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

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

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 cro...

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Bibliographic Details
Main Authors: Mingcong Chen, Yuzhen Ouyang, Yang Yang, Zihao Liu, Mingyi Zhao
Format: Article
Language:English
Published: BMC 2024-11-01
Series:Diabetology & Metabolic Syndrome
Subjects:
Sleep disorder
Cardiometabolic risks
Circadian rhythm
Clock genes
Targeted metabolomics
Online Access:https://doi.org/10.1186/s13098-024-01505-7
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