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Oxford University Press - PMC COVID-19 Collection logoLink to Oxford University Press - PMC COVID-19 Collection
. 2020 Aug 28:ciaa1280. doi: 10.1093/cid/ciaa1280

Viral dynamics and immune correlates of COVID-19 disease severity

Barnaby E Young 1,2,3,, Sean W X Ong 1,2, Lisa F P Ng 4,5, Danielle E Anderson 6, Wan Ni Chia 6, Po Ying Chia 1,2,3, Li Wei Ang 1, Tze-Minn Mak 1, Shirin Kalimuddin 6,7, Louis Yi Ann Chai 8,9, Surinder Pada 10, Seow Yen Tan 11, Louisa Sun 12, Purnima Parthasarathy 13, Siew-Wai Fong 4,5,14, Yi-Hao Chan 4,5, Chee Wah Tan 5, Bernett Lee 5, Olaf Rötzschke 5, Ying Ding 1, Paul Tambyah 8,9, Jenny G H Low 6,7, Lin Cui 1, Timothy Barkham 2,9, Raymond Tzer Pin Lin 1, Yee-Sin Leo 1,2,3,9,15, Laurent Renia 4,5, Lin-Fa Wang 6, David Chien Lye 1,2,3,9; Singapore 2019 Novel Coronavirus Outbreak Research team1
PMCID: PMC7499509  PMID: 32856707

Abstract

Background

Key knowledge gaps remain in the understanding of viral dynamics and immune response of SARS-CoV-2 infection.

Methods

We evaluated these characteristics and established their association with clinical severity in a prospective observational cohort study of 100 patients with PCR-confirmed SARS-CoV-2 infection (mean age 46 years, 56% male, 38% with comorbidities). Respiratory samples (n=74) were collected for viral culture, serum samples for measurement of IgM/IgG levels (n=30), and plasma samples for levels of inflammatory cytokines and chemokines (n=81). Disease severity was correlated with results from viral culture, serologic testing, and immune markers.

Results

57 (57%) patients developed viral pneumonia, of whom 20 (20%) required supplemental oxygen including 12 (12%) invasive mechanical ventilation. Viral culture from respiratory samples was positive for 19 of 74 patients (26%). No virus was isolated when the PCR cycle threshold (Ct) value was >30 or >14 days after symptom onset. Seroconversion occurred at a median of 12.5 days (IQR 9-18) for IgM and 15.0 days (IQR 12-20) for IgG; 54/62 patients (87.1%) sampled at day 14 or later seroconverted. Severe infections were associated with earlier seroconversion and higher peak IgM and IgG levels. Levels of IP-10, HGF, IL-6, MCP-1, MIP-1α, IL-12p70, IL-18, VEGF-A, PDGF-BB and IL-1RA significantly correlated with disease severity.

Conclusion

We found virus viability was associated with lower PCR Ct value in early illness. A stronger antibody response was associated with disease severity. The overactive proinflammatory immune signatures offers targets for host-directed immunotherapy which should be evaluated in randomised controlled trials.

Keywords: COVID-19, cytokines, serology, viral culture, immunology


Articles from Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America are provided here courtesy of Oxford University Press

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