{"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}
引用次数: 0
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: 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.