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阐明肠道微生物群、人体血液代谢物与膝关节骨关节炎之间的因果关系:来自两阶段孟德尔随机化分析的证据。

Elucidating Causal Relationships Among Gut Microbiota, Human Blood Metabolites, and Knee Osteoarthritis: Evidence from a Two-Stage Mendelian Randomization Analysis.

作者信息

Wang Zhen, Zhao Chi, Wang Zheng, Li Mengmeng, Zhang Lili, Diao Jieyao, Chen Juntao, Zhang Lijuan, Wang Yu, Li Miaoxiu, Zhou Yunfeng, Xu Hui

机构信息

College of Acupuncture and Massage, Henan University of Chinese Medicine, Zhengzhou, China.

Tuina Department, The Third Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, China.

出版信息

Rejuvenation Res. 2025 Apr 7. doi: 10.1089/rej.2024.0079.

Abstract

Although previous observational studies suggest a potential association between gut microbiota (GM) and knee osteoarthritis (KOA), the causal relationships remain unclear, particularly concerning the role of blood metabolites (BMs) as potential mediators. Elucidating these interactions is crucial for understanding the mechanisms underlying KOA progression and may inform the development of novel therapeutic strategies. This study aimed to determine the causal relationship between GM and KOA and to quantify the potential mediating role of BMs. Instrumental variables (IVs) for GM and BMs were retrieved from the MiBioGen consortium and metabolomics genome-wide association studies (GWAS) databases. KOA-associated single-nucleotide polymorphisms were sourced from the FinnGen consortium. Inverse-variance weighted approach was utilized as the main analytical method for Mendelian randomization (MR) analysis, complemented by MR-Egger, simple mode, weighted mode, and weighted median methods. The causal relationships between GM, BMs, and KOA were sequentially analyzed by multivariate MR. False discovery rate correction was applied to account for multiple comparisons in the MR results. Sensitivity analyses and reverse MR analysis were also conducted to verify the reliability of the findings. Finally, a two-step approach was employed to determine the proportion of BMs mediating the effects of GM on KOA. MR analysis identified seven gut microbial species that are causally associated with KOA. Additionally, MR analysis of 1091 BMs and 309 metabolite ratios revealed 13 metabolites that influence the risk of KOA. Through two-step analysis, three BMs were identified as mediators of the effects of two GMs on KOA. Among them, 6-hydroxyindole sulfate exhibited the highest mediation percentage (10.26%), followed by -formylanthranilic acid (6.55%). Sensitivity and reverse causality analyses further supported the robustness of these findings. This research identified specific GMs and BMs that have a causal association with KOA. These findings provide critical insights into how GM may influence KOA risk by modulating specific metabolites, which could be valuable for the targeted treatment and prevention of KOA.

摘要

尽管先前的观察性研究表明肠道微生物群(GM)与膝关节骨关节炎(KOA)之间可能存在关联,但因果关系仍不明确,尤其是血液代谢物(BMs)作为潜在中介的作用。阐明这些相互作用对于理解KOA进展的潜在机制至关重要,并可能为新治疗策略的开发提供依据。本研究旨在确定GM与KOA之间的因果关系,并量化BMs的潜在中介作用。从MiBioGen联盟和代谢组学全基因组关联研究(GWAS)数据库中检索GM和BMs的工具变量(IVs)。与KOA相关的单核苷酸多态性来自芬兰基因组计划联盟。逆方差加权法被用作孟德尔随机化(MR)分析的主要分析方法,并辅以MR-Egger、简单模式、加权模式和加权中位数方法。通过多变量MR依次分析GM、BMs和KOA之间的因果关系。对MR结果进行多重比较时应用了错误发现率校正。还进行了敏感性分析和反向MR分析以验证研究结果的可靠性。最后,采用两步法确定BMs介导GM对KOA影响的比例。MR分析确定了七种与KOA存在因果关联的肠道微生物物种。此外,对1091种BMs和309种代谢物比率的MR分析揭示了13种影响KOA风险的代谢物。通过两步分析,确定了三种BMs作为两种GMs对KOA影响的中介。其中,6-羟基吲哚硫酸盐的中介百分比最高(10.26%),其次是甲酰基邻氨基苯甲酸(6.55%)。敏感性和反向因果关系分析进一步支持了这些研究结果的稳健性。本研究确定了与KOA存在因果关联的特定GMs和BMs。这些发现为GM如何通过调节特定代谢物影响KOA风险提供了关键见解,这对于KOA的靶向治疗和预防可能具有重要价值。

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