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Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages
How the innate and adaptive host immune system miscommunicate to worsen COVID-19 immunopathology has not been fully elucidated. Here, we perform single-cell deep-immune profiling of bronchoalveolar lavage (BAL) samples from 5 patients with mild and 26 with critical COVID-19 in comparison to BALs fro...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Nature Singapore
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8027624/ https://www.ncbi.nlm.nih.gov/pubmed/33473155 http://dx.doi.org/10.1038/s41422-020-00455-9 |
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author | Wauters, Els Van Mol, Pierre Garg, Abhishek Dinkarnath Jansen, Sander Van Herck, Yannick Vanderbeke, Lore Bassez, Ayse Boeckx, Bram Malengier-Devlies, Bert Timmerman, Anna Van Brussel, Thomas Van Buyten, Tina Schepers, Rogier Heylen, Elisabeth Dauwe, Dieter Dooms, Christophe Gunst, Jan Hermans, Greet Meersseman, Philippe Testelmans, Dries Yserbyt, Jonas Tejpar, Sabine De Wever, Walter Matthys, Patrick Neyts, Johan Wauters, Joost Qian, Junbin Lambrechts, Diether |
author_facet | Wauters, Els Van Mol, Pierre Garg, Abhishek Dinkarnath Jansen, Sander Van Herck, Yannick Vanderbeke, Lore Bassez, Ayse Boeckx, Bram Malengier-Devlies, Bert Timmerman, Anna Van Brussel, Thomas Van Buyten, Tina Schepers, Rogier Heylen, Elisabeth Dauwe, Dieter Dooms, Christophe Gunst, Jan Hermans, Greet Meersseman, Philippe Testelmans, Dries Yserbyt, Jonas Tejpar, Sabine De Wever, Walter Matthys, Patrick Neyts, Johan Wauters, Joost Qian, Junbin Lambrechts, Diether |
author_sort | Wauters, Els |
collection | PubMed |
description | How the innate and adaptive host immune system miscommunicate to worsen COVID-19 immunopathology has not been fully elucidated. Here, we perform single-cell deep-immune profiling of bronchoalveolar lavage (BAL) samples from 5 patients with mild and 26 with critical COVID-19 in comparison to BALs from non-COVID-19 pneumonia and normal lung. We use pseudotime inference to build T-cell and monocyte-to-macrophage trajectories and model gene expression changes along them. In mild COVID-19, CD8(+) resident-memory (T(RM)) and CD4(+) T-helper-17 (T(H17)) cells undergo active (presumably antigen-driven) expansion towards the end of the trajectory, and are characterized by good effector functions, while in critical COVID-19 they remain more naïve. Vice versa, CD4(+) T-cells with T-helper-1 characteristics (T(H1)-like) and CD8(+) T-cells expressing exhaustion markers (T(EX)-like) are enriched halfway their trajectories in mild COVID-19, where they also exhibit good effector functions, while in critical COVID-19 they show evidence of inflammation-associated stress at the end of their trajectories. Monocyte-to-macrophage trajectories show that chronic hyperinflammatory monocytes are enriched in critical COVID-19, while alveolar macrophages, otherwise characterized by anti-inflammatory and antigen-presenting characteristics, are depleted. In critical COVID-19, monocytes contribute to an ATP-purinergic signaling-inflammasome footprint that could enable COVID-19 associated fibrosis and worsen disease-severity. Finally, viral RNA-tracking reveals infected lung epithelial cells, and a significant proportion of neutrophils and macrophages that are involved in viral clearance. |
format | Online Article Text |
id | pubmed-8027624 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-80276242021-04-21 Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages Wauters, Els Van Mol, Pierre Garg, Abhishek Dinkarnath Jansen, Sander Van Herck, Yannick Vanderbeke, Lore Bassez, Ayse Boeckx, Bram Malengier-Devlies, Bert Timmerman, Anna Van Brussel, Thomas Van Buyten, Tina Schepers, Rogier Heylen, Elisabeth Dauwe, Dieter Dooms, Christophe Gunst, Jan Hermans, Greet Meersseman, Philippe Testelmans, Dries Yserbyt, Jonas Tejpar, Sabine De Wever, Walter Matthys, Patrick Neyts, Johan Wauters, Joost Qian, Junbin Lambrechts, Diether Cell Res Article How the innate and adaptive host immune system miscommunicate to worsen COVID-19 immunopathology has not been fully elucidated. Here, we perform single-cell deep-immune profiling of bronchoalveolar lavage (BAL) samples from 5 patients with mild and 26 with critical COVID-19 in comparison to BALs from non-COVID-19 pneumonia and normal lung. We use pseudotime inference to build T-cell and monocyte-to-macrophage trajectories and model gene expression changes along them. In mild COVID-19, CD8(+) resident-memory (T(RM)) and CD4(+) T-helper-17 (T(H17)) cells undergo active (presumably antigen-driven) expansion towards the end of the trajectory, and are characterized by good effector functions, while in critical COVID-19 they remain more naïve. Vice versa, CD4(+) T-cells with T-helper-1 characteristics (T(H1)-like) and CD8(+) T-cells expressing exhaustion markers (T(EX)-like) are enriched halfway their trajectories in mild COVID-19, where they also exhibit good effector functions, while in critical COVID-19 they show evidence of inflammation-associated stress at the end of their trajectories. Monocyte-to-macrophage trajectories show that chronic hyperinflammatory monocytes are enriched in critical COVID-19, while alveolar macrophages, otherwise characterized by anti-inflammatory and antigen-presenting characteristics, are depleted. In critical COVID-19, monocytes contribute to an ATP-purinergic signaling-inflammasome footprint that could enable COVID-19 associated fibrosis and worsen disease-severity. Finally, viral RNA-tracking reveals infected lung epithelial cells, and a significant proportion of neutrophils and macrophages that are involved in viral clearance. Springer Nature Singapore 2021-01-21 2021-03 /pmc/articles/PMC8027624/ /pubmed/33473155 http://dx.doi.org/10.1038/s41422-020-00455-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wauters, Els Van Mol, Pierre Garg, Abhishek Dinkarnath Jansen, Sander Van Herck, Yannick Vanderbeke, Lore Bassez, Ayse Boeckx, Bram Malengier-Devlies, Bert Timmerman, Anna Van Brussel, Thomas Van Buyten, Tina Schepers, Rogier Heylen, Elisabeth Dauwe, Dieter Dooms, Christophe Gunst, Jan Hermans, Greet Meersseman, Philippe Testelmans, Dries Yserbyt, Jonas Tejpar, Sabine De Wever, Walter Matthys, Patrick Neyts, Johan Wauters, Joost Qian, Junbin Lambrechts, Diether Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages |
title | Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages |
title_full | Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages |
title_fullStr | Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages |
title_full_unstemmed | Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages |
title_short | Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages |
title_sort | discriminating mild from critical covid-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8027624/ https://www.ncbi.nlm.nih.gov/pubmed/33473155 http://dx.doi.org/10.1038/s41422-020-00455-9 |
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