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肠道微生物群对睡眠相关表型的因果效应:一项两样本孟德尔随机化研究。

Causal Effects of Gut Microbiota on Sleep-Related Phenotypes: A Two-Sample Mendelian Randomization Study.

作者信息

Yue Min, Jin Chuandi, Jiang Xin, Xue Xinxin, Wu Nan, Li Ziyun, Zhang Lei

机构信息

Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.

Microbiome-X, National Institute of Health Data Science of China & Institute for Medical Dataology, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.

出版信息

Clocks Sleep. 2023 Sep 12;5(3):566-580. doi: 10.3390/clockssleep5030037.

Abstract

Increasing evidence suggests a correlation between changes in the composition of gut microbiota and sleep-related phenotypes. However, it remains uncertain whether these associations indicate a causal relationship. The genome-wide association study summary statistics data of gut microbiota ( = 18,340) was downloaded from the MiBioGen consortium and the data of sleep-related phenotypes were derived from the UK Biobank, the Medical Research Council-Integrative Epidemiology Unit, Jones SE, the FinnGen consortium. To test and estimate the causal effect of gut microbiota on sleep traits, a two-sample Mendelian randomization (MR) approach using multiple methods was conducted. A series of sensitive analyses, such as horizontal pleiotropy analysis, heterogeneity test, MR Steiger directionality test and "leave-one-out" analysis as well as reverse MR analysis, were conducted to assess the robustness of MR results. The genus has a negative causal effect on getting up in the morning (odd ratio = 0.977, 95% confidence interval: 0.965-0.988, = 7.28 × 10). A higher abundance of order Enterobacteriales and family Enterobacteriaceae contributed to becoming an "evening person". Six and two taxa were causally associated with longer and shorter sleep duration, respectively. Specifically, two SCFA-produced genera including (odd ratio = 1.029, 95% confidence interval = 1.012-1.046, = 6.11 × 10) and contribute to extending sleep duration. Two obesity-related genera such as (odd ratio = 1.024, 95% confidence interval: 1.011-1.036, = 1.74 × 10) and were found to be increased and decreased risk of snoring, respectively. In addition, we found two risk taxa of insomnia such as the order Selenomonadales and one of its classes called Negativicutes. All of the sensitive analysis and reverse MR analysis results indicated that our MR results were robust. Our study revealed the causal effect of gut microbiota on sleep and identified causal risk and protective taxa for chronotype, sleep duration, snoring and insomnia, which has the potential to provide new perspectives for future mechanistic and clinical investigations of microbiota-mediated sleep abnormal patterns and provide clues for developing potential microbiota-based intervention strategies for sleep-related conditions.

摘要

越来越多的证据表明肠道微生物群组成的变化与睡眠相关表型之间存在关联。然而,这些关联是否表明因果关系仍不确定。从MiBioGen联盟下载了肠道微生物群的全基因组关联研究汇总统计数据(n = 18340),睡眠相关表型的数据来自英国生物银行、医学研究理事会综合流行病学单位、琼斯SE、芬兰基因组联盟。为了检验和估计肠道微生物群对睡眠特征的因果效应,采用多种方法进行了两样本孟德尔随机化(MR)分析。进行了一系列敏感性分析,如水平多效性分析、异质性检验、MR Steiger方向性检验和“留一法”分析以及反向MR分析,以评估MR结果的稳健性。某属对早晨起床有负向因果效应(优势比 = 0.977,95%置信区间:0.965 - 0.988,P = 7.28×10⁻⁴)。肠杆菌目和肠杆菌科的丰度较高会使人成为“夜猫子”。分别有6个和2个分类单元与较长和较短的睡眠时间存在因果关联。具体而言,包括某属(优势比 = 1.029,95%置信区间 = 1.012 - 1.046,P = 6.11×10⁻³)在内的两个产生短链脂肪酸的属有助于延长睡眠时间。发现两个与肥胖相关的属,如某属(优势比 = 1.024,95%置信区间:1.011 - 1.036,P = 1.74×10⁻³)分别增加和降低打鼾风险。此外,我们发现了失眠的两个风险分类单元,如栖粪杆菌目及其一个名为Negativicutes的纲。所有敏感性分析和反向MR分析结果均表明我们的MR结果是稳健的。我们的研究揭示了肠道微生物群对睡眠的因果效应,并确定了昼夜节律类型、睡眠时间、打鼾和失眠的因果风险和保护性分类单元,这有可能为未来微生物群介导的睡眠异常模式的机制和临床研究提供新的视角,并为开发基于微生物群的睡眠相关疾病潜在干预策略提供线索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a38/10527580/dfd4c011f721/clockssleep-05-00037-g001.jpg

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