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使用英国生物库队列评估饮食-肠道微生物群相互作用对睡眠特征的影响。

Evaluating the Effects of Diet-Gut Microbiota Interactions on Sleep Traits Using the UK Biobank Cohort.

机构信息

Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China.

Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China.

出版信息

Nutrients. 2022 Mar 8;14(6):1134. doi: 10.3390/nu14061134.

Abstract

Previous studies showed that diet and gut microbiota had a correlation with sleep. However, the potential interaction effects of diet and gut microbiota on sleep are still unclear. The phenotypic data of insomnia (including 374,505 subjects) and sleep duration (including 372,805 subjects) were obtained from the UK Biobank cohort. The Single Nucleotide Polymorphisms (SNPs) associated with 114 gut microbiota, 84 dietary habits, and 4 dietary compositions were derived from the published Genome-wide Association Study (GWAS). We used Linkage Disequilibrium Score Regression (LDSC) to estimate the genetic correlation and colocalization analysis to assess whether dietary habits and insomnia/sleep duration shared a causal variant in a region of the genome. Using UK Biobank genotype data, the polygenetic risk score of gut microbiota, dietary habits, and dietary compositions were calculated for each subject. Logistic regression and linear regression models were used to assess the potential effects of diet-gut microbiota interactions on sleep phenotypes, including insomnia and sleep duration. Insomnia and sleep duration were used as dependent variables, and sex, age, the Townsend Deprivation Index scores, and smoking and drinking habits were selected as covariates in the regression analysis. All statistical analyses were conducted using R-3.5.1 software. Significant genetic correlations were discovered between insomnia/sleep duration and dietary habits. Further, we found several significant dietary compositions-gut microbiota interactions associated with sleep, such as fat × G_Collinsella_RNT ( = 1.843 × 10) and protein × G_Collinsella_HB ( = 7.11 × 10). Besides, multiple dietary habits-gut microbiota interactions were identified for sleep, such as overall beef intake × G_Desulfovibrio_RNT ( = 3.26 × 10), cups of coffee per day × G_Escherichia_Shigella_RNT ( = 1.14 × 10), and pieces of dried fruit per day × G_Bifidobacterium_RNT ( = 5.80 × 10). This study reported multiple diet-gut microbiota interactions associated with sleep, which may provide insights into the biological mechanisms of diet and gut microbiota affecting sleep.

摘要

先前的研究表明,饮食和肠道微生物群与睡眠有关。然而,饮食和肠道微生物群对睡眠的潜在相互作用仍不清楚。从英国生物库队列中获得了失眠(包括 374505 名受试者)和睡眠持续时间(包括 372805 名受试者)的表型数据。从已发表的全基因组关联研究(GWAS)中得出了与 114 种肠道微生物群、84 种饮食习惯和 4 种饮食成分相关的单核苷酸多态性(SNP)。我们使用连锁不平衡得分回归(LDSC)来估计遗传相关性,并进行 colocalization 分析以评估饮食习惯和失眠/睡眠持续时间是否在基因组的一个区域共享因果变异。使用英国生物库基因型数据,为每个受试者计算肠道微生物群、饮食习惯和饮食成分的多基因风险评分。使用逻辑回归和线性回归模型来评估饮食-肠道微生物群相互作用对睡眠表型(包括失眠和睡眠持续时间)的潜在影响。将失眠和睡眠持续时间作为因变量,在回归分析中选择性别、年龄、汤森剥夺指数评分以及吸烟和饮酒习惯作为协变量。所有统计分析均使用 R-3.5.1 软件进行。在失眠/睡眠持续时间和饮食习惯之间发现了显著的遗传相关性。此外,我们发现了一些与睡眠相关的显著饮食成分-肠道微生物群相互作用,例如脂肪×G_Collinsella_RNT(= 1.843×10)和蛋白质×G_Collinsella_HB(= 7.11×10)。此外,还确定了多个与睡眠相关的饮食习惯-肠道微生物群相互作用,例如总牛肉摄入量×G_Desulfovibrio_RNT(= 3.26×10)、每天喝咖啡杯数×G_Escherichia_Shigella_RNT(= 1.14×10)和每天吃的干水果片数×G_Bifidobacterium_RNT(= 5.80×10)。本研究报道了与睡眠相关的多种饮食-肠道微生物群相互作用,这可能为饮食和肠道微生物群影响睡眠的生物学机制提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49cd/8951611/88521a0f8090/nutrients-14-01134-g001.jpg

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