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Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation

INTRODUCTION: Persistent symptoms after COVID-19 infection (“long COVID”) negatively affects almost half of COVID-19 survivors. Despite its prevalence, its pathophysiology is poorly understood, with multiple host systems likely affected. Here, we followed patients from hospital to discharge and used...

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Autores principales: An, Andy Yi, Baghela, Arjun, Zhang, Peter G. Y., Blimkie, Travis M., Gauthier, Jeff, Kaufmann, Daniel Elias, Acton, Erica, Lee, Amy H. Y., Levesque, Roger C., Hancock, Robert E. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482103/
https://www.ncbi.nlm.nih.gov/pubmed/37680625
http://dx.doi.org/10.3389/fimmu.2023.1243689
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author An, Andy Yi
Baghela, Arjun
Zhang, Peter G. Y.
Blimkie, Travis M.
Gauthier, Jeff
Kaufmann, Daniel Elias
Acton, Erica
Lee, Amy H. Y.
Levesque, Roger C.
Hancock, Robert E. W.
author_facet An, Andy Yi
Baghela, Arjun
Zhang, Peter G. Y.
Blimkie, Travis M.
Gauthier, Jeff
Kaufmann, Daniel Elias
Acton, Erica
Lee, Amy H. Y.
Levesque, Roger C.
Hancock, Robert E. W.
author_sort An, Andy Yi
collection PubMed
description INTRODUCTION: Persistent symptoms after COVID-19 infection (“long COVID”) negatively affects almost half of COVID-19 survivors. Despite its prevalence, its pathophysiology is poorly understood, with multiple host systems likely affected. Here, we followed patients from hospital to discharge and used a systems-biology approach to identify mechanisms of long COVID. METHODS: RNA-seq was performed on whole blood collected early in hospital and 4-12 weeks after discharge from 24 adult COVID-19 patients (10 reported post-COVID symptoms after discharge). Differential gene expression analysis, pathway enrichment, and machine learning methods were used to identify underlying mechanisms for post-COVID symptom development. RESULTS: Compared to patients with post-COVID symptoms, patients without post-COVID symptoms had larger temporal gene expression changes associated with downregulation of inflammatory and coagulation genes over time. Patients could also be separated into three patient endotypes with differing mechanistic trajectories, which was validated in another published patient cohort. The “Resolved” endotype (lowest rate of post-COVID symptoms) had robust inflammatory and hemostatic responses in hospital that resolved after discharge. Conversely, the inflammatory/hemostatic responses of “Suppressive” and “Unresolved” endotypes (higher rates of patients with post-COVID symptoms) were persistently dampened and activated, respectively. These endotypes were accurately defined by specific blood gene expression signatures (6-7 genes) for potential clinical stratification. DISCUSSION: This study allowed analysis of long COVID whole blood transcriptomics trajectories while accounting for the issue of patient heterogeneity. Two of the three identified and externally validated endotypes (“Unresolved” and “Suppressive”) were associated with higher rates of post-COVID symptoms and either persistently activated or suppressed inflammation and coagulation processes. Gene biomarkers in blood could potentially be used clinically to stratify patients into different endotypes, paving the way for personalized long COVID treatment.
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spelling pubmed-104821032023-09-07 Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation An, Andy Yi Baghela, Arjun Zhang, Peter G. Y. Blimkie, Travis M. Gauthier, Jeff Kaufmann, Daniel Elias Acton, Erica Lee, Amy H. Y. Levesque, Roger C. Hancock, Robert E. W. Front Immunol Immunology INTRODUCTION: Persistent symptoms after COVID-19 infection (“long COVID”) negatively affects almost half of COVID-19 survivors. Despite its prevalence, its pathophysiology is poorly understood, with multiple host systems likely affected. Here, we followed patients from hospital to discharge and used a systems-biology approach to identify mechanisms of long COVID. METHODS: RNA-seq was performed on whole blood collected early in hospital and 4-12 weeks after discharge from 24 adult COVID-19 patients (10 reported post-COVID symptoms after discharge). Differential gene expression analysis, pathway enrichment, and machine learning methods were used to identify underlying mechanisms for post-COVID symptom development. RESULTS: Compared to patients with post-COVID symptoms, patients without post-COVID symptoms had larger temporal gene expression changes associated with downregulation of inflammatory and coagulation genes over time. Patients could also be separated into three patient endotypes with differing mechanistic trajectories, which was validated in another published patient cohort. The “Resolved” endotype (lowest rate of post-COVID symptoms) had robust inflammatory and hemostatic responses in hospital that resolved after discharge. Conversely, the inflammatory/hemostatic responses of “Suppressive” and “Unresolved” endotypes (higher rates of patients with post-COVID symptoms) were persistently dampened and activated, respectively. These endotypes were accurately defined by specific blood gene expression signatures (6-7 genes) for potential clinical stratification. DISCUSSION: This study allowed analysis of long COVID whole blood transcriptomics trajectories while accounting for the issue of patient heterogeneity. Two of the three identified and externally validated endotypes (“Unresolved” and “Suppressive”) were associated with higher rates of post-COVID symptoms and either persistently activated or suppressed inflammation and coagulation processes. Gene biomarkers in blood could potentially be used clinically to stratify patients into different endotypes, paving the way for personalized long COVID treatment. Frontiers Media S.A. 2023-08-23 /pmc/articles/PMC10482103/ /pubmed/37680625 http://dx.doi.org/10.3389/fimmu.2023.1243689 Text en Copyright © 2023 An, Baghela, Zhang, Blimkie, Gauthier, Kaufmann, Acton, Lee, Levesque and Hancock https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
An, Andy Yi
Baghela, Arjun
Zhang, Peter G. Y.
Blimkie, Travis M.
Gauthier, Jeff
Kaufmann, Daniel Elias
Acton, Erica
Lee, Amy H. Y.
Levesque, Roger C.
Hancock, Robert E. W.
Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation
title Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation
title_full Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation
title_fullStr Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation
title_full_unstemmed Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation
title_short Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation
title_sort post-covid symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482103/
https://www.ncbi.nlm.nih.gov/pubmed/37680625
http://dx.doi.org/10.3389/fimmu.2023.1243689
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