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干燥综合征与肠道微生物群之间的因果关系:一项两样本孟德尔随机化研究

Causal Relationship Between Sjögren's Syndrome and Gut Microbiota: A Two-Sample Mendelian Randomization Study.

作者信息

Wang Xinrun, Liu Minghui, Xia Weiping

机构信息

Department of Critical Care Medicine, Xiangya Hospital, Central South University, Changsha 410008, China.

National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China.

出版信息

Biomedicines. 2024 Oct 18;12(10):2378. doi: 10.3390/biomedicines12102378.

Abstract

Gut microbiota have been previously reported to be related to a variety of immune diseases. However, the causal connection between Sjögren's syndrome (SS) and gut microbiota has yet to be clarified. We employed a two-sample Mendelian randomization (MR) analysis to evaluate the causal connection between gut microbiota and SS, utilizing summary statistics from genome-wide association studies (GWASs) obtained from the MiBioGen and FinnGen consortia. The inverse variance weighted (IVW) approach represents the primary method of Mendelian randomization (MR) analysis. Sensitivity analysis was used to eliminate instrumental variables heterogeneity and horizontal pleiotropy. In addition, we performed an analysis using independent GWAS summary statistics for SS from the European Bioinformatics Institute (EBI) dataset for further verify our results. IVW results demonstrated that the phylum (OR = 0.79, 95% CI: 0.63-0.99, = 0.037), class (OR = 0.67, 95% CI: 0.47-0.96, = 0.030), family (OR = 0.60, 95% CI: 0.38-0.94, = 0.026), genus group (OR = 0.61, 95% CI: 0.4-0.93, = 0.021), genus (OR = 0.62, 95% CI: 0.43-0.90, = 0.012), genus (OR = 0.61, 95% CI: 0.42-0.90, = 0.012), genus (OR = 0.7, 95% CI: 0.49-0.99, = 0.045) and genus (OR = 0.61, 95% CI: 0.44-0.86, = 0.005) exhibited protective effects on SS. Relevant heterogeneity of horizontal pleiotropy or instrumental variables was not detected. Furthermore, repeating our results with an independent cohort provided by the EBI dataset, only the genus group remained significantly associated with the protective effect on SS (OR = 0.41, 95% CI: 0.18-0.91, = 0.029). Two-step MR analysis further revealed that genus group exerts its protective effect by reducing CXCL6 levels in SS (OR, 0.87; 95% CI = 0.76-0.99, = 0.033). Our study using two-sample MR analysis identified a causal association between multiple genera and SS. A two-step MR result calculated that genus group mediated its protective effect by reducing CXCL6 levels in SS. However, the datasets available from the MiBioGen and FinnGen consortia do not provide sufficient information or comprehensive demographic data for subgroup analyses. Additional validation using various omics technologies is necessary to comprehend the development of SS in the intricate interplay between genes and the environment over a period of time.

摘要

此前已有报道称肠道微生物群与多种免疫疾病有关。然而,干燥综合征(SS)与肠道微生物群之间的因果关系尚未阐明。我们采用两样本孟德尔随机化(MR)分析来评估肠道微生物群与SS之间的因果关系,利用从MiBioGen和FinnGen联盟获得的全基因组关联研究(GWAS)的汇总统计数据。逆方差加权(IVW)方法是孟德尔随机化(MR)分析的主要方法。敏感性分析用于消除工具变量的异质性和水平多效性。此外,我们使用来自欧洲生物信息学研究所(EBI)数据集的SS独立GWAS汇总统计数据进行分析,以进一步验证我们的结果。IVW结果表明,门(OR = 0.79,95%CI:0.63 - 0.99,P = 0.037)、纲(OR = 0.67,95%CI:0.47 - 0.96,P = 0.030)、科(OR = 0.60,95%CI:0.38 - 0.94,P = 0.026)、属组(OR = 0.61,95%CI:0.4 - 0.93,P = 0.021)、属(OR = 0.62,95%CI:0.43 - 0.90,P = 0.012)、属(OR = 0.61,95%CI:0.42 - 0.90,P = 0.012)、属(OR = 0.7,95%CI:0.49 - 0.99,P = 0.045)和属(OR = 0.61,95%CI:0.44 - 0.86,P = 0.005)对SS具有保护作用。未检测到水平多效性或工具变量的相关异质性。此外,使用EBI数据集提供的独立队列重复我们的结果,只有属组仍然与对SS的保护作用显著相关(OR = 0.41,95%CI:0.18 - 0.91,P = 0.029)。两步MR分析进一步表明,属组通过降低SS中的CXCL6水平发挥其保护作用(OR,0.87;95%CI = 0.76 - 0.99,P = 0.033)。我们使用两样本MR分析的研究确定了多个属与SS之间的因果关联。两步MR结果计算得出,属组通过降低SS中的CXCL6水平介导其保护作用。然而,MiBioGen和FinnGen联盟提供的数据集没有提供足够的信息或全面的人口统计数据用于亚组分析。需要使用各种组学技术进行额外的验证,以了解在一段时间内基因与环境之间复杂相互作用中SS的发展情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4a25/11505323/299c450a8a5e/biomedicines-12-02378-g001.jpg

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