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肠道微生物群与 1 型糖尿病:两样本双向孟德尔随机化研究。

Gut microbiota and type 1 diabetes: a two-sample bidirectional Mendelian randomization study.

机构信息

Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, China.

Changsha Medical University Public Health Institute, Changsha, China.

出版信息

Front Cell Infect Microbiol. 2023 May 29;13:1163898. doi: 10.3389/fcimb.2023.1163898. eCollection 2023.

Abstract

OBJECTIVE

The real causal relationship between human gut microbiota and T1D remains unclear and difficult to establish. Herein, we adopted a two-sample bidirectional mendelian randomization (MR) study to evaluate the causality between gut microbiota and T1D.

METHODS

We leveraged publicly available genome-wide association study (GWAS) summary data to perform MR analysis. The gut microbiota-related GWAS data from 18,340 individuals from the international consortium MiBioGen were used. The summary statistic data for T1D (n = 264,137) were obtained from the latest release from the FinnGen consortium as the outcome of interest. The selection of instrumental variables conformed strictly to a series of preset inclusion and exclusion criteria. MR-Egger, weighted median, inverse variance weighted (IVW), and weighted mode methods were used to assess the causal association. The Cochran's Q test, MR-Egger intercept test, and leave-one-out analysis were conducted to identify heterogeneity and pleiotropy.

RESULTS

At the phylum level, only Bacteroidetes was indicated to have causality on T1D (OR = 1.24, 95% CI = 1.01-1.53, = 0.044) in the IVW analysis. When it comes to their subcategories, Bacteroidia class (OR = 1.28, 95% CI = 1.06-1.53, = 0.009, = 0.085), Bacteroidales order (OR = 1.28, 95% CI = 1.06-1.53, = 0.009, = 0.085), and group genus (OR = 0.64, 95% CI = 0.50-0.81, = 2.84×10, = 0.031) were observed to have a causal relationship with T1D in the IVW analysis. No heterogeneity and pleiotropy were detected.

CONCLUSIONS

The present study reports that Bacteroidetes phylum, Bacteroidia class, and Bacteroidales order causally increase T1D risk, whereas group genus, which belongs to the Firmicutes phylum, causally decreases T1D risk. Nevertheless, future studies are warranted to dissect the underlying mechanisms of specific bacterial taxa's role in the pathophysiology of T1D.

摘要

目的

人体肠道微生物群与 T1D 之间的真正因果关系仍不清楚且难以确定。在此,我们采用两样本双向孟德尔随机化(MR)研究来评估肠道微生物群与 T1D 之间的因果关系。

方法

我们利用公开的全基因组关联研究(GWAS)汇总数据进行 MR 分析。使用来自国际 MiBioGen 联盟的 18340 个人的肠道微生物群相关 GWAS 数据。T1D(n=264137)的汇总统计数据作为感兴趣的结果,来自 FinnGen 联盟的最新发布。工具变量的选择严格符合一系列预设的纳入和排除标准。采用 MR-Egger、加权中位数、逆方差加权(IVW)和加权模式方法来评估因果关联。采用 Cochran's Q 检验、MR-Egger 截距检验和逐一剔除分析来识别异质性和多效性。

结果

在门水平上,仅发现 Bacteroidetes 与 T1D 呈因果关系(OR=1.24,95%CI=1.01-1.53, = 0.044)。在 IVW 分析中,当其细分类别时,Bacteroidia 类(OR=1.28,95%CI=1.06-1.53, = 0.009, = 0.085)、Bacteroidales 目(OR=1.28,95%CI=1.06-1.53, = 0.009, = 0.085)和 group 属(OR=0.64,95%CI=0.50-0.81, = 2.84×10, = 0.031)被观察到与 T1D 呈因果关系。未检测到异质性和多效性。

结论

本研究报告称,Bacteroidetes 门、Bacteroidia 类和 Bacteroidales 目可因果性地增加 T1D 风险,而属于 Firmicutes 门的 group 属则因果性地降低 T1D 风险。然而,未来的研究仍需要阐明特定细菌类群在 T1D 病理生理学中的作用的潜在机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c861/10258312/3f7291a3b8c6/fcimb-13-1163898-g001.jpg

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