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Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses

SARS-CoV-2 infection is characterized by peak viral load in the upper airway prior to or at the time of symptom onset, an unusual feature that has enabled widespread transmission of the virus and precipitated a global pandemic. How SARS-CoV-2 is able to achieve high titer in the absence of symptoms...

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Autores principales: Mick, Eran, Kamm, Jack, Pisco, Angela Oliveira, Ratnasiri, Kalani, Babik, Jennifer M., Castañeda, Gloria, DeRisi, Joseph L., Detweiler, Angela M., Hao, Samantha L., Kangelaris, Kirsten N., Kumar, G. Renuka, Li, Lucy M., Mann, Sabrina A., Neff, Norma, Prasad, Priya A., Serpa, Paula Hayakawa, Shah, Sachin J., Spottiswoode, Natasha, Tan, Michelle, Calfee, Carolyn S., Christenson, Stephanie A., Kistler, Amy, Langelier, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7673985/
https://www.ncbi.nlm.nih.gov/pubmed/33203890
http://dx.doi.org/10.1038/s41467-020-19587-y
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author Mick, Eran
Kamm, Jack
Pisco, Angela Oliveira
Ratnasiri, Kalani
Babik, Jennifer M.
Castañeda, Gloria
DeRisi, Joseph L.
Detweiler, Angela M.
Hao, Samantha L.
Kangelaris, Kirsten N.
Kumar, G. Renuka
Li, Lucy M.
Mann, Sabrina A.
Neff, Norma
Prasad, Priya A.
Serpa, Paula Hayakawa
Shah, Sachin J.
Spottiswoode, Natasha
Tan, Michelle
Calfee, Carolyn S.
Christenson, Stephanie A.
Kistler, Amy
Langelier, Charles
author_facet Mick, Eran
Kamm, Jack
Pisco, Angela Oliveira
Ratnasiri, Kalani
Babik, Jennifer M.
Castañeda, Gloria
DeRisi, Joseph L.
Detweiler, Angela M.
Hao, Samantha L.
Kangelaris, Kirsten N.
Kumar, G. Renuka
Li, Lucy M.
Mann, Sabrina A.
Neff, Norma
Prasad, Priya A.
Serpa, Paula Hayakawa
Shah, Sachin J.
Spottiswoode, Natasha
Tan, Michelle
Calfee, Carolyn S.
Christenson, Stephanie A.
Kistler, Amy
Langelier, Charles
author_sort Mick, Eran
collection PubMed
description SARS-CoV-2 infection is characterized by peak viral load in the upper airway prior to or at the time of symptom onset, an unusual feature that has enabled widespread transmission of the virus and precipitated a global pandemic. How SARS-CoV-2 is able to achieve high titer in the absence of symptoms remains unclear. Here, we examine the upper airway host transcriptional response in patients with COVID-19 (n = 93), other viral (n = 41) or non-viral (n = 100) acute respiratory illnesses (ARIs). Compared with other viral ARIs, COVID-19 is characterized by a pronounced interferon response but attenuated activation of other innate immune pathways, including toll-like receptor, interleukin and chemokine signaling. The IL-1 and NLRP3 inflammasome pathways are markedly less responsive to SARS-CoV-2, commensurate with a signature of diminished neutrophil and macrophage recruitment. This pattern resembles previously described distinctions between symptomatic and asymptomatic viral infections and may partly explain the propensity for pre-symptomatic transmission in COVID-19. We further use machine learning to build 27-, 10- and 3-gene classifiers that differentiate COVID-19 from other ARIs with AUROCs of 0.981, 0.954 and 0.885, respectively. Classifier performance is stable across a wide range of viral load, suggesting utility in mitigating false positive or false negative results of direct SARS-CoV-2 tests.
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spelling pubmed-76739852020-11-24 Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses Mick, Eran Kamm, Jack Pisco, Angela Oliveira Ratnasiri, Kalani Babik, Jennifer M. Castañeda, Gloria DeRisi, Joseph L. Detweiler, Angela M. Hao, Samantha L. Kangelaris, Kirsten N. Kumar, G. Renuka Li, Lucy M. Mann, Sabrina A. Neff, Norma Prasad, Priya A. Serpa, Paula Hayakawa Shah, Sachin J. Spottiswoode, Natasha Tan, Michelle Calfee, Carolyn S. Christenson, Stephanie A. Kistler, Amy Langelier, Charles Nat Commun Article SARS-CoV-2 infection is characterized by peak viral load in the upper airway prior to or at the time of symptom onset, an unusual feature that has enabled widespread transmission of the virus and precipitated a global pandemic. How SARS-CoV-2 is able to achieve high titer in the absence of symptoms remains unclear. Here, we examine the upper airway host transcriptional response in patients with COVID-19 (n = 93), other viral (n = 41) or non-viral (n = 100) acute respiratory illnesses (ARIs). Compared with other viral ARIs, COVID-19 is characterized by a pronounced interferon response but attenuated activation of other innate immune pathways, including toll-like receptor, interleukin and chemokine signaling. The IL-1 and NLRP3 inflammasome pathways are markedly less responsive to SARS-CoV-2, commensurate with a signature of diminished neutrophil and macrophage recruitment. This pattern resembles previously described distinctions between symptomatic and asymptomatic viral infections and may partly explain the propensity for pre-symptomatic transmission in COVID-19. We further use machine learning to build 27-, 10- and 3-gene classifiers that differentiate COVID-19 from other ARIs with AUROCs of 0.981, 0.954 and 0.885, respectively. Classifier performance is stable across a wide range of viral load, suggesting utility in mitigating false positive or false negative results of direct SARS-CoV-2 tests. Nature Publishing Group UK 2020-11-17 /pmc/articles/PMC7673985/ /pubmed/33203890 http://dx.doi.org/10.1038/s41467-020-19587-y Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Mick, Eran
Kamm, Jack
Pisco, Angela Oliveira
Ratnasiri, Kalani
Babik, Jennifer M.
Castañeda, Gloria
DeRisi, Joseph L.
Detweiler, Angela M.
Hao, Samantha L.
Kangelaris, Kirsten N.
Kumar, G. Renuka
Li, Lucy M.
Mann, Sabrina A.
Neff, Norma
Prasad, Priya A.
Serpa, Paula Hayakawa
Shah, Sachin J.
Spottiswoode, Natasha
Tan, Michelle
Calfee, Carolyn S.
Christenson, Stephanie A.
Kistler, Amy
Langelier, Charles
Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses
title Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses
title_full Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses
title_fullStr Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses
title_full_unstemmed Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses
title_short Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses
title_sort upper airway gene expression reveals suppressed immune responses to sars-cov-2 compared with other respiratory viruses
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7673985/
https://www.ncbi.nlm.nih.gov/pubmed/33203890
http://dx.doi.org/10.1038/s41467-020-19587-y
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