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Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis

INTRODUCTION: Over the past few years, multiple observational studies have speculated a potential association between inflammatory bowel disease (IBD), which includes ulcerative colitis (UC) and Crohn’s disease (CD), and osteoporosis. However, no consensus has been reached regarding their interdepen...

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Autores principales: Dai, Zhujiang, Xu, Weimin, Ding, Rui, Peng, Xiang, Shen, Xia, Song, Jinglue, Du, Peng, Wang, Zhongchuan, Liu, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10250718/
https://www.ncbi.nlm.nih.gov/pubmed/37304119
http://dx.doi.org/10.3389/fpubh.2023.1151837
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author Dai, Zhujiang
Xu, Weimin
Ding, Rui
Peng, Xiang
Shen, Xia
Song, Jinglue
Du, Peng
Wang, Zhongchuan
Liu, Yun
author_facet Dai, Zhujiang
Xu, Weimin
Ding, Rui
Peng, Xiang
Shen, Xia
Song, Jinglue
Du, Peng
Wang, Zhongchuan
Liu, Yun
author_sort Dai, Zhujiang
collection PubMed
description INTRODUCTION: Over the past few years, multiple observational studies have speculated a potential association between inflammatory bowel disease (IBD), which includes ulcerative colitis (UC) and Crohn’s disease (CD), and osteoporosis. However, no consensus has been reached regarding their interdependence and pathogenesis. Herein, we sought to further explore the causal associations between them. METHODS: We validated the association between IBD and reduced bone mineral density in humans based on genome-wide association studies (GWAS) data. To investigate the causal relationship between IBD and osteoporosis, we performed a two-sample Mendelian randomization study using training and validation sets. Genetic variation data for IBD, CD, UC, and osteoporosis were derived from published genome-wide association studies in individuals of European ancestry. After a series of robust quality control steps, we included eligible instrumental variables (SNPs) significantly associated with exposure (IBD/CD/UC). We adopted five algorithms, including MR Egger, Weighted median, Inverse variance weighted, Simple mode, and Weighted mode, to infer the causal association between IBD and osteoporosis. In addition, we evaluated the robustness of Mendelian randomization analysis by heterogeneity test, pleiotropy test, leave-one-out sensitivity test, and multivariate Mendelian randomization. RESULTS: Genetically predicted CD was positively associated with osteoporosis risk, with ORs of 1.060 (95% CIs 1.016, 1.106; p = 0.007) and 1.044 (95% CIs 1.002, 1.088; p = 0.039) for CD in the training and validation sets, respectively. However, Mendelian randomization analysis did not reveal a significant causal relationship between UC and osteoporosis (p > 0.05). Furthermore, we found that overall IBD was associated with osteoporosis prediction, with ORs of 1.050 (95% CIs 0.999, 1.103; p = 0.055) and 1.063 (95% CIs 1.019, 1.109; p = 0.005) in the training and validation sets, respectively. CONCLUSION: We demonstrated the causal association between CD and osteoporosis, complementing the framework for genetic variants that predispose to autoimmune disease.
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spelling pubmed-102507182023-06-10 Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis Dai, Zhujiang Xu, Weimin Ding, Rui Peng, Xiang Shen, Xia Song, Jinglue Du, Peng Wang, Zhongchuan Liu, Yun Front Public Health Public Health INTRODUCTION: Over the past few years, multiple observational studies have speculated a potential association between inflammatory bowel disease (IBD), which includes ulcerative colitis (UC) and Crohn’s disease (CD), and osteoporosis. However, no consensus has been reached regarding their interdependence and pathogenesis. Herein, we sought to further explore the causal associations between them. METHODS: We validated the association between IBD and reduced bone mineral density in humans based on genome-wide association studies (GWAS) data. To investigate the causal relationship between IBD and osteoporosis, we performed a two-sample Mendelian randomization study using training and validation sets. Genetic variation data for IBD, CD, UC, and osteoporosis were derived from published genome-wide association studies in individuals of European ancestry. After a series of robust quality control steps, we included eligible instrumental variables (SNPs) significantly associated with exposure (IBD/CD/UC). We adopted five algorithms, including MR Egger, Weighted median, Inverse variance weighted, Simple mode, and Weighted mode, to infer the causal association between IBD and osteoporosis. In addition, we evaluated the robustness of Mendelian randomization analysis by heterogeneity test, pleiotropy test, leave-one-out sensitivity test, and multivariate Mendelian randomization. RESULTS: Genetically predicted CD was positively associated with osteoporosis risk, with ORs of 1.060 (95% CIs 1.016, 1.106; p = 0.007) and 1.044 (95% CIs 1.002, 1.088; p = 0.039) for CD in the training and validation sets, respectively. However, Mendelian randomization analysis did not reveal a significant causal relationship between UC and osteoporosis (p > 0.05). Furthermore, we found that overall IBD was associated with osteoporosis prediction, with ORs of 1.050 (95% CIs 0.999, 1.103; p = 0.055) and 1.063 (95% CIs 1.019, 1.109; p = 0.005) in the training and validation sets, respectively. CONCLUSION: We demonstrated the causal association between CD and osteoporosis, complementing the framework for genetic variants that predispose to autoimmune disease. Frontiers Media S.A. 2023-05-26 /pmc/articles/PMC10250718/ /pubmed/37304119 http://dx.doi.org/10.3389/fpubh.2023.1151837 Text en Copyright © 2023 Dai, Xu, Ding, Peng, Shen, Song, Du, Wang and Liu. 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 Public Health
Dai, Zhujiang
Xu, Weimin
Ding, Rui
Peng, Xiang
Shen, Xia
Song, Jinglue
Du, Peng
Wang, Zhongchuan
Liu, Yun
Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis
title Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis
title_full Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis
title_fullStr Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis
title_full_unstemmed Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis
title_short Two-sample Mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis
title_sort two-sample mendelian randomization analysis evaluates causal associations between inflammatory bowel disease and osteoporosis
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10250718/
https://www.ncbi.nlm.nih.gov/pubmed/37304119
http://dx.doi.org/10.3389/fpubh.2023.1151837
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