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Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study

Inflammatory bowel diseases (IBDs), including Crohn’s disease (CD) and ulcerative colitis (UC), have become a global health problem with a rapid growth of incidence in newly industrialized countries. Observational studies have recognized associations between blood lipid traits and IBDs, but the caus...

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Autores principales: Yao, Ziqin, Jiang, Feiyu, Luo, Hongbin, Zhou, Jiahui, Shi, Wanting, Xu, Shoufang, Zhang, Yingying, Dai, Feng, Li, Xinran, Liu, Zhiwei, Wang, Xinhui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300867/
https://www.ncbi.nlm.nih.gov/pubmed/37367888
http://dx.doi.org/10.3390/metabo13060730
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author Yao, Ziqin
Jiang, Feiyu
Luo, Hongbin
Zhou, Jiahui
Shi, Wanting
Xu, Shoufang
Zhang, Yingying
Dai, Feng
Li, Xinran
Liu, Zhiwei
Wang, Xinhui
author_facet Yao, Ziqin
Jiang, Feiyu
Luo, Hongbin
Zhou, Jiahui
Shi, Wanting
Xu, Shoufang
Zhang, Yingying
Dai, Feng
Li, Xinran
Liu, Zhiwei
Wang, Xinhui
author_sort Yao, Ziqin
collection PubMed
description Inflammatory bowel diseases (IBDs), including Crohn’s disease (CD) and ulcerative colitis (UC), have become a global health problem with a rapid growth of incidence in newly industrialized countries. Observational studies have recognized associations between blood lipid traits and IBDs, but the causality still remains unclear. To determine the causal effects of blood lipid traits, including triglycerides (TG), total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C) on IBDs, two-sample Mendelian randomization (MR) analyses were conducted using the summary-level genome-wide association study (GWAS) statistics of blood lipid traits and IBDs. Our univariable MR using multiplicative random-effect inverse-variance weight (IVW) method identified TC (OR: 0.674; 95% CI: 0.554, 0.820; p < 0.00625) and LDL-C (OR: 0.685; 95% CI: 0.546, 0.858; p < 0.00625) as protective factors of UC. The result of our multivariable MR analysis further provided suggestive evidence of the protective effect of TC on UC risk (OR: 0.147; 95% CI: 0.025, 0.883; p < 0.05). Finally, our MR-BMA analysis prioritized TG (MIP: 0.336;  [Formula: see text] (MACE): −0.025; PP: 0.31;  [Formula: see text] (λ): −0.072) and HDL-C (MIP: 0.254;  [Formula: see text] (MACE): −0.011; PP: 0.232;  [Formula: see text] (λ): −0.04) for CD and TC (MIP: 0.721;  [Formula: see text] (MACE): −0.257; PP: 0.648;  [Formula: see text] (λ): −0.356) and LDL-C (MIP: 0.31;  [Formula: see text] (MACE): −0.095; PP: 0.256;  [Formula: see text] (λ): −0.344) for UC as the top-ranked protective factors. In conclusion, the causal effect of TC for UC prevention was robust across all of our MR approaches, which provide the first evidence that genetically determined TC is causally associated with reduced risk of UC. The finding of this study provides important insights into the metabolic regulation of IBDs and potential metabolites targeting strategies for IBDs intervention.
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spelling pubmed-103008672023-06-29 Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study Yao, Ziqin Jiang, Feiyu Luo, Hongbin Zhou, Jiahui Shi, Wanting Xu, Shoufang Zhang, Yingying Dai, Feng Li, Xinran Liu, Zhiwei Wang, Xinhui Metabolites Article Inflammatory bowel diseases (IBDs), including Crohn’s disease (CD) and ulcerative colitis (UC), have become a global health problem with a rapid growth of incidence in newly industrialized countries. Observational studies have recognized associations between blood lipid traits and IBDs, but the causality still remains unclear. To determine the causal effects of blood lipid traits, including triglycerides (TG), total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C) on IBDs, two-sample Mendelian randomization (MR) analyses were conducted using the summary-level genome-wide association study (GWAS) statistics of blood lipid traits and IBDs. Our univariable MR using multiplicative random-effect inverse-variance weight (IVW) method identified TC (OR: 0.674; 95% CI: 0.554, 0.820; p < 0.00625) and LDL-C (OR: 0.685; 95% CI: 0.546, 0.858; p < 0.00625) as protective factors of UC. The result of our multivariable MR analysis further provided suggestive evidence of the protective effect of TC on UC risk (OR: 0.147; 95% CI: 0.025, 0.883; p < 0.05). Finally, our MR-BMA analysis prioritized TG (MIP: 0.336;  [Formula: see text] (MACE): −0.025; PP: 0.31;  [Formula: see text] (λ): −0.072) and HDL-C (MIP: 0.254;  [Formula: see text] (MACE): −0.011; PP: 0.232;  [Formula: see text] (λ): −0.04) for CD and TC (MIP: 0.721;  [Formula: see text] (MACE): −0.257; PP: 0.648;  [Formula: see text] (λ): −0.356) and LDL-C (MIP: 0.31;  [Formula: see text] (MACE): −0.095; PP: 0.256;  [Formula: see text] (λ): −0.344) for UC as the top-ranked protective factors. In conclusion, the causal effect of TC for UC prevention was robust across all of our MR approaches, which provide the first evidence that genetically determined TC is causally associated with reduced risk of UC. The finding of this study provides important insights into the metabolic regulation of IBDs and potential metabolites targeting strategies for IBDs intervention. MDPI 2023-06-07 /pmc/articles/PMC10300867/ /pubmed/37367888 http://dx.doi.org/10.3390/metabo13060730 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
Yao, Ziqin
Jiang, Feiyu
Luo, Hongbin
Zhou, Jiahui
Shi, Wanting
Xu, Shoufang
Zhang, Yingying
Dai, Feng
Li, Xinran
Liu, Zhiwei
Wang, Xinhui
Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study
title Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study
title_full Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study
title_fullStr Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study
title_full_unstemmed Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study
title_short Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study
title_sort causal effects of blood lipid traits on inflammatory bowel diseases: a mendelian randomization study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300867/
https://www.ncbi.nlm.nih.gov/pubmed/37367888
http://dx.doi.org/10.3390/metabo13060730
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