预防医学2024,Vol.36Issue(9) :801-805.DOI:10.19485/j.cnki.issn2096-5087.2024.09.015

肠道菌群与多囊卵巢综合征的孟德尔随机化研究

Association between gut microbiota and polycystic ovary syndrome:a Mendelian randomization study

陈颖 刘可 刘彬 孙晓慧 何志兴 毛盈颖 叶丁
预防医学2024,Vol.36Issue(9) :801-805.DOI:10.19485/j.cnki.issn2096-5087.2024.09.015

肠道菌群与多囊卵巢综合征的孟德尔随机化研究

Association between gut microbiota and polycystic ovary syndrome:a Mendelian randomization study

陈颖 1刘可 1刘彬 1孙晓慧 1何志兴 2毛盈颖 1叶丁1
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作者信息

  • 1. 浙江中医药大学公共卫生学院,浙江 杭州 310053
  • 2. 浙江中医药大学,浙江 杭州 310053
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摘要

目的 采用孟德尔随机化(MR)方法探究肠道菌群与多囊卵巢综合征(PCOS)的因果关联,为PCOS发病机制研究和防治策略制定提供依据.方法 肠道菌群遗传资料来自一项涉及18 340名研究对象的全基因组关联研究(GWAS)Meta分析;PCOS遗传资料来自2项欧洲人群的GWAS Meta分析,分别作为发现集和验证集.利用发现集数据进行双向MR分析,以逆方差加权法(IVW)为主要方法;敏感性分析采用加权中位数法、MR-Egger回归法和MR-PRESSO检验;利用验证集数据验证;并采用Meta分析对2个数据集的结果进行合并.结果 正向MR分析结果显示,9种肠道菌群与PCOS存在统计学关联(均P<0.05),其中链球菌科(OR=1.442,95%CI:1.097~1.895)、放线菌属(OR=1.359,95%CI:1.036~1.784)、瘤胃球菌UCG 011(OR=0.755,95%CI:0.619~0.921)、塞利单胞菌属(OR=0.766,95%CI:0.657~0.893)、链球菌属(OR=1.496,95%CI:1.136~1.972)与PCOS的正向因果关联在敏感性分析中保持稳定.反向MR分析结果显示,上述5种肠道菌群与PCOS不存在反向因果关联(均P>0.05).验证集的MR分析结果显示,上述5种肠道菌群与PCOS不存在统计学关联(均P>0.05).Meta分析结果显示,放线菌属(OR=1.226,95%CI:1.010~1.503)、链球菌属(OR=1.266,95%CI:1.042~1.542)与PCOS存在统计学关联(均P<0.05).结论 肠道菌群中的链球菌属、放线菌属与PCOS风险升高有关.

Abstract

Objective To investigate the causal relationship between gut microbiota and polycystic ovary syndrome(PCOS)using a Mendelian randomization(MR)study,so as to provide insights into the pathogenesis of PCOS and the formulation of prevention and treatment strategies.Methods The genetic data on gut microbiota was derived from a me-ta-analysis of genome-wide association studies(GWAS)involving 18 340 participants.The genetic data on PCOS was sourced from two GWAS meta-analyses in European populations,serving as the discovery set and the validation set,re-spectively.A two-sample MR analysis was conducted using the discovery set,with the inverse variance weighted(IVW)method as the primary approach.Sensitivity analyses employed the weighted median method,MR-Egger regression,and the MR-PRESSO test.The validation set was utilized for verification,and a meta-analysis was performed to combine the results from the two datasets.Results Forward MR analysis results showed that nine types of gut microbiota were statistically associated with PCOS(all P<0.05).Specifically,the association of family Streptococcaceae(OR=1.442,95%CI:1.097-1.895),genus Actinomyces(OR=1.359,95%CI:1.036-1.784),genus Ruminococcaceae UCG 011(OR=0.755,95%CI:0.619-0.921),genus Sellimonas(OR=0.766,95%CI:0.657-0.893)and genus Streptococcus with PCOS(OR=1.496,95%CI:1.136-1.972)remained consistent in the sensitivity analysis.Reverse MR analysis showed no evidence for the causal association between PCOS and the aforementioned five types of gut microbiota(all P>0.05).The MR anal-ysis results of the validation set showed that there was no statistical association between the aforementioned five types of gut microbiota and PCOS(all P>0.05).However,the associations remained significant for genus Actinomyces(OR=1.226,95%CI:1.010-1.503)and genus Streptococcus(OR=1.266,95%CI:1.042-1.452)in the meta-analysis(both P<0.05).Conclusion This study provides the evidence that genus Actinomyces and genus Streptococcus are causally associ-ated with PCOS.

关键词

多囊卵巢综合征/肠道菌群/链球菌/放线菌/孟德尔随机化

Key words

polycystic ovary syndrome/gut microbiota/Streptococcus/Actinomyces/Mendelian randomization

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基金项目

国家自然科学基金项目(82204843)

国家自然科学基金项目(82174208)

出版年

2024
预防医学
浙江省预防医学会

预防医学

CSTPCD
影响因子:1.002
ISSN:2096-5087
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