Title | Metabolomic profiles of sleep-disordered breathing are associated with hypertension and diabetes mellitus development. |
Publication Type | Publication |
Year | 2024 |
Authors | Zhang Y, Yu B, Qi Q, Azarbarzin A, Chen H, Shah NA, Ramos AR, Zee PC, Cai J, Daviglus ML, Boerwinkle E, Kaplan R, Liu PY, Redline S, Sofer T |
Journal | Nat Commun |
Volume | 15 |
Issue | 1 |
Pagination | 1845 |
Date Published | 2024 Feb 28 |
ISSN | 2041-1723 |
Keywords | Aged, Diabetes Mellitus, Humans, Hypertension, Male, regression analysis, Risk Factors, Sleep Apnea Syndromes, Young Adult |
Abstract | Sleep-disordered breathing (SDB) is a prevalent disorder characterized by recurrent episodic upper airway obstruction. Using data from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL), we apply principal component analysis (PCA) to seven SDB-related measures. We estimate the associations of the top two SDB PCs with serum levels of 617 metabolites, in both single-metabolite analysis, and a joint penalized regression analysis. The discovery analysis includes 3299 individuals, with validation in a separate dataset of 1522 individuals. Five metabolite associations with SDB PCs are discovered and replicated. SDB PC1, characterized by frequent respiratory events common in older and male adults, is associated with pregnanolone and progesterone-related sulfated metabolites. SDB PC2, characterized by short respiratory event length and self-reported restless sleep, enriched in young adults, is associated with sphingomyelins. Metabolite risk scores (MRSs), representing metabolite signatures associated with the two SDB PCs, are associated with 6-year incident hypertension and diabetes. These MRSs have the potential to serve as biomarkers for SDB, guiding risk stratification and treatment decisions. |
DOI | 10.1038/s41467-024-46019-y |
Alternate Journal | Nat Commun |
PubMed ID | 38418471 |
PubMed Central ID | PMC10902315 |
Grant List | N01HC65236 / HL / NHLBI NIH HHS / United States N01HC65235 / HL / NHLBI NIH HHS / United States R01 HL161012 / HL / NHLBI NIH HHS / United States N01HC65234 / HL / NHLBI NIH HHS / United States N01HC65237 / HL / NHLBI NIH HHS / United States HHSN268201300003C / HL / NHLBI NIH HHS / United States R35 HL135818 / HL / NHLBI NIH HHS / United States R01 AG080598 / AG / NIA NIH HHS / United States P30 DK111022 / DK / NIDDK NIH HHS / United States N01HC65233 / HL / NHLBI NIH HHS / United States |
Metabolomic profiles of sleep-disordered breathing are associated with hypertension and diabetes mellitus development.
MS#:
0814
ECI:
Yes
Manuscript Affiliation:
HCHS/SOL Baseline Visit - Sleep Center - Harvard Medical School/The Brigham & Women's Hospital
Manuscript Status:
Published