Author
Listed:
- Eran Mick
(University of California
University of California
Chan Zuckerberg Biohub)
- Jack Kamm
(Chan Zuckerberg Biohub)
- Angela Oliveira Pisco
(Chan Zuckerberg Biohub)
- Kalani Ratnasiri
(Chan Zuckerberg Biohub)
- Jennifer M. Babik
(University of California)
- Gloria Castañeda
(Chan Zuckerberg Biohub)
- Joseph L. DeRisi
(Chan Zuckerberg Biohub
University of California)
- Angela M. Detweiler
(Chan Zuckerberg Biohub)
- Samantha L. Hao
(Chan Zuckerberg Biohub)
- Kirsten N. Kangelaris
(University of California)
- G. Renuka Kumar
(Chan Zuckerberg Biohub)
- Lucy M. Li
(Chan Zuckerberg Biohub)
- Sabrina A. Mann
(Chan Zuckerberg Biohub
University of California)
- Norma Neff
(Chan Zuckerberg Biohub)
- Priya A. Prasad
(University of California)
- Paula Hayakawa Serpa
(University of California
Chan Zuckerberg Biohub)
- Sachin J. Shah
(University of California)
- Natasha Spottiswoode
(University of California)
- Michelle Tan
(Chan Zuckerberg Biohub)
- Carolyn S. Calfee
(University of California)
- Stephanie A. Christenson
(University of California)
- Amy Kistler
(Chan Zuckerberg Biohub)
- Charles Langelier
(University of California
Chan Zuckerberg Biohub)
Abstract
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.
Suggested Citation
Eran Mick & Jack Kamm & Angela Oliveira Pisco & Kalani Ratnasiri & Jennifer M. Babik & Gloria Castañeda & Joseph L. DeRisi & Angela M. Detweiler & Samantha L. Hao & Kirsten N. Kangelaris & G. Renuka K, 2020.
"Upper airway gene expression reveals suppressed immune responses to SARS-CoV-2 compared with other respiratory viruses,"
Nature Communications, Nature, vol. 11(1), pages 1-7, December.
Handle:
RePEc:nat:natcom:v:11:y:2020:i:1:d:10.1038_s41467-020-19587-y
DOI: 10.1038/s41467-020-19587-y
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Citations
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Cited by:
- Catherine F. Hatton & Rachel A. Botting & Maria Emilia Dueñas & Iram J. Haq & Bernard Verdon & Benjamin J. Thompson & Jarmila Stremenova Spegarova & Florian Gothe & Emily Stephenson & Aaron I. Gardner, 2021.
"Delayed induction of type I and III interferons mediates nasal epithelial cell permissiveness to SARS-CoV-2,"
Nature Communications, Nature, vol. 12(1), pages 1-17, December.
- Natasha Spottiswoode & Alexandra Tsitsiklis & Victoria T. Chu & Hoang Van Phan & Catherine DeVoe & Christina Love & Rajani Ghale & Joshua Bloomstein & Beth Shoshana Zha & Cole P. Maguire & Abigail Gla, 2024.
"Microbial dynamics and pulmonary immune responses in COVID-19 secondary bacterial pneumonia,"
Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Eran Mick & Alexandra Tsitsiklis & Natasha Spottiswoode & Saharai Caldera & Paula Hayakawa Serpa & Angela M. Detweiler & Norma Neff & Angela Oliveira Pisco & Lucy M. Li & Hanna Retallack & Kalani Ratn, 2022.
"Upper airway gene expression shows a more robust adaptive immune response to SARS-CoV-2 in children,"
Nature Communications, Nature, vol. 13(1), pages 1-11, December.
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