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Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response

Authors :
Katie L. J. Cederberg
Umaer Hanif
Vicente Peris Sempere
Julien Hédou
Eileen B. Leary
Logan D. Schneider
Ling Lin
Jing Zhang
Anne M. Morse
Adam Blackman
Paula K. Schweitzer
Suresh Kotagal
Richard Bogan
Clete A. Kushida
Yo-El S. Ju
Nayia Petousi
Chris D. Turnbull
Emmanuel Mignot
The STAGES Cohort Investigator Group
Source :
International Journal of Molecular Sciences, Vol 23, Iss 14, p 7983 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

Obstructive sleep apnea (OSA), a disease associated with excessive sleepiness and increased cardiovascular risk, affects an estimated 1 billion people worldwide. The present study examined proteomic biomarkers indicative of presence, severity, and treatment response in OSA. Participants (n = 1391) of the Stanford Technology Analytics and Genomics in Sleep study had blood collected and completed an overnight polysomnography for scoring the apnea–hypopnea index (AHI). A highly multiplexed aptamer-based array (SomaScan) was used to quantify 5000 proteins in all plasma samples. Two separate intervention-based cohorts with sleep apnea (n = 41) provided samples pre- and post-continuous/positive airway pressure (CPAP/PAP). Multivariate analyses identified 84 proteins (47 positively, 37 negatively) associated with AHI after correction for multiple testing. Of the top 15 features from a machine learning classifier for AHI ≥ 15 vs. AHI < 15 (Area Under the Curve (AUC) = 0.74), 8 were significant markers of both AHI and OSA from multivariate analyses. Exploration of pre- and post-intervention analysis identified 5 of the 84 proteins to be significantly decreased following CPAP/PAP treatment, with pathways involving endothelial function, blood coagulation, and inflammatory response. The present study identified PAI-1, tPA, and sE-Selectin as key biomarkers and suggests that endothelial dysfunction and increased coagulopathy are important consequences of OSA, which may explain the association with cardiovascular disease and stroke.

Details

Language :
English
ISSN :
14220067 and 16616596
Volume :
23
Issue :
14
Database :
Directory of Open Access Journals
Journal :
International Journal of Molecular Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.b7e149b4cc643cba631dd54a0573910
Document Type :
article
Full Text :
https://doi.org/10.3390/ijms23147983