TY - JOUR
T1 - Dysregulated transcriptional responses to SARS-CoV-2 in the periphery
AU - McClain, Micah T.
AU - Constantine, Florica J.
AU - Henao, Ricardo
AU - Liu, Yiling
AU - Tsalik, Ephraim L.
AU - Burke, Thomas W.
AU - Steinbrink, Julie M.
AU - Petzold, Elizabeth
AU - Nicholson, Bradly P.
AU - Rolfe, Robert
AU - Kraft, Bryan D.
AU - Kelly, Matthew S.
AU - Saban, Daniel R.
AU - Yu, Chen
AU - Shen, Xiling
AU - Ko, Emily M.
AU - Sempowski, Gregory D.
AU - Denny, Thomas N.
AU - Ginsburg, Geoffrey S.
AU - Woods, Christopher W.
N1 - Funding Information:
The authors would like to thank Tiffany Evans, Thad Gurley, Raul Lauzou, Maria Miggs, Christina Nix, Deborah Murray, John Bonnewell, Allison Fullenkamp, Versailles Gon-zalez, Anna Mazur, Jack Anderson, T. Scott Alderman, Rosemarie Asrican, and Katherine Frankey, for their tireless work on this study. This work was supported by the U.S. Department of Veterans Affairs, Veterans Health Administration, Office of Research and Development, NIH/NIAID (U01AI066569, UM1AI104681), the U.S. Defense Advanced Projects Agency (DARPA, N66001-09-C-2082 and HR0011-17-2-0069), and Virology Quality Assurance (VQA) # 75N93019C00015. COVID-19 samples were processed under BSL2 with aerosol management enhancement or BSL3 in the Duke Regional Biocontainment Laboratory which received partial support for construction from NIH/ NIAID (UC6AI058607).
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12/1
Y1 - 2021/12/1
N2 - SARS-CoV-2 infection has been shown to trigger a wide spectrum of immune responses and clinical manifestations in human hosts. Here, we sought to elucidate novel aspects of the host response to SARS-CoV-2 infection through RNA sequencing of peripheral blood samples from 46 subjects with COVID-19 and directly comparing them to subjects with seasonal coronavirus, influenza, bacterial pneumonia, and healthy controls. Early SARS-CoV-2 infection triggers a powerful transcriptomic response in peripheral blood with conserved components that are heavily interferon-driven but also marked by indicators of early B-cell activation and antibody production. Interferon responses during SARS-CoV-2 infection demonstrate unique patterns of dysregulated expression compared to other infectious and healthy states. Heterogeneous activation of coagulation and fibrinolytic pathways are present in early COVID-19, as are IL1 and JAK/STAT signaling pathways, which persist into late disease. Classifiers based on differentially expressed genes accurately distinguished SARS-CoV-2 infection from other acute illnesses (auROC 0.95 [95% CI 0.92–0.98]). The transcriptome in peripheral blood reveals both diverse and conserved components of the immune response in COVID-19 and provides for potential biomarker-based approaches to diagnosis.
AB - SARS-CoV-2 infection has been shown to trigger a wide spectrum of immune responses and clinical manifestations in human hosts. Here, we sought to elucidate novel aspects of the host response to SARS-CoV-2 infection through RNA sequencing of peripheral blood samples from 46 subjects with COVID-19 and directly comparing them to subjects with seasonal coronavirus, influenza, bacterial pneumonia, and healthy controls. Early SARS-CoV-2 infection triggers a powerful transcriptomic response in peripheral blood with conserved components that are heavily interferon-driven but also marked by indicators of early B-cell activation and antibody production. Interferon responses during SARS-CoV-2 infection demonstrate unique patterns of dysregulated expression compared to other infectious and healthy states. Heterogeneous activation of coagulation and fibrinolytic pathways are present in early COVID-19, as are IL1 and JAK/STAT signaling pathways, which persist into late disease. Classifiers based on differentially expressed genes accurately distinguished SARS-CoV-2 infection from other acute illnesses (auROC 0.95 [95% CI 0.92–0.98]). The transcriptome in peripheral blood reveals both diverse and conserved components of the immune response in COVID-19 and provides for potential biomarker-based approaches to diagnosis.
UR - http://www.scopus.com/inward/record.url?scp=85101160496&partnerID=8YFLogxK
U2 - 10.1038/s41467-021-21289-y
DO - 10.1038/s41467-021-21289-y
M3 - Article
C2 - 33597532
AN - SCOPUS:85101160496
SN - 2041-1723
VL - 12
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 1079
ER -