Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783611429005295616 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7673985 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mickeran upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT kammjack upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT piscoangelaoliveira upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT ratnasirikalani upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT babikjenniferm upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT castanedagloria upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT derisijosephl upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT detweilerangelam upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT haosamanthal upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT kangelariskirstenn upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT kumargrenuka upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT lilucym upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT mannsabrinaa upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT neffnorma upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT prasadpriyaa upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT serpapaulahayakawa upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT shahsachinj upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT spottiswoodenatasha upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT tanmichelle upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT calfeecarolyns upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT christensonstephaniea upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT kistleramy upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses AT langeliercharles upperairwaygeneexpressionrevealssuppressedimmuneresponsestosarscov2comparedwithotherrespiratoryviruses |