肠道微生物群和代谢物对慢性阻塞性肺病的因果效应:双向双样本孟德尔随机研究》。

IF 2.7 3区 医学 Q2 RESPIRATORY SYSTEM
Yongkun Du, Shuai Wang, Ting Zhou, Zhongyan Zhao
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引用次数: 0

摘要

背景:最近的证据表明,肠道微生物组和代谢物与慢性阻塞性肺病(COPD)的发病机制密切相关,但由于混杂因素和反向因果关系,确切的因果关系仍不清楚。本研究采用双向双样本孟德尔随机化法(MR)来阐明这些关系:方法:汇编了公开的全基因组关联研究(GWAS)中有关肠道微生物组、代谢物和慢性阻塞性肺病的汇总数据。对遗传工具变量(单核苷酸多态性或 SNPs)进行了细致的选择,主要利用反方差加权法(IVW),辅以 MR-Egger 回归法和加权中值法(WM)进行 MR 分析。对异质性和水平多向性的评估采用 Cochran's Q 检验、MR-Egger 截距检验和 MR-PRESSO 全局检验。为了验证结果的稳健性,我们还进行了敏感性分析,包括撇除检验。并分析了肠道微生物群介导的代谢物变化对慢性阻塞性肺病因果关系的中介效应:结果:我们的研究发现了与慢性阻塞性肺病发病机制有关的九个重要肠道微生物群分类群和十三种已知代谢物。此外,还确定了慢性阻塞性肺病的发病与五个细菌类群的丰度以及三种已知代谢物的浓度之间的关系。这些发现始终经得起敏感性分析的检验,增强了其可信度。此外,我们的研究结果表明,肠道微生物群通过介导代谢物的变化,促进了慢性阻塞性肺病的发展:我们的双向双样本孟德尔随机分析揭示了慢性阻塞性肺病中肠道微生物群的丰度与代谢物浓度之间的互为因果关系。这项研究有望为慢性阻塞性肺病的早期诊断和疾病进展监测确定生物标志物,从而为预防和治疗开辟新的途径。要加深我们对慢性阻塞性肺病发病机制的了解,进一步研究其潜在机制至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Causal Effects of Gut Microbiota and Metabolites on Chronic Obstructive Pulmonary Disease: A Bidirectional Two Sample Mendelian Randomization Study.

Background: Recent evidence suggests that the gut microbiome and metabolites are intricately involved in Chronic Obstructive Pulmonary Disease (COPD) pathogenesis, yet the precise causal relationships remain unclear due to confounding factors and reverse causation. This study employs bidirectional two-sample Mendelian Randomization (MR) to clarify these connections.

Methods: Summary data from publicly available Genome-Wide Association Studies (GWAS) concerning the gut microbiome, metabolites, and COPD were compiled. The selection of genetic instrumental variables (Single Nucleotide Polymorphisms, or SNPs) for MR analysis was conducted meticulously, primarily utilizing the Inverse Variance Weighting (IVW) method, supplemented by MR-Egger regression and the Weighted Median (WM) approach. The evaluation of heterogeneity and horizontal pleiotropy was performed using Cochran's Q test, the MR-Egger intercept test, and the MR-PRESSO global test. Sensitivity analyses, including leave-one-out tests, were conducted to verify the robustness of our results. And the mediation effect of gut microbiota-mediated changes in metabolites on the causal relationship with COPD was analyzed.

Results: Our study identified nine significant gut microbiota taxa and thirteen known metabolites implicated in COPD pathogenesis. Moreover, associations between the onset of COPD and the abundance of five bacterial taxa, as well as the concentration of three known metabolites, were established. These findings consistently withstood sensitivity analyses, reinforcing their credibility. Additionally, our results revealed that gut microbiota contribute to the development of COPD by mediating changes in metabolites.

Conclusion: Our bidirectional Two-Sample Mendelian Randomization analysis has revealed reciprocal causal relationships between the abundance of gut microbiota and metabolite concentrations in the context of COPD. This research holds promise for identifying biomarkers for early COPD diagnosis and monitoring disease progression, thereby opening new pathways for prevention and treatment. Further investigation into the underlying mechanisms is essential to improve our understanding of COPD onset.

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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
372
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed journal of therapeutics and pharmacology focusing on concise rapid reporting of clinical studies and reviews in COPD. Special focus will be given to the pathophysiological processes underlying the disease, intervention programs, patient focused education, and self management protocols. This journal is directed at specialists and healthcare professionals
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