Impact of sleep problems on the cardiometabolic risks: an integrated epidemiological and metabolomics study.

IF 3.4 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Diabetology & Metabolic Syndrome Pub Date : 2024-11-10 DOI:10.1186/s13098-024-01505-7
Mingcong Chen, Yuzhen Ouyang, Yang Yang, Zihao Liu, Mingyi Zhao
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Abstract

Background: We investigated the association between sleep problems and cardiometabolic risks and the potential linking effect of metabolites and metabolic pathways based on multi-layered research, including observational, mendelian randomization (MR), and metabolomics analysis.

Methods: A cross-sectional analysis of the 2015-2018 National Health and Nutrition Examination Survey (NHANES) dataset was conducted to identify the association between sleep problems and cardiometabolic risks. A subsequent MR study based on genetic data was performed to explore the causal correlation of significant associations in the NHANES study. The underlying alteration of metabolism was explored by constructing zebrafish models and wide-targeted metabolomics analysis.

Results: The cross-sectional analysis of the NHANES database revealed a significant association of snoring with obesity [OR = 2.65, 95% confidence intervals (CI): 1.87, 3.74]; sleep apnea with hypertension (OR = 1.68, 95% CI: 1.14, 2.48) and obesity (OR = 1.44, 95% CI: 1.05, 1.96); trouble sleeping with hypertension (OR = 1.84, 95% CI: 1.18, 2.86), obesity (OR = 1.56, 95% CI: 1.07, 2.26), and type 2 diabetes (T2DM) (OR = 1.52, 95% CI: 1.02, 2.25). MR analysis verified the causal relationship between genetically proxied sleep apnea or snoring and obesity. The decreased activity levels and altered expression levels of six circadian genes (bmal1b, cry1aa, cry1ab, clock1a, per1b, per2) were identified in the zebrafish of the sleep disorder group. Multiple metabolites related to disturbed glucose metabolism (e.g., 20-HETE), lipid metabolism (e.g., inosine), and vascular-related metabolites (e.g., riboflavin) were finally identified, indicating the latent effect of metabolism.

Conclusions: This study identified the chain of sleep-circadian rhythm-metabolism-cardiometabolic risks. These findings can promote improved prevention implementation and therapeutic strategies.

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睡眠问题对心脏代谢风险的影响:流行病学和代谢组学综合研究。
背景:我们基于多层次研究,包括观察、泯灭随机化(MR)和代谢组学分析,调查了睡眠问题与心脏代谢风险之间的关联,以及代谢物和代谢通路的潜在关联效应:对2015-2018年美国国家健康与营养调查(NHANES)数据集进行横断面分析,以确定睡眠问题与心脏代谢风险之间的关联。随后进行了一项基于基因数据的磁共振研究,以探索 NHANES 研究中显著关联的因果关系。通过构建斑马鱼模型和广泛的靶向代谢组学分析,探讨了代谢的潜在改变:对 NHANES 数据库的横断面分析表明,打鼾与肥胖有显著关联[OR = 2.65,95% 置信区间 (CI):1.87, 3.74];睡眠呼吸暂停与高血压(OR = 1.68,95% CI:1.14, 2.48)和肥胖(OR = 1.44,95% CI:1.05,1.96);睡眠障碍与高血压(OR = 1.84,95% CI:1.18,2.86)、肥胖(OR = 1.56,95% CI:1.07,2.26)和 2 型糖尿病(T2DM)(OR = 1.52,95% CI:1.02,2.25)。磁共振分析验证了基因代理睡眠呼吸暂停或打鼾与肥胖之间的因果关系。在睡眠障碍组的斑马鱼中发现了六个昼夜节律基因(bmal1b、cry1aa、cry1ab、clock1a、per1b、per2)的活动水平降低和表达水平改变。最后还发现了与糖代谢紊乱(如20-HETE)、脂代谢紊乱(如肌苷)和血管相关代谢紊乱(如核黄素)有关的多种代谢物,表明代谢紊乱具有潜伏效应:本研究发现了睡眠-昼夜节律-代谢-心血管代谢风险链。这些发现有助于改进预防措施和治疗策略。
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来源期刊
Diabetology & Metabolic Syndrome
Diabetology & Metabolic Syndrome ENDOCRINOLOGY & METABOLISM-
CiteScore
6.20
自引率
0.00%
发文量
170
审稿时长
7.5 months
期刊介绍: Diabetology & Metabolic Syndrome publishes articles on all aspects of the pathophysiology of diabetes and metabolic syndrome. By publishing original material exploring any area of laboratory, animal or clinical research into diabetes and metabolic syndrome, the journal offers a high-visibility forum for new insights and discussions into the issues of importance to the relevant community.
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