected. Discussion: Careful attention is needed for patients with depression regarding T2D prevention and treatment. Frontiers Media S.A. 2023-08-24 /pmc/articles/PMC10484410/ /pubmed/37693321 http://dx.doi.org/10.3389/fgene.2023.1181851 Text en Copyright © 2023 Jin, Lee and Won. 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 | Genetics Jin, Heejin Lee, Sanghun Won, Sungho Mendelian randomization shows depression increases the risk of type 2 diabetes |
title | Mendelian randomization shows depression increases the risk of type 2 diabetes |
title_full | Mendelian randomization shows depression increases the risk of type 2 diabetes |
title_fullStr | Mendelian randomization shows depression increases the risk of type 2 diabetes |
title_full_unstemmed | Mendelian randomization shows depression increases the risk of type 2 diabetes |
title_short | Mendelian randomization shows depression increases the risk of type 2 diabetes |
title_sort | mendelian randomization shows depression increases the risk of type 2 diabetes |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10484410/ https://www.ncbi.nlm.nih.gov/pubmed/37693321 http://dx.doi.org/10.3389/fgene.2023.1181851 |
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