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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2020
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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. |
format | Online Article Text |
id | pubmed-7773686 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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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