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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

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) o...

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Autores principales: Cederberg, Katie L. J., Hanif, Umaer, Peris Sempere, Vicente, Hédou, Julien, Leary, Eileen B., Schneider, Logan D., Lin, Ling, Zhang, Jing, Morse, Anne M., Blackman, Adam, Schweitzer, Paula K., Kotagal, Suresh, Bogan, Richard, Kushida, Clete A., Ju, Yo-El S., Petousi, Nayia, Turnbull, Chris D., Mignot, Emmanuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9317550/
https://www.ncbi.nlm.nih.gov/pubmed/35887329
http://dx.doi.org/10.3390/ijms23147983
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author Cederberg, Katie L. J.
Hanif, Umaer
Peris Sempere, Vicente
Hédou, Julien
Leary, Eileen B.
Schneider, Logan D.
Lin, Ling
Zhang, Jing
Morse, Anne M.
Blackman, Adam
Schweitzer, Paula K.
Kotagal, Suresh
Bogan, Richard
Kushida, Clete A.
Ju, Yo-El S.
Petousi, Nayia
Turnbull, Chris D.
Mignot, Emmanuel
author_facet Cederberg, Katie L. J.
Hanif, Umaer
Peris Sempere, Vicente
Hédou, Julien
Leary, Eileen B.
Schneider, Logan D.
Lin, Ling
Zhang, Jing
Morse, Anne M.
Blackman, Adam
Schweitzer, Paula K.
Kotagal, Suresh
Bogan, Richard
Kushida, Clete A.
Ju, Yo-El S.
Petousi, Nayia
Turnbull, Chris D.
Mignot, Emmanuel
author_sort Cederberg, Katie L. J.
collection PubMed
description 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.
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spelling pubmed-93175502022-07-27 Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response Cederberg, Katie L. J. Hanif, Umaer Peris Sempere, Vicente Hédou, Julien Leary, Eileen B. Schneider, Logan D. Lin, Ling Zhang, Jing Morse, Anne M. Blackman, Adam Schweitzer, Paula K. Kotagal, Suresh Bogan, Richard Kushida, Clete A. Ju, Yo-El S. Petousi, Nayia Turnbull, Chris D. Mignot, Emmanuel Int J Mol Sci Article 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. MDPI 2022-07-20 /pmc/articles/PMC9317550/ /pubmed/35887329 http://dx.doi.org/10.3390/ijms23147983 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cederberg, Katie L. J.
Hanif, Umaer
Peris Sempere, Vicente
Hédou, Julien
Leary, Eileen B.
Schneider, Logan D.
Lin, Ling
Zhang, Jing
Morse, Anne M.
Blackman, Adam
Schweitzer, Paula K.
Kotagal, Suresh
Bogan, Richard
Kushida, Clete A.
Ju, Yo-El S.
Petousi, Nayia
Turnbull, Chris D.
Mignot, Emmanuel
Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response
title Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response
title_full Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response
title_fullStr Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response
title_full_unstemmed Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response
title_short Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response
title_sort proteomic biomarkers of the apnea hypopnea index and obstructive sleep apnea: insights into the pathophysiology of presence, severity, and treatment response
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9317550/
https://www.ncbi.nlm.nih.gov/pubmed/35887329
http://dx.doi.org/10.3390/ijms23147983
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