Topriceanu Constantin-Cristian, Tillin Therese, Chaturvedi Nishi, Joshi Roshni, Garfield Victoria
University College London Medical School, London, UK.
Department of Population Science and Experimental Medicine, Institute of Cardiovascular Science, University College London, London, UK.
J Sleep Res. 2021 Aug;30(4):e13245. doi: 10.1111/jsr.13245. Epub 2020 Dec 6.
We examined the association between plasma metabolites and abnormal sleep patterns using data from the Southall and Brent REvisited (SABRE) cohort. Nuclear magnetic resonance spectroscopy provided 146 circulating plasma metabolites. Sleep questionnaires identified the presence or absence of: difficulty falling asleep, early morning waking, waking up tired, and snoring. Metabolites were compared between the sleep quality categories using the t test, and then filtered using a false discovery rate of 0.05. Generalised linear models with logit-link assessed the associations between filtered metabolites and sleep phenotypes. Adjustment was made for important demographic and health-related covariates. In all, 2,718 participants were included in the analysis. After correcting for multiple testing, three metabolites remained for difficulty falling asleep, 59 for snoring, and none for early morning waking and waking up tired. After adjusting for sex, age, ethnicity and years of education, 1 standard deviation increase in serum histidine and valine associated with lower odds of difficulty falling asleep by 0.89-0.90 (95% confidence intervals [CIs] 0.80-0.99). Branched-chain and aromatic amino acids (odds ratios [ORs] 1.19-1.25, 95% CIs 1.09-1.36) were positively associated with snoring. Total cholesterol in low-density lipoprotein (OR 0.90, 95% CI 0.83-0.97) and high-density lipoprotein (OR 0.88, 95% CI 0.81-0.95) associated with lower odds of snoring. In the fully adjusted model, most associations persisted. To conclude, histidine and valine associated with lower odds of difficulty falling asleep, while docosahexaenoic acid and cholesterol in low-density lipoprotein and high-density lipoprotein subfractions associated with lower odds of snoring. Identified metabolites could provide guidance on the metabolic pathways associated with adverse sleep quality.
我们使用南索尔和布伦特再研究(SABRE)队列的数据,研究了血浆代谢物与异常睡眠模式之间的关联。核磁共振波谱法提供了146种循环血浆代谢物。睡眠问卷确定了是否存在:入睡困难、早醒、醒来疲倦和打鼾。使用t检验比较睡眠质量类别之间的代谢物,然后使用错误发现率0.05进行筛选。采用logit链接的广义线性模型评估筛选后的代谢物与睡眠表型之间的关联。对重要的人口统计学和健康相关协变量进行了调整。总共2718名参与者纳入了分析。在进行多重检验校正后,入睡困难方面保留了3种代谢物,打鼾方面保留了59种,早醒和醒来疲倦方面未保留。在调整性别、年龄、种族和受教育年限后,血清组氨酸和缬氨酸增加1个标准差与入睡困难几率降低0.89 - 0.90相关(95%置信区间[CI] 0.80 - 0.99)。支链和芳香族氨基酸(优势比[ORs] 1.19 - 1.25,95% CI 1.09 - 1.36)与打鼾呈正相关。低密度脂蛋白中的总胆固醇(OR 0.90,95% CI 0.83 - 0.97)和高密度脂蛋白中的总胆固醇(OR 0.88,95% CI 0.81 - 0.95)与打鼾几率降低相关。在完全调整模型中,大多数关联仍然存在。总之,组氨酸和缬氨酸与入睡困难几率降低相关,而二十二碳六烯酸以及低密度脂蛋白和高密度脂蛋白亚组分中的胆固醇与打鼾几率降低相关。确定的代谢物可为与不良睡眠质量相关的代谢途径提供指导。