4.7 Article

Habitual sleep quality, plasma metabolites and risk of coronary heart disease in post-menopausal women

Journal

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY
Volume 48, Issue 4, Pages 1262-1274

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/ije/dyy234

Keywords

coronary heart disease; epidemiology; metabolomics; sleep; women

Funding

  1. National Heart, Lung, and Blood Institute, National Institutes of Health, US Department of Health and Human Services [HHSN268201300008C, HHSN268201600018C, HHSN268201600 001C, HHSN268201600002C, HHSN268201600003C, HHSN 268201600004C]
  2. National Institute of Health [R01 CA163451, U54 CA155626, UM1 CA176726]
  3. American Heart Association [16POST27480007]
  4. NHLBI [R35HL135818]

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Background Epidemiologic studies suggest a strong link between poor habitual sleep quality and increased cardiovascular disease risk. However, the underlying mechanisms are not entirely clear. Metabolomic profiling may elucidate systemic differences associated with sleep quality that influence cardiometabolic health. Methods We explored cross-sectional associations between sleep quality and plasma metabolites in a nested case-control study of coronary heart disease (CHD) in the Women's Health Initiative (WHI; n=1956) and attempted to replicate the results in an independent sample from the Nurses' Health Study II (NHSII; n=209). A sleep-quality score (SQS) was derived from self-reported sleep problems asked in both populations. Plasma metabolomics were assayed using LC-MS with 347 known metabolites. General linear regression was used to identify individual metabolites associated with continuous SQS (false-discovery rate <0.05). Using least absolute shrinkage and selection operator (LASSO) algorithms, a metabolite score was created from replicated metabolites and evaluated with CHD risk in the WHI. Results After adjusting for age, race/ethnicity, body mass index (BMI) and smoking, we identified 69 metabolites associated with SQS in the WHI (59 were lipids). Of these, 16 were replicated in NHSII (15 were lipids), including 6 triglycerides (TAGs), 4 phosphatidylethanolamines (PEs), 3 phosphatidylcholines (PCs), 1 diglyceride (DAG), 1 lysophosphatidylcholine and N6-acetyl-L-lysine (a product of histone acetylation). These metabolites were consistently higher among women with poorer sleep quality. The LASSO selection resulted in a nine-metabolite score (TAGs 45: 1, 48: 1, 50: 4; DAG 32: 1; PEs 36: 4, 38: 5; PCs 30: 1, 40: 6; N6-acetyl-L-lysine), which was positively associated with CHD risk (odds ratio per SD increase in the score: 1.16; 95% confidence interval: 1.05, 1.28; p=0.0003) in the WHI after adjustment for matching factors and conventional CHD risk factors. Conclusions Differences in lipid metabolites may be an important pathogenic pathway linking poor habitual sleep quality and CHD risk.

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