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The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution
AIMS: Severe acute respiratory syndrome coronavirus-2 infection causes COVID-19, which in severe cases evokes life-threatening acute respiratory distress syndrome (ARDS). Transcriptome signatures and the functional relevance of non-vascular cell types (e.g. immune and epithelial cells) in COVID-19 a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452154/ https://www.ncbi.nlm.nih.gov/pubmed/35998078 http://dx.doi.org/10.1093/cvr/cvac139 |
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author | de Rooij, Laura P M H Becker, Lisa M Teuwen, Laure-Anne Boeckx, Bram Jansen, Sander Feys, Simon Verleden, Stijn Liesenborghs, Laurens Stalder, Anna K Libbrecht, Sasha Van Buyten, Tina Philips, Gino Subramanian, Abhishek Dumas, Sébastien J Meta, Elda Borri, Mila Sokol, Liliana Dendooven, Amélie Truong, Anh-Co K Gunst, Jan Van Mol, Pierre Haslbauer, Jasmin D Rohlenova, Katerina Menter, Thomas Boudewijns, Robbert Geldhof, Vincent Vinckier, Stefan Amersfoort, Jacob Wuyts, Wim Van Raemdonck, Dirk Jacobs, Werner Ceulemans, Laurens J Weynand, Birgit Thienpont, Bernard Lammens, Martin Kuehnel, Mark Eelen, Guy Dewerchin, Mieke Schoonjans, Luc Jonigk, Danny van Dorpe, Jo Tzankov, Alexandar Wauters, Els Mazzone, Massimiliano Neyts, Johan Wauters, Joost Lambrechts, Diether Carmeliet, Peter |
author_facet | de Rooij, Laura P M H Becker, Lisa M Teuwen, Laure-Anne Boeckx, Bram Jansen, Sander Feys, Simon Verleden, Stijn Liesenborghs, Laurens Stalder, Anna K Libbrecht, Sasha Van Buyten, Tina Philips, Gino Subramanian, Abhishek Dumas, Sébastien J Meta, Elda Borri, Mila Sokol, Liliana Dendooven, Amélie Truong, Anh-Co K Gunst, Jan Van Mol, Pierre Haslbauer, Jasmin D Rohlenova, Katerina Menter, Thomas Boudewijns, Robbert Geldhof, Vincent Vinckier, Stefan Amersfoort, Jacob Wuyts, Wim Van Raemdonck, Dirk Jacobs, Werner Ceulemans, Laurens J Weynand, Birgit Thienpont, Bernard Lammens, Martin Kuehnel, Mark Eelen, Guy Dewerchin, Mieke Schoonjans, Luc Jonigk, Danny van Dorpe, Jo Tzankov, Alexandar Wauters, Els Mazzone, Massimiliano Neyts, Johan Wauters, Joost Lambrechts, Diether Carmeliet, Peter |
author_sort | de Rooij, Laura P M H |
collection | PubMed |
description | AIMS: Severe acute respiratory syndrome coronavirus-2 infection causes COVID-19, which in severe cases evokes life-threatening acute respiratory distress syndrome (ARDS). Transcriptome signatures and the functional relevance of non-vascular cell types (e.g. immune and epithelial cells) in COVID-19 are becoming increasingly evident. However, despite its known contribution to vascular inflammation, recruitment/invasion of immune cells, vascular leakage, and perturbed haemostasis in the lungs of severe COVID-19 patients, an in-depth interrogation of the endothelial cell (EC) compartment in lethal COVID-19 is lacking. Moreover, progressive fibrotic lung disease represents one of the complications of COVID-19 pneumonia and ARDS. Analogous features between idiopathic pulmonary fibrosis (IPF) and COVID-19 suggest partial similarities in their pathophysiology, yet, a head-to-head comparison of pulmonary cell transcriptomes between both conditions has not been implemented to date. METHODS AND RESULTS: We performed single-nucleus RNA-sequencing on frozen lungs from 7 deceased COVID-19 patients, 6 IPF explant lungs, and 12 controls. The vascular fraction, comprising 38 794 nuclei, could be subclustered into 14 distinct EC subtypes. Non-vascular cell types, comprising 137 746 nuclei, were subclustered and used for EC-interactome analyses. Pulmonary ECs of deceased COVID-19 patients showed an enrichment of genes involved in cellular stress, as well as signatures suggestive of dampened immunomodulation and impaired vessel wall integrity. In addition, increased abundance of a population of systemic capillary and venous ECs was identified in COVID-19 and IPF. COVID-19 systemic ECs closely resembled their IPF counterparts, and a set of 30 genes was found congruently enriched in systemic ECs across studies. Receptor–ligand interaction analysis of ECs with non-vascular cell types in the pulmonary micro-environment revealed numerous previously unknown interactions specifically enriched/depleted in COVID-19 and/or IPF. CONCLUSIONS: This study uncovered novel insights into the abundance, expression patterns, and interactomes of EC subtypes in COVID-19 and IPF, relevant for future investigations into the progression and treatment of both lethal conditions. |
format | Online Article Text |
