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Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes

Characterizing key molecular and cellular pathways involved in COVID-19 is essential for disease prognosis and management. We perform shotgun transcriptome sequencing of human RNA obtained from nasopharyngeal swabs of patients with COVID-19, and identify a molecular signature associated with disease...

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Autores principales: Jain, Ruchi, Ramaswamy, Sathishkumar, Harilal, Divinlal, Uddin, Mohammed, Loney, Tom, Nowotny, Norbert, Alsuwaidi, Hanan, Varghese, Rupa, Deesi, Zulfa, Alkhajeh, Abdulmajeed, Khansaheb, Hamda, Alsheikh-Ali, Alawi, Abou Tayoun, Ahmad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7773686/
https://www.ncbi.nlm.nih.gov/pubmed/33425248
http://dx.doi.org/10.1016/j.csbj.2020.12.016
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author Jain, Ruchi
Ramaswamy, Sathishkumar
Harilal, Divinlal
Uddin, Mohammed
Loney, Tom
Nowotny, Norbert
Alsuwaidi, Hanan
Varghese, Rupa
Deesi, Zulfa
Alkhajeh, Abdulmajeed
Khansaheb, Hamda
Alsheikh-Ali, Alawi
Abou Tayoun, Ahmad
author_facet Jain, Ruchi
Ramaswamy, Sathishkumar
Harilal, Divinlal
Uddin, Mohammed
Loney, Tom
Nowotny, Norbert
Alsuwaidi, Hanan
Varghese, Rupa
Deesi, Zulfa
Alkhajeh, Abdulmajeed
Khansaheb, Hamda
Alsheikh-Ali, Alawi
Abou Tayoun, Ahmad
author_sort Jain, Ruchi
collection PubMed
description Characterizing key molecular and cellular pathways involved in COVID-19 is essential for disease prognosis and management. We perform shotgun transcriptome sequencing of human RNA obtained from nasopharyngeal swabs of patients with COVID-19, and identify a molecular signature associated with disease severity. Specifically, we identify globally dysregulated immune related pathways, such as cytokine-cytokine receptor signaling, complement and coagulation cascades, JAK-STAT, and TGF- β signaling pathways in all, though to a higher extent in patients with severe symptoms. The excessive release of cytokines and chemokines such as CCL2, CCL22, CXCL9 and CXCL12 and certain interferons and interleukins related genes like IFIH1, IFI44, IFIT1 and IL10 were significantly higher in patients with severe clinical presentation compared to mild and moderate presentations. Differential gene expression analysis identified a small set of regulatory genes that might act as strong predictors of patient outcome. Our data suggest that rapid transcriptome analysis of nasopharyngeal swabs can be a powerful approach to quantify host molecular response and may provide valuable insights into COVID-19 pathophysiology.
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spelling pubmed-77736862021-01-08 Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes Jain, Ruchi Ramaswamy, Sathishkumar Harilal, Divinlal Uddin, Mohammed Loney, Tom Nowotny, Norbert Alsuwaidi, Hanan Varghese, Rupa Deesi, Zulfa Alkhajeh, Abdulmajeed Khansaheb, Hamda Alsheikh-Ali, Alawi Abou Tayoun, Ahmad Comput Struct Biotechnol J Research Article Characterizing key molecular and cellular pathways involved in COVID-19 is essential for disease prognosis and management. We perform shotgun transcriptome sequencing of human RNA obtained from nasopharyngeal swabs of patients with COVID-19, and identify a molecular signature associated with disease severity. Specifically, we identify globally dysregulated immune related pathways, such as cytokine-cytokine receptor signaling, complement and coagulation cascades, JAK-STAT, and TGF- β signaling pathways in all, though to a higher extent in patients with severe symptoms. The excessive release of cytokines and chemokines such as CCL2, CCL22, CXCL9 and CXCL12 and certain interferons and interleukins related genes like IFIH1, IFI44, IFIT1 and IL10 were significantly higher in patients with severe clinical presentation compared to mild and moderate presentations. Differential gene expression analysis identified a small set of regulatory genes that might act as strong predictors of patient outcome. Our data suggest that rapid transcriptome analysis of nasopharyngeal swabs can be a powerful approach to quantify host molecular response and may provide valuable insights into COVID-19 pathophysiology. Research Network of Computational and Structural Biotechnology 2020-12-17 /pmc/articles/PMC7773686/ /pubmed/33425248 http://dx.doi.org/10.1016/j.csbj.2020.12.016 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Jain, Ruchi
Ramaswamy, Sathishkumar
Harilal, Divinlal
Uddin, Mohammed
Loney, Tom
Nowotny, Norbert
Alsuwaidi, Hanan
Varghese, Rupa
Deesi, Zulfa
Alkhajeh, Abdulmajeed
Khansaheb, Hamda
Alsheikh-Ali, Alawi
Abou Tayoun, Ahmad
Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes
title Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes
title_full Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes
title_fullStr Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes
title_full_unstemmed Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes
title_short Host transcriptomic profiling of COVID-19 patients with mild, moderate, and severe clinical outcomes
title_sort host transcriptomic profiling of covid-19 patients with mild, moderate, and severe clinical outcomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7773686/
https://www.ncbi.nlm.nih.gov/pubmed/33425248
http://dx.doi.org/10.1016/j.csbj.2020.12.016
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