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Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19
The great majority of SARS-CoV-2 infections are mild and uncomplicated, but some individuals with initially mild COVID-19 progressively develop more severe symptoms. Furthermore, there is substantial heterogeneity in SARS-CoV-2-specific memory immune responses following infection. There remains a cr...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8820672/ https://www.ncbi.nlm.nih.gov/pubmed/35132407 http://dx.doi.org/10.21203/rs.3.rs-847082/v1 |
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author | Hu, Zicheng van der Ploeg, Kattria Chakraborty, Saborni Arunachalam, Prabhu Mori, Diego Jacobson, Karen Bonilla, Hector Parsonnet, Julie Andrews, Jason Hedlin, Haley de la Parte, Lauren Dantzler, Kathleen Ty, Maureen Tan, Gene Blish, Catherine Takahashi, Saki Rodriguez-Barraquer, Isabel Greenhouse, Bryan Butte, Atul Singh, Upinder Pulendran, Bali Wang, Taia Jagannathan, Prasanna |
author_facet | Hu, Zicheng van der Ploeg, Kattria Chakraborty, Saborni Arunachalam, Prabhu Mori, Diego Jacobson, Karen Bonilla, Hector Parsonnet, Julie Andrews, Jason Hedlin, Haley de la Parte, Lauren Dantzler, Kathleen Ty, Maureen Tan, Gene Blish, Catherine Takahashi, Saki Rodriguez-Barraquer, Isabel Greenhouse, Bryan Butte, Atul Singh, Upinder Pulendran, Bali Wang, Taia Jagannathan, Prasanna |
author_sort | Hu, Zicheng |
collection | PubMed |
description | The great majority of SARS-CoV-2 infections are mild and uncomplicated, but some individuals with initially mild COVID-19 progressively develop more severe symptoms. Furthermore, there is substantial heterogeneity in SARS-CoV-2-specific memory immune responses following infection. There remains a critical need to identify host immune biomarkers predictive of clinical and immunologic outcomes in SARS-CoV-2-infected patients. Leveraging longitudinal samples and data from a clinical trial in SARS-CoV-2 infected outpatients, we used host proteomics and transcriptomics to characterize the trajectory of the immune response in COVID-19 patients within the first 2 weeks of symptom onset. We identify early immune signatures, including plasma RIG-I levels, early interferon signaling, and related cytokines (CXCL10, MCP1, MCP-2 and MCP-3) associated with subsequent disease progression, control of viral shedding, and the SARS-CoV-2 specific T cell and antibody response measured up to 7 months after enrollment. We found that several biomarkers for immunological outcomes are shared between individuals receiving BNT162b2 (Pfizer–BioNTech) vaccine and COVID-19 patients. Finally, we demonstrate that machine learning models using 7–10 plasma protein markers measured early within the course of infection are able to accurately predict disease progression, T cell memory, and the antibody response post-infection in a second, independent dataset. |
format | Online Article Text |
id | pubmed-8820672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-88206722022-02-08 Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19 Hu, Zicheng van der Ploeg, Kattria Chakraborty, Saborni Arunachalam, Prabhu Mori, Diego Jacobson, Karen Bonilla, Hector Parsonnet, Julie Andrews, Jason Hedlin, Haley de la Parte, Lauren Dantzler, Kathleen Ty, Maureen Tan, Gene Blish, Catherine Takahashi, Saki Rodriguez-Barraquer, Isabel Greenhouse, Bryan Butte, Atul Singh, Upinder Pulendran, Bali Wang, Taia Jagannathan, Prasanna Res Sq Article The great majority of SARS-CoV-2 infections are mild and uncomplicated, but some individuals with initially mild COVID-19 progressively develop more severe symptoms. Furthermore, there is substantial heterogeneity in SARS-CoV-2-specific memory immune responses following infection. There remains a critical need to identify host immune biomarkers predictive of clinical and immunologic outcomes in SARS-CoV-2-infected patients. Leveraging longitudinal samples and data from a clinical trial in SARS-CoV-2 infected outpatients, we used host proteomics and transcriptomics to characterize the trajectory of the immune response in COVID-19 patients within the first 2 weeks of symptom onset. We identify early immune signatures, including plasma RIG-I levels, early interferon signaling, and related cytokines (CXCL10, MCP1, MCP-2 and MCP-3) associated with subsequent disease progression, control of viral shedding, and the SARS-CoV-2 specific T cell and antibody response measured up to 7 months after enrollment. We found that several biomarkers for immunological outcomes are shared between individuals receiving BNT162b2 (Pfizer–BioNTech) vaccine and COVID-19 patients. Finally, we demonstrate that machine learning models using 7–10 plasma protein markers measured early within the course of infection are able to accurately predict disease progression, T cell memory, and the antibody response post-infection in a second, independent dataset. American Journal Experts 2022-02-02 /pmc/articles/PMC8820672/ /pubmed/35132407 http://dx.doi.org/10.21203/rs.3.rs-847082/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Hu, Zicheng van der Ploeg, Kattria Chakraborty, Saborni Arunachalam, Prabhu Mori, Diego Jacobson, Karen Bonilla, Hector Parsonnet, Julie Andrews, Jason Hedlin, Haley de la Parte, Lauren Dantzler, Kathleen Ty, Maureen Tan, Gene Blish, Catherine Takahashi, Saki Rodriguez-Barraquer, Isabel Greenhouse, Bryan Butte, Atul Singh, Upinder Pulendran, Bali Wang, Taia Jagannathan, Prasanna Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19 |
title | Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19 |
title_full | Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19 |
title_fullStr | Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19 |
title_full_unstemmed | Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19 |
title_short | Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19 |
title_sort | early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8820672/ https://www.ncbi.nlm.nih.gov/pubmed/35132407 http://dx.doi.org/10.21203/rs.3.rs-847082/v1 |
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