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肠道微生物群与重度抑郁症:双向孟德尔随机化研究。

Gut microbiota and major depressive disorder: A bidirectional Mendelian randomization.

机构信息

Department of colorectal diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.

The Third Hospital/Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China.

出版信息

J Affect Disord. 2022 Nov 1;316:187-193. doi: 10.1016/j.jad.2022.08.012. Epub 2022 Aug 10.

Abstract

BACKGROUND

Observational studies showed an association between gut microbiota and depression, but the causality relationship between them is unclear. We aimed to determine whether there is a bidirectional causal relationship between the composition of gut microbiota and major depressive disorders (MDD) and explore the role of gut microbiota in decreasing the risk of MDD.

METHODS

Our two-sample Mendelian randomization (MR) study acquired top SNPs associated with the composition of gut microbiota (n = 18,340) and with MDDs (n = 480,359) from publicly available genome-wide association studies (GWAS). The SNPs estimates were pooled using inverse-variance weighted meta-analysis, with sensitivity analyses-weighted median, MR Egger, and MR Pleiotropy Residual Sum and Outlier (PRESSO).

RESULTS

The Actinobacteria class had protective causal effects on MDD (OR 0.88, 95%CI 0.87 to 0.9). The Bifidobacterium (OR 0.89, 95%CI 0.88 to 0.91) were further found to have similar effects as the Actinobacteria class. The genus Ruminococcus1 had a protective effect on MDD (OR 0.88, 95%CI 0.76 to 0.99) while the Streptococcaceae family and its genus had an anti-protective effect on MDD (OR 1.07, 95%CI 1.01 to 1.13), but these findings were not supported by the MR-Egger analysis. Bidirectional MR showed no effect of MDD on gut microbiota composition.

LIMITATIONS

The use of summary-level data, the risk of sample overlap and low statistical power are the major limiting factors.

CONCLUSIONS

Our MR analysis showed a protective effect of Actinobacteria, Bifidobacterium, and Ruminococcus and a potentially anti-protective effect of Streptococcaceae on MDD pathogenesis. Further studies are needed to transform the findings into practice.

摘要

背景

观察性研究表明肠道微生物群与抑郁症之间存在关联,但它们之间的因果关系尚不清楚。我们旨在确定肠道微生物群组成与重度抑郁症(MDD)之间是否存在双向因果关系,并探讨肠道微生物群在降低 MDD 风险中的作用。

方法

我们的两样本孟德尔随机化(MR)研究从公开的全基因组关联研究(GWAS)中获得了与肠道微生物群组成(n=18340)和 MDD(n=480359)相关的顶级 SNP。使用逆方差加权荟萃分析对 SNP 估计值进行汇总,敏感性分析包括加权中位数、MR Egger 和 MR 偏倚残留和异常值(PRESSO)。

结果

厚壁菌门对 MDD 有保护作用(OR 0.88,95%CI 0.87 至 0.9)。双歧杆菌(OR 0.89,95%CI 0.88 至 0.91)被进一步发现与厚壁菌门有相似的作用。瘤胃球菌属对 MDD 有保护作用(OR 0.88,95%CI 0.76 至 0.99),而链球菌科及其属对 MDD 有抗保护作用(OR 1.07,95%CI 1.01 至 1.13),但这些发现并未得到 MR-Egger 分析的支持。双向 MR 分析显示 MDD 对肠道微生物群组成没有影响。

局限性

使用汇总数据、样本重叠风险和低统计能力是主要的限制因素。

结论

我们的 MR 分析表明厚壁菌门、双歧杆菌和瘤胃球菌属具有保护作用,链球菌科及其属可能具有抗保护作用,这可能有助于 MDD 的发病机制。需要进一步的研究将这些发现转化为实践。

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