{"title":"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菌群丰度的因果影响。","authors":"Peng Zhou, Chen Qiu, Zequn Zhuang, Kaihang Shi, Zhihui Yang, Yuyan Ding, Huiheng Qu, Jiazeng Xia","doi":"10.3389/fgene.2024.1380830","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>Statin medication was negatively correlated with five species of gut microbiota abundance: <i>Parabacteroides</i> (Beta<sub>IVW</sub> = -0.2745, 95% CI = (-0.4422, -0.1068), and <i>P</i> <sub>IVW</sub> = 0.0013), <i>Ruminococcaceae UCG-009</i> (Beta<sub>IVW</sub> = -0.1904, 95% CI = (-0.3255, -0.0553), and <i>P</i> <sub>IVW</sub> = 0.0057), <i>Coprococcus 1</i> (Beta<sub>IVW</sub> = -0.1212, 95% CI = (-0.2194, -0.0231), and <i>P</i> <sub>IVW</sub> = 0.0154), <i>Ruminococcaceae UCG-010</i> (Beta<sub>IVW</sub> = -0.1149, 95% CI = (-0.2238, -0.0060), and <i>P</i> <sub>IVW</sub> = 0.0385), and <i>Veillonellaceae</i> (Beta<sub>IVW</sub> = -0.0970, 95% CI = (-0.2238, 0.0060), and <i>P</i> <sub>IVW</sub> = 0.0400) and positively correlated with one species of gut microbiota: <i>Desulfovibrio</i> (Beta<sub>IVW</sub> = 0.2452, 95% CI = (0.0299, 0.4606), and <i>P</i> <sub>IVW</sub> = 0.0255). In addition, no significant heterogeneity or pleiotropy was detected in the abovementioned gut microbiota.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"15 ","pages":"1380830"},"PeriodicalIF":2.8000,"publicationDate":"2024-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11674602/pdf/","citationCount":"0","resultStr":"{\"title\":\"A two-sample Mendelian randomization study reveals the causal effects of statin medication on gut microbiota abundance in the European population.\",\"authors\":\"Peng Zhou, Chen Qiu, Zequn Zhuang, Kaihang Shi, Zhihui Yang, Yuyan Ding, Huiheng Qu, Jiazeng Xia\",\"doi\":\"10.3389/fgene.2024.1380830\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>Statin medication was negatively correlated with five species of gut microbiota abundance: <i>Parabacteroides</i> (Beta<sub>IVW</sub> = -0.2745, 95% CI = (-0.4422, -0.1068), and <i>P</i> <sub>IVW</sub> = 0.0013), <i>Ruminococcaceae UCG-009</i> (Beta<sub>IVW</sub> = -0.1904, 95% CI = (-0.3255, -0.0553), and <i>P</i> <sub>IVW</sub> = 0.0057), <i>Coprococcus 1</i> (Beta<sub>IVW</sub> = -0.1212, 95% CI = (-0.2194, -0.0231), and <i>P</i> <sub>IVW</sub> = 0.0154), <i>Ruminococcaceae UCG-010</i> (Beta<sub>IVW</sub> = -0.1149, 95% CI = (-0.2238, -0.0060), and <i>P</i> <sub>IVW</sub> = 0.0385), and <i>Veillonellaceae</i> (Beta<sub>IVW</sub> = -0.0970, 95% CI = (-0.2238, 0.0060), and <i>P</i> <sub>IVW</sub> = 0.0400) and positively correlated with one species of gut microbiota: <i>Desulfovibrio</i> (Beta<sub>IVW</sub> = 0.2452, 95% CI = (0.0299, 0.4606), and <i>P</i> <sub>IVW</sub> = 0.0255). In addition, no significant heterogeneity or pleiotropy was detected in the abovementioned gut microbiota.</p><p><strong>Conclusion: </strong>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.</p>\",\"PeriodicalId\":12750,\"journal\":{\"name\":\"Frontiers in Genetics\",\"volume\":\"15 \",\"pages\":\"1380830\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2024-12-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11674602/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Genetics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.3389/fgene.2024.1380830\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"GENETICS & HEREDITY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Genetics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3389/fgene.2024.1380830","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0
摘要
背景:观察性研究报道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,他汀类药物与基于遗传变异的肠道微生物群亚群之间的因果关系尚不清楚。方法:我们使用来自FinnGen数据库的他汀类药物全基因组关联研究(GWAS)数据和来自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,采用方差加权(IVW)法、MR- egger回归和加权中位数法评估他汀类药物对肠道微生物群丰度的因果影响。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5种肠道菌群丰度呈负相关:副杆菌科(BetaIVW = -0.2745, 95% CI = (-0.4422, -0.1068), P IVW = 0.0013),瘤胃球菌科UCG-009 (BetaIVW = -0.1904, 95% CI = (-0.3255, -0.0553), P IVW = 0.0057), Coprococcus 1 (BetaIVW = -0.1212, 95% CI = (-0.2194, -0.0231), P IVW = 0.0154),瘤胃球菌科UCG-010 (BetaIVW = -0.1149, 95% CI = (-0.2238, -0.0060), P IVW = 0.0385),和微球菌科(BetaIVW = -0.0970, 95% CI = (-0.2238, -0.0060),P IVW = 0.0400),且与肠道菌群Desulfovibrio (BetaIVW = 0.2452, 95% CI = (0.0299, 0.4606), P IVW = 0.0255)呈正相关。此外,在上述肠道微生物群中未发现明显的异质性或多效性。结论:孟德尔随机分析表明他汀类药物与6种肠道菌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人群的健康监测提供新的策略。
A two-sample Mendelian randomization study reveals the causal effects of statin medication on gut microbiota abundance in the European population.
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: Parabacteroides (BetaIVW = -0.2745, 95% CI = (-0.4422, -0.1068), and PIVW = 0.0013), Ruminococcaceae UCG-009 (BetaIVW = -0.1904, 95% CI = (-0.3255, -0.0553), and PIVW = 0.0057), Coprococcus 1 (BetaIVW = -0.1212, 95% CI = (-0.2194, -0.0231), and PIVW = 0.0154), Ruminococcaceae UCG-010 (BetaIVW = -0.1149, 95% CI = (-0.2238, -0.0060), and PIVW = 0.0385), and Veillonellaceae (BetaIVW = -0.0970, 95% CI = (-0.2238, 0.0060), and PIVW = 0.0400) and positively correlated with one species of gut microbiota: Desulfovibrio (BetaIVW = 0.2452, 95% CI = (0.0299, 0.4606), and PIVW = 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.
Frontiers in GeneticsBiochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
5.50
自引率
8.10%
发文量
3491
审稿时长
14 weeks
期刊介绍:
Frontiers in Genetics publishes rigorously peer-reviewed research on genes and genomes relating to all the domains of life, from humans to plants to livestock and other model organisms. Led by an outstanding Editorial Board of the world’s leading experts, this multidisciplinary, open-access journal is at the forefront of communicating cutting-edge research to researchers, academics, clinicians, policy makers and the public.
The study of inheritance and the impact of the genome on various biological processes is well documented. However, the majority of discoveries are still to come. A new era is seeing major developments in the function and variability of the genome, the use of genetic and genomic tools and the analysis of the genetic basis of various biological phenomena.