A Two-step Bayesian Mendelian Randomization Study on Cholecystitis and Dermatitis

Chenyu Zhao, Changqian Cen, Ruihan Zhang, Wenjin He, Yiyang Jiao, Zhuoya Chen, Zhaoqi Wu, Ting Luan
{"title":"A Two-step Bayesian Mendelian Randomization Study on Cholecystitis and Dermatitis","authors":"Chenyu Zhao, Changqian Cen, Ruihan Zhang, Wenjin He, Yiyang Jiao, Zhuoya Chen, Zhaoqi Wu, Ting Luan","doi":"10.1101/2024.09.17.24313850","DOIUrl":null,"url":null,"abstract":"Abstract:\nBackground: Cholecystitis is an inflammatory disease involving the gallbladder, often associated with digestive disorders and systemic immune response. This systemic immune response could potentially influence the immune status of the skin, particularly in conditions like dermatitis. Despite extensive research on dermatitis, the causal relationship between cholecystitis and dermatitis subtypes (DSs) remains unclear. Objective: The aim of this study was to investigate the causal relationship between cholecystitis and DSs.\nMethods: Two-sample Mendelian randomization (MR) was used to analyze the causal relationship between cholecystitis and DSs. We then utilized the Bayesian Weighted Mendelian Randomization (BWMR) method to validate our findings and applied bidirectional MR analysis to confirm the causal direction. After establishing the associations between traits, we delved into the underlying mechanisms of this interesting finding. Subsequently, we used 91 inflammatory proteins as mediators and performed summary data-based mendelian randomization (SMR) analysis to further investigate the pathogenesis of DSs.\nResults: MR results evidently showed that cholecystitis can significantly reduce the risk of allergic contact dermatitis (ACD) (IVW, OR=0.8834, p=0.0368) and exfoliative dermatitis (ED) (IVW, OR=0.5738, p=0.0126). BWMR also provided secondary validation of the casual associations. In the subsequent reverse direction MR analyses, reverse causality was not present, so cholecystitis had a unidirectional effect and existed as a protective factor for ACD and ED. Interestingly, cholecystitis appears to lower the risk of ACD and ED by downregulating IL-6, IL-7, and IFN-γ. Additionally, the genes HCG27 and HLA-DRB5 may play a significant role in the pathogenesis of ACD.\nConclusion: This study used a two-step MR analysis of genetic summary data to investigate to what extent inflammatory proteins impact the protective role of cholecystitis on dermatitis. We also identified several proteins and genes that could serve as potential drug targets.","PeriodicalId":501385,"journal":{"name":"medRxiv - Dermatology","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Dermatology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.09.17.24313850","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Abstract: Background: Cholecystitis is an inflammatory disease involving the gallbladder, often associated with digestive disorders and systemic immune response. This systemic immune response could potentially influence the immune status of the skin, particularly in conditions like dermatitis. Despite extensive research on dermatitis, the causal relationship between cholecystitis and dermatitis subtypes (DSs) remains unclear. Objective: The aim of this study was to investigate the causal relationship between cholecystitis and DSs. Methods: Two-sample Mendelian randomization (MR) was used to analyze the causal relationship between cholecystitis and DSs. We then utilized the Bayesian Weighted Mendelian Randomization (BWMR) method to validate our findings and applied bidirectional MR analysis to confirm the causal direction. After establishing the associations between traits, we delved into the underlying mechanisms of this interesting finding. Subsequently, we used 91 inflammatory proteins as mediators and performed summary data-based mendelian randomization (SMR) analysis to further investigate the pathogenesis of DSs. Results: MR results evidently showed that cholecystitis can significantly reduce the risk of allergic contact dermatitis (ACD) (IVW, OR=0.8834, p=0.0368) and exfoliative dermatitis (ED) (IVW, OR=0.5738, p=0.0126). BWMR also provided secondary validation of the casual associations. In the subsequent reverse direction MR analyses, reverse causality was not present, so cholecystitis had a unidirectional effect and existed as a protective factor for ACD and ED. Interestingly, cholecystitis appears to lower the risk of ACD and ED by downregulating IL-6, IL-7, and IFN-γ. Additionally, the genes HCG27 and HLA-DRB5 may play a significant role in the pathogenesis of ACD. Conclusion: This study used a two-step MR analysis of genetic summary data to investigate to what extent inflammatory proteins impact the protective role of cholecystitis on dermatitis. We also identified several proteins and genes that could serve as potential drug targets.
胆囊炎和皮炎的两步贝叶斯孟德尔随机研究
摘要:背景:胆囊炎是一种涉及胆囊的炎症性疾病,通常与消化系统疾病和全身免疫反应有关。这种全身免疫反应可能会影响皮肤的免疫状态,尤其是在皮炎等疾病中。尽管对皮炎进行了广泛研究,但胆囊炎与皮炎亚型(DSs)之间的因果关系仍不清楚。研究目的本研究旨在探讨胆囊炎与皮炎亚型之间的因果关系:方法:采用双样本孟德尔随机法(MR)分析胆囊炎与 DSs 之间的因果关系。然后,我们利用贝叶斯加权孟德尔随机法(BWMR)验证了我们的发现,并应用双向孟德尔随机分析确认了因果方向。在确定了性状之间的关联之后,我们深入研究了这一有趣发现的内在机制。随后,我们使用 91 种炎症蛋白作为介质,并进行了基于汇总数据的泯灭随机化(SMR)分析,以进一步研究 DSs 的发病机制:MR结果显示,胆囊炎可显著降低过敏性接触性皮炎(ACD)(IVW,OR=0.8834,P=0.0368)和剥脱性皮炎(ED)(IVW,OR=0.5738,P=0.0126)的发病风险。BWMR 还对偶然关联进行了二次验证。在随后的反向 MR 分析中,反向因果关系并不存在,因此胆囊炎具有单向效应,是 ACD 和 ED 的保护因素。有趣的是,胆囊炎似乎通过下调 IL-6、IL-7 和 IFN-γ 来降低 ACD 和 ED 的风险。此外,HCG27 和 HLA-DRB5 基因可能在 ACD 的发病机制中发挥重要作用:本研究通过对遗传汇总数据进行两步磁共振分析,研究了炎症蛋白在多大程度上影响胆囊炎对皮炎的保护作用。我们还发现了几种可作为潜在药物靶点的蛋白质和基因。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信