id | pubmed-9452154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-94521542022-09-09 The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution de Rooij, Laura P M H Becker, Lisa M Teuwen, Laure-Anne Boeckx, Bram Jansen, Sander Feys, Simon Verleden, Stijn Liesenborghs, Laurens Stalder, Anna K Libbrecht, Sasha Van Buyten, Tina Philips, Gino Subramanian, Abhishek Dumas, Sébastien J Meta, Elda Borri, Mila Sokol, Liliana Dendooven, Amélie Truong, Anh-Co K Gunst, Jan Van Mol, Pierre Haslbauer, Jasmin D Rohlenova, Katerina Menter, Thomas Boudewijns, Robbert Geldhof, Vincent Vinckier, Stefan Amersfoort, Jacob Wuyts, Wim Van Raemdonck, Dirk Jacobs, Werner Ceulemans, Laurens J Weynand, Birgit Thienpont, Bernard Lammens, Martin Kuehnel, Mark Eelen, Guy Dewerchin, Mieke Schoonjans, Luc Jonigk, Danny van Dorpe, Jo Tzankov, Alexandar Wauters, Els Mazzone, Massimiliano Neyts, Johan Wauters, Joost Lambrechts, Diether Carmeliet, Peter Cardiovasc Res Original Article AIMS: Severe acute respiratory syndrome coronavirus-2 infection causes COVID-19, which in severe cases evokes life-threatening acute respiratory distress syndrome (ARDS). Transcriptome signatures and the functional relevance of non-vascular cell types (e.g. immune and epithelial cells) in COVID-19 are becoming increasingly evident. However, despite its known contribution to vascular inflammation, recruitment/invasion of immune cells, vascular leakage, and perturbed haemostasis in the lungs of severe COVID-19 patients, an in-depth interrogation of the endothelial cell (EC) compartment in lethal COVID-19 is lacking. Moreover, progressive fibrotic lung disease represents one of the complications of COVID-19 pneumonia and ARDS. Analogous features between idiopathic pulmonary fibrosis (IPF) and COVID-19 suggest partial similarities in their pathophysiology, yet, a head-to-head comparison of pulmonary cell transcriptomes between both conditions has not been implemented to date. METHODS AND RESULTS: We performed single-nucleus RNA-sequencing on frozen lungs from 7 deceased COVID-19 patients, 6 IPF explant lungs, and 12 controls. The vascular fraction, comprising 38 794 nuclei, could be subclustered into 14 distinct EC subtypes. Non-vascular cell types, comprising 137 746 nuclei, were subclustered and used for EC-interactome analyses. Pulmonary ECs of deceased COVID-19 patients showed an enrichment of genes involved in cellular stress, as well as signatures suggestive of dampened immunomodulation and impaired vessel wall integrity. In addition, increased abundance of a population of systemic capillary and venous ECs was identified in COVID-19 and IPF. COVID-19 systemic ECs closely resembled their IPF counterparts, and a set of 30 genes was found congruently enriched in systemic ECs across studies. Receptor–ligand interaction analysis of ECs with non-vascular cell types in the pulmonary micro-environment revealed numerous previously unknown interactions specifically enriched/depleted in COVID-19 and/or IPF. CONCLUSIONS: This study uncovered novel insights into the abundance, expression patterns, and interactomes of EC subtypes in COVID-19 and IPF, relevant for future investigations into the progression and treatment of both lethal conditions. Oxford University Press 2022-08-23 /pmc/articles/PMC9452154/ /pubmed/35998078 http://dx.doi.org/10.1093/cvr/cvac139 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article de Rooij, Laura P M H Becker, Lisa M Teuwen, Laure-Anne Boeckx, Bram Jansen, Sander Feys, Simon Verleden, Stijn Liesenborghs, Laurens Stalder, Anna K Libbrecht, Sasha Van Buyten, Tina Philips, Gino Subramanian, Abhishek Dumas, Sébastien J Meta, Elda Borri, Mila Sokol, Liliana Dendooven, Amélie Truong, Anh-Co K Gunst, Jan Van Mol, Pierre Haslbauer, Jasmin D Rohlenova, Katerina Menter, Thomas Boudewijns, Robbert Geldhof, Vincent Vinckier, Stefan Amersfoort, Jacob Wuyts, Wim Van Raemdonck, Dirk Jacobs, Werner Ceulemans, Laurens J Weynand, Birgit Thienpont, Bernard Lammens, Martin Kuehnel, Mark Eelen, Guy Dewerchin, Mieke Schoonjans, Luc Jonigk, Danny van Dorpe, Jo Tzankov, Alexandar Wauters, Els Mazzone, Massimiliano Neyts, Johan Wauters, Joost Lambrechts, Diether Carmeliet, Peter The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution |
title | The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution |
title_full | The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution |
title_fullStr | The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution |
title_full_unstemmed | The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution |
title_short | The pulmonary vasculature in lethal COVID-19 and idiopathic pulmonary fibrosis at single-cell resolution |
title_sort | pulmonary vasculature in lethal covid-19 and idiopathic pulmonary fibrosis at single-cell resolution |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452154/ https://www.ncbi.nlm.nih.gov/pubmed/35998078 http://dx.doi.org/10.1093/cvr/cvac139 |
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