Frontiers in Immunology (Nov 2021)
Data-Driven Analysis of COVID-19 Reveals Persistent Immune Abnormalities in Convalescent Severe Individuals
- Jackwee Lim,
- Kia Joo Puan,
- Liang Wei Wang,
- Karen Wei Weng Teng,
- Chiew Yee Loh,
- Kim Peng Tan,
- Guillaume Carissimo,
- Guillaume Carissimo,
- Yi-Hao Chan,
- Yi-Hao Chan,
- Chek Meng Poh,
- Chek Meng Poh,
- Cheryl Yi-Pin Lee,
- Cheryl Yi-Pin Lee,
- Siew-Wai Fong,
- Siew-Wai Fong,
- Siew-Wai Fong,
- Nicholas Kim-Wah Yeo,
- Nicholas Kim-Wah Yeo,
- Rhonda Sin-Ling Chee,
- Rhonda Sin-Ling Chee,
- Siti Naqiah Amrun,
- Siti Naqiah Amrun,
- Zi Wei Chang,
- Zi Wei Chang,
- Matthew Zirui Tay,
- Matthew Zirui Tay,
- Anthony Torres-Ruesta,
- Anthony Torres-Ruesta,
- Anthony Torres-Ruesta,
- Norman Leo Fernandez,
- Wilson How,
- Anand Kumar Andiappan,
- Wendy Lee,
- Kaibo Duan,
- Seow-Yen Tan,
- Gabriel Yan,
- Shirin Kalimuddin,
- Shirin Kalimuddin,
- David Chien Lye,
- David Chien Lye,
- David Chien Lye,
- David Chien Lye,
- Yee-Sin Leo,
- Yee-Sin Leo,
- Yee-Sin Leo,
- Yee-Sin Leo,
- Yee-Sin Leo,
- Sean W. X. Ong,
- Sean W. X. Ong,
- Barnaby E. Young,
- Barnaby E. Young,
- Barnaby E. Young,
- Laurent Renia,
- Laurent Renia,
- Lisa F. P. Ng,
- Lisa F. P. Ng,
- Lisa F. P. Ng,
- Lisa F. P. Ng,
- Bernett Lee,
- Olaf Rötzschke
Affiliations
- Jackwee Lim
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Kia Joo Puan
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Liang Wei Wang
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Karen Wei Weng Teng
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Chiew Yee Loh
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Kim Peng Tan
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Guillaume Carissimo
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Guillaume Carissimo
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Yi-Hao Chan
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Yi-Hao Chan
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Chek Meng Poh
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Chek Meng Poh
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Cheryl Yi-Pin Lee
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Cheryl Yi-Pin Lee
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Siew-Wai Fong
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Siew-Wai Fong
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Siew-Wai Fong
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
- Nicholas Kim-Wah Yeo
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Nicholas Kim-Wah Yeo
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Rhonda Sin-Ling Chee
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Rhonda Sin-Ling Chee
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Siti Naqiah Amrun
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Siti Naqiah Amrun
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Zi Wei Chang
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Zi Wei Chang
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Matthew Zirui Tay
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Matthew Zirui Tay
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Anthony Torres-Ruesta
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Anthony Torres-Ruesta
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Anthony Torres-Ruesta
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Norman Leo Fernandez
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Wilson How
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Anand Kumar Andiappan
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Wendy Lee
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Kaibo Duan
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Seow-Yen Tan
- Department of Infectious Diseases, Changi General Hospital, Singapore, Singapore
- Gabriel Yan
- Department of Medicine, National University Hospital, Singapore, Singapore
- Shirin Kalimuddin
- Department of Infectious Diseases, Singapore General Hospital, Singapore, Singapore
- Shirin Kalimuddin
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
- David Chien Lye
- National Centre for Infectious Diseases, Singapore, Singapore
- David Chien Lye
- 0Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore, Singapore
- David Chien Lye
- 1Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- David Chien Lye
- 2Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Yee-Sin Leo
- National Centre for Infectious Diseases, Singapore, Singapore
- Yee-Sin Leo
- 0Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore, Singapore
- Yee-Sin Leo
- 1Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Yee-Sin Leo
- 2Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
- Yee-Sin Leo
- 3Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Sean W. X. Ong
- National Centre for Infectious Diseases, Singapore, Singapore
- Sean W. X. Ong
- 0Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore, Singapore
- Barnaby E. Young
- National Centre for Infectious Diseases, Singapore, Singapore
- Barnaby E. Young
- 0Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore, Singapore
- Barnaby E. Young
- 1Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Laurent Renia
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Laurent Renia
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Lisa F. P. Ng
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Lisa F. P. Ng
- A*STAR Infectious Disease Labs, Agency for Science, Technology and Research, Singapore, Singapore
- Lisa F. P. Ng
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Lisa F. P. Ng
- 4Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- Bernett Lee
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Olaf Rötzschke
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- DOI
- https://doi.org/10.3389/fimmu.2021.710217
- Journal volume & issue
-
Vol. 12
Abstract
Severe SARS-CoV-2 infection can trigger uncontrolled innate and adaptive immune responses, which are commonly associated with lymphopenia and increased neutrophil counts. However, whether the immune abnormalities observed in mild to severely infected patients persist into convalescence remains unclear. Herein, comparisons were drawn between the immune responses of COVID-19 infected and convalescent adults. Strikingly, survivors of severe COVID-19 had decreased proportions of NKT and Vδ2 T cells, and increased proportions of low-density neutrophils, IgA+/CD86+/CD123+ non-classical monocytes and hyperactivated HLADR+CD38+ CD8+ T cells, and elevated levels of pro-inflammatory cytokines such as hepatocyte growth factor and vascular endothelial growth factor A, long after virus clearance. Our study suggests potential immune correlates of “long COVID-19”, and defines key cells and cytokines that delineate true and quasi-convalescent states.
Keywords