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Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung
Cellular diversity of the lung endothelium has not been systematically characterized in humans. We provide a reference atlas of human lung endothelial cells (ECs) to facilitate a better understanding of the phenotypic diversity and composition of cells comprising the lung endothelium. METHODