Centre de Recherche de L'Institut Universitaire de Cardiologie et de Pneumologie de Québec, Y-3106, Pavillon Marguerite D'Youville, 2725 Chemin Ste-Foy, Québec, (QC), G1V 4G5, Canada.
Estonian Genome Center, Institute of Genomics, University of Tartu, Riia 23B, 51010, Tartu, Estonia.
J Transl Med. 2023 Jan 30;21(1):60. doi: 10.1186/s12967-022-03799-5.
Features of the gut microbiota have been associated with several chronic diseases and longevity in preclinical models as well as in observational studies. Whether these relations underlie causal effects in humans remains to be established. We aimed to determine whether the gut microbiota influences cardiometabolic traits as well as the risk of chronic diseases and human longevity using a comprehensive 2-Sample Mendelian randomization approach. We included as exposures 10 gut-associated metabolites and pathways and 57 microbial taxa abundance. We included as outcomes nine cardiometabolic traits (fasting glucose, fasting insulin, systolic blood pressure, diastolic blood pressure, HDL cholesterol, LDL cholesterol, triglycerides, estimated glomerular filtration rate, body mass index [BMI]), eight chronic diseases previously linked with the gut microbiota in observational studies (Alzheimer's disease, depression, type 2 diabetes, non-alcoholic fatty liver disease, coronary artery disease (CAD), stroke, osteoporosis and chronic kidney disease), as well as parental lifespan and longevity. We found 7 associations with evidence of causality before and after sensitivity analyses, but not after multiple testing correction (1198 tests). Most effect sizes (4/7) were small. The two largest exposure-outcome effects were markedly attenuated towards the null upon inclusion of BMI or alcohol intake frequency in multivariable MR analyses. While finding robust genetic instruments for microbiota features is challenging hence potentially inflating type 2 errors, these results do not support a large causal impact of human gut microbita features on cardiometabolic traits, chronic diseases or longevity. These results also suggest that the previously documented associations between gut microbiota and human health outcomes may not always underly causal relations.
肠道微生物群的特征与几种慢性疾病和临床前模型以及观察性研究中的长寿有关。这些关系是否在人类中存在因果效应仍有待确定。我们旨在使用综合的 2 样本孟德尔随机化方法来确定肠道微生物群是否会影响心血管代谢特征以及慢性疾病和人类长寿的风险。我们将 10 种与肠道相关的代谢物和途径以及 57 种微生物分类群丰度作为暴露因素纳入研究。我们将 9 种心血管代谢特征(空腹血糖、空腹胰岛素、收缩压、舒张压、高密度脂蛋白胆固醇、低密度脂蛋白胆固醇、甘油三酯、估计肾小球滤过率、体重指数[BMI])、8 种以前在观察性研究中与肠道微生物群相关的慢性疾病(阿尔茨海默病、抑郁症、2 型糖尿病、非酒精性脂肪肝、冠心病[CAD]、中风、骨质疏松症和慢性肾病),以及父母的寿命和长寿作为结果纳入研究。我们发现了 7 种具有因果关系的关联,在进行敏感性分析前后都有证据,但在进行多次测试校正(1198 次测试)后则没有。大多数效应大小(4/7)较小。在多变量 MR 分析中纳入 BMI 或酒精摄入量频率后,两个最大的暴露-结果效应明显向零值减弱。虽然找到稳健的微生物群特征遗传工具具有挑战性,因此可能会增加 2 型错误,但这些结果并不支持人类肠道微生物群特征对心血管代谢特征、慢性疾病或长寿有很大的因果影响。这些结果还表明,以前记录的肠道微生物群与人类健康结果之间的关联可能并不总是存在因果关系。