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Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study

Metabolic traits are associated with the risk of developing glaucoma in observational studies. To assess whether theses associations reflect causality, we conducted a Mendelian randomization (MR) study. Our study included up to 20,906 glaucoma cases and 438,188 controls. Genetic instruments associat...

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Autores principales: Wang, Kai, Yang, Fangkun, Liu, Xin, Lin, Xueqi, Yin, Houfa, Tang, Qiaomei, Jiang, Li, Yao, Ke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867384/
https://www.ncbi.nlm.nih.gov/pubmed/36677034
http://dx.doi.org/10.3390/metabo13010109
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author Wang, Kai
Yang, Fangkun
Liu, Xin
Lin, Xueqi
Yin, Houfa
Tang, Qiaomei
Jiang, Li
Yao, Ke
author_facet Wang, Kai
Yang, Fangkun
Liu, Xin
Lin, Xueqi
Yin, Houfa
Tang, Qiaomei
Jiang, Li
Yao, Ke
author_sort Wang, Kai
collection PubMed
description Metabolic traits are associated with the risk of developing glaucoma in observational studies. To assess whether theses associations reflect causality, we conducted a Mendelian randomization (MR) study. Our study included up to 20,906 glaucoma cases and 438,188 controls. Genetic instruments associated with the concerned 11 exposures at the genome-wide significance level were selected from corresponding genome-wide association studies. Summary-level data for glaucoma were obtained from the UK Biobank, the GERA study, and the FinnGen consortium. Univariable and multivariable MR analyses were conducted separately in two populations. Our results showed that higher genetic liability to type 2 diabetes (T2D) was causally and independently associated with an increased risk of glaucoma (odds ratio [OR], 1.11; 95% confidence interval [CI], 1.06–1.16; p = 4.4 × 10(−6)). The association for T2D persisted after multivariable adjustment. In addition, higher genetically predicted systolic blood pressure (SBP), fasting glucose (FG), and HbA1c, were also suggestively associated with glaucoma risk. The OR was 1.08 (95% CI, 1.01–1.16; p = 0.035) for SBP, 1.24 (95% CI, 1.05–1.47; p = 0.011) for FG, and 1.28 (95% CI, 1.01–1.61; p = 0.039) for HbA1c. No evidence was observed to support the causal effects of body mass index and blood lipids for glaucoma. This study suggests a causal role for diabetes, as well as possible roles for higher SBP, FG, and HbA1c in the development of glaucoma. Further validation is needed to assess the potential of these risk factors as pharmacological targets for glaucoma prevention.
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spelling pubmed-98673842023-01-22 Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study Wang, Kai Yang, Fangkun Liu, Xin Lin, Xueqi Yin, Houfa Tang, Qiaomei Jiang, Li Yao, Ke Metabolites Article Metabolic traits are associated with the risk of developing glaucoma in observational studies. To assess whether theses associations reflect causality, we conducted a Mendelian randomization (MR) study. Our study included up to 20,906 glaucoma cases and 438,188 controls. Genetic instruments associated with the concerned 11 exposures at the genome-wide significance level were selected from corresponding genome-wide association studies. Summary-level data for glaucoma were obtained from the UK Biobank, the GERA study, and the FinnGen consortium. Univariable and multivariable MR analyses were conducted separately in two populations. Our results showed that higher genetic liability to type 2 diabetes (T2D) was causally and independently associated with an increased risk of glaucoma (odds ratio [OR], 1.11; 95% confidence interval [CI], 1.06–1.16; p = 4.4 × 10(−6)). The association for T2D persisted after multivariable adjustment. In addition, higher genetically predicted systolic blood pressure (SBP), fasting glucose (FG), and HbA1c, were also suggestively associated with glaucoma risk. The OR was 1.08 (95% CI, 1.01–1.16; p = 0.035) for SBP, 1.24 (95% CI, 1.05–1.47; p = 0.011) for FG, and 1.28 (95% CI, 1.01–1.61; p = 0.039) for HbA1c. No evidence was observed to support the causal effects of body mass index and blood lipids for glaucoma. This study suggests a causal role for diabetes, as well as possible roles for higher SBP, FG, and HbA1c in the development of glaucoma. Further validation is needed to assess the potential of these risk factors as pharmacological targets for glaucoma prevention. MDPI 2023-01-09 /pmc/articles/PMC9867384/ /pubmed/36677034 http://dx.doi.org/10.3390/metabo13010109 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Kai
Yang, Fangkun
Liu, Xin
Lin, Xueqi
Yin, Houfa
Tang, Qiaomei
Jiang, Li
Yao, Ke
Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study
title Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study
title_full Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study
title_fullStr Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study
title_full_unstemmed Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study
title_short Appraising the Effects of Metabolic Traits on the Risk of Glaucoma: A Mendelian Randomization Study
title_sort appraising the effects of metabolic traits on the risk of glaucoma: a mendelian randomization study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867384/
https://www.ncbi.nlm.nih.gov/pubmed/36677034
http://dx.doi.org/10.3390/metabo13010109
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