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基于加速度计的青少年睡眠指标和肠道微生物组:巴西基于人群的出生队列的关联研究结果。

Accelerometer-based sleep metrics and gut microbiota during adolescence: Association findings from a Brazilian population-based birth cohort.

机构信息

Postgraduate Program in Epidemiology, Federal University of Pelotas, RS, Brazil.

Department of Nutritional Sciences, Faculty of Medicine, University of Toronto, ON, Canada; Joannah and Brian Lawson Centre for Child Nutrition, Faculty of Medicine, University of Toronto, ON, Canada.

出版信息

Sleep Med. 2024 Feb;114:203-209. doi: 10.1016/j.sleep.2023.12.028. Epub 2024 Jan 5.

Abstract

BACKGROUND

Sleep and gut microbiota are emerging putative risk factors for several physical, mental, and cognitive conditions. Sleep deprivation has been shown to be linked with unhealthy microbiome environments in animal studies. However, in humans, the results are mixed. Epidemiological studies evaluating the effect of accelerometer-based sleep measures on gut microbiome are scarce. This study aims to explore the relationship between sleep duration and efficiency with the gut microbiota in adolescence.

METHODS

A subsample of 352 participants from the 2004 Pelotas (Brazil) Birth Cohort Study with sleep and fecal microbiota data available were included in the study. Sleep duration and sleep efficiency were obtained from actigraphy information at 11 years old whereas microbiota information from fecal samples was collected at 12 years. The fecal microbiota was analyzed via Illumina MiSeq (16S rRNA V3-V4 region) and the UNOISE pipeline. Alpha was assessed in QIIME2. Association measures for sleep variables and microbial α-diversity, and bacterial relative abundance were assessed through generalized models (linear and logistic regression), adjusting for maternal and child variables confounders.

RESULTS

Adjusted models showed that sleep duration was positively associated with Simpson index of α-diversity (β = 0.003; CI95 %: 0.00004; 0.01). Both sleep duration (OR = 0.43; CI95 % 0.25; 0.74) and efficiency (OR = 0.55; CI95 % 0.38; 0.78) were associated with lower Bacteroidetes abundance.

CONCLUSION

Our results suggest that sleep duration and efficiency are linked to gut microbiota diversity and composition even with 1-2 years gap from exposure to outcome. The findings support the role of sleep in the gut-brain axis as well as provide insights on how to improve microbiota health.

摘要

背景

睡眠和肠道微生物群是几个身体、心理和认知状况的新兴潜在危险因素。动物研究表明,睡眠剥夺与不健康的微生物环境有关。然而,在人类中,结果是混杂的。评估基于加速度计的睡眠测量对肠道微生物组影响的流行病学研究很少。本研究旨在探讨青少年睡眠时间和睡眠效率与肠道微生物群的关系。

方法

本研究纳入了 2004 年巴西佩洛塔斯出生队列研究中睡眠和粪便微生物组数据可用的 352 名参与者的一个亚组。睡眠时间和睡眠效率通过 11 岁时的活动记录仪信息获得,而粪便微生物组信息则通过粪便样本收集。粪便微生物组通过 Illumina MiSeq(16S rRNA V3-V4 区)和 UNOISE 管道进行分析。在 QIIME2 中评估了 α 多样性。通过广义模型(线性和逻辑回归)评估了睡眠变量与微生物α多样性和细菌相对丰度的关联度量,调整了母体和儿童变量混杂因素。

结果

调整后的模型显示,睡眠时间与 α 多样性的 Simpson 指数呈正相关(β=0.003;95%CI:0.00004;0.01)。睡眠时间(OR=0.43;95%CI:0.25;0.74)和效率(OR=0.55;95%CI:0.38;0.78)均与拟杆菌门丰度降低有关。

结论

我们的研究结果表明,即使在暴露与结果之间存在 1-2 年的差距,睡眠时间和效率也与肠道微生物群的多样性和组成有关。这些发现支持了睡眠在肠道-大脑轴中的作用,并提供了关于如何改善微生物群健康的见解。

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