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探索社会时差与肠道微生物组成、饮食和心脏代谢健康之间的关系,在 ZOE PREDICT 1 队列中。

Exploring the relationship between social jetlag with gut microbial composition, diet and cardiometabolic health, in the ZOE PREDICT 1 cohort.

机构信息

Department of Nutritional Sciences, King's College London, London, UK.

ZOE Ltd, London, UK.

出版信息

Eur J Nutr. 2023 Dec;62(8):3135-3147. doi: 10.1007/s00394-023-03204-x. Epub 2023 Aug 2.

Abstract

PURPOSE

In this study, we explore the relationship between social jetlag (SJL), a parameter of circadian misalignment, and gut microbial composition, diet and cardiometabolic health in the ZOE PREDICT 1 cohort (NCT03479866).

METHODS

We assessed demographic, diet, cardiometabolic, stool metagenomics and postprandial metabolic measures (n = 1002). We used self-reported habitual sleep (n = 934) to calculate SJL (difference in mid-sleep time point of ≥ 1.5 h on week versus weekend days). We tested group differences (SJL vs no-SJL) in cardiometabolic markers and diet (ANCOVA) adjusting for sex, age, BMI, ethnicity, and socio-economic status. We performed comparisons of gut microbial composition using machine learning and association analyses on the species level genome bins present in at least 20% of the samples.

RESULTS

The SJL group (16%, n = 145) had a greater proportion of males (39% vs 25%), shorter sleepers (average sleep < 7 h; 5% vs 3%), and were younger (38.4 ± 11.3y vs 46.8 ± 11.7y) compared to the no-SJL group. SJL was associated with a higher relative abundance of 9 gut bacteria and lower abundance of 8 gut bacteria (q < 0.2 and absolute Cohen's effect size > 0.2), in part mediated by diet. SJL was associated with unfavourable diet quality (less healthful Plant-based Diet Index), higher intakes of potatoes and sugar-sweetened beverages, and lower intakes of fruits, and nuts, and slightly higher markers of inflammation (GlycA and IL-6) compared with no-SJL (P < 0.05 adjusted for covariates); rendered non-significant after multiple testing adjustments.

CONCLUSIONS

Novel associations between SJL and a more disadvantageous gut microbiome in a cohort of predominantly adequate sleepers highlight the potential implications of SJL for health.

摘要

目的

在这项研究中,我们探讨了社会时差(SJL)与肠道微生物组成、饮食和心脏代谢健康之间的关系,该研究基于 ZOE PREDICT 1 队列(NCT03479866)。

方法

我们评估了人口统计学、饮食、心脏代谢、粪便宏基因组学和餐后代谢指标(n=1002)。我们使用自我报告的习惯性睡眠(n=934)来计算 SJL(工作日和周末之间的中点睡眠时间差异≥1.5 小时)。我们通过调整性别、年龄、BMI、种族和社会经济地位,对 SJL 组(SJL 组,16%,n=145)和非 SJL 组(14%,n=857)的心脏代谢标志物和饮食进行组间差异测试(ANCOVA)。我们使用机器学习方法比较肠道微生物组成,并对至少存在于 20%样本中的物种水平基因组分类群进行关联分析。

结果

SJL 组(16%,n=145)中男性比例较高(39%比 25%),睡眠时间较短(平均睡眠<7 小时,5%比 3%),年龄较轻(38.4±11.3 岁比 46.8±11.7 岁)。与非 SJL 组相比,SJL 与 9 种肠道细菌的相对丰度较高和 8 种肠道细菌的丰度较低相关(q<0.2 且绝对 Cohen 效应大小>0.2),部分与饮食有关。与非 SJL 组相比,SJL 与较差的饮食质量(更少的健康植物性饮食指数)、更高的土豆和含糖饮料摄入以及较低的水果和坚果摄入相关,且炎症标志物(GlycA 和 IL-6)略高(P<0.05 调整协变量后);经过多次测试调整后,这些关联不再显著。

结论

在一个以睡眠充足为主的队列中,SJL 与肠道微生物群更不利的状态之间存在新的关联,这突出了 SJL 对健康的潜在影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2911/10611873/729a87b95511/394_2023_3204_Fig1_HTML.jpg

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