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一项双样本孟德尔随机化研究揭示了他汀类药物对欧洲人群肠道微生物群丰度的因果效应。

A two-sample Mendelian randomization study reveals the causal effects of statin medication on gut microbiota abundance in the European population.

作者信息

Zhou Peng, Qiu Chen, Zhuang Zequn, Shi Kaihang, Yang Zhihui, Ding Yuyan, Qu Huiheng, Xia Jiazeng

机构信息

Department of General Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China.

Department of General Surgery, Institute of General Surgical Research, Jiangnan University Medical Center, School of Medicine, Jiangnan University, Wuxi, China.

出版信息

Front Genet. 2024 Dec 13;15:1380830. doi: 10.3389/fgene.2024.1380830. eCollection 2024.

Abstract

BACKGROUND

Observational studies have reported changes in gut microbiota abundance caused by long-term statin medication therapy. However, the causal relation between statin medication and gut microbiota subsets based on genetic variants remains unclear.

METHODS

We used genome-wide association study (GWAS) data on statin medication from the FinnGen database and gut microbiota abundance GWAS data from the IEU OpenGWAS project. A Mendelian randomization (MR) analysis was conducted to evaluate the causal effect of statin medication on gut microbiota abundance using the inverse variance weighting (IVW) method, MR-Egger regression, and weighted median approach. Meanwhile, heterogeneity and pleiotropy analyses were also undertaken in this study.

RESULTS

Statin medication was negatively correlated with five species of gut microbiota abundance: (Beta = -0.2745, 95% CI = (-0.4422, -0.1068), and = 0.0013), (Beta = -0.1904, 95% CI = (-0.3255, -0.0553), and = 0.0057), (Beta = -0.1212, 95% CI = (-0.2194, -0.0231), and = 0.0154), (Beta = -0.1149, 95% CI = (-0.2238, -0.0060), and = 0.0385), and (Beta = -0.0970, 95% CI = (-0.2238, 0.0060), and = 0.0400) and positively correlated with one species of gut microbiota: (Beta = 0.2452, 95% CI = (0.0299, 0.4606), and = 0.0255). In addition, no significant heterogeneity or pleiotropy was detected in the abovementioned gut microbiota.

CONCLUSION

This Mendelian randomization analysis indicates a causal relationship between statin medication and six gut microbiota species. These findings may provide new strategies for health monitoring in populations taking long-term statin medications.

摘要

背景

观察性研究报告了长期他汀类药物治疗引起的肠道微生物群丰度变化。然而,基于基因变异的他汀类药物与肠道微生物群亚群之间的因果关系仍不清楚。

方法

我们使用了来自芬兰基因数据库的他汀类药物全基因组关联研究(GWAS)数据以及来自IEU OpenGWAS项目的肠道微生物群丰度GWAS数据。采用孟德尔随机化(MR)分析,使用逆方差加权(IVW)方法、MR-Egger回归和加权中位数方法评估他汀类药物对肠道微生物群丰度的因果效应。同时,本研究还进行了异质性和多效性分析。

结果

他汀类药物与五种肠道微生物群丰度呈负相关:(β = -0.2745,95%置信区间 = (-0.4422,-0.1068),P = 0.0013),(β = -0.1904,95%置信区间 = (-0.3255, -0.0553),P = 0.0057),(β = -0.1212,95%置信区间 = (-0.2194, -0.0231),P = 0.0154),(β = -0.1149,95%置信区间 = (-0.2238, -0.0060),P = 0.0385),以及(β = -0.0970,95%置信区间 = (-0.2238, 0.0060),P = 0.0400),与一种肠道微生物群呈正相关:(β = 0.2452,95%置信区间 = (0.0299, 0.4606),P = 0.0255)。此外,在上述肠道微生物群中未检测到显著的异质性或多效性。

结论

这项孟德尔随机化分析表明他汀类药物与六种肠道微生物群之间存在因果关系。这些发现可能为长期服用他汀类药物的人群提供健康监测的新策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1524/11674602/4efac356572b/fgene-15-1380830-g001.jpg

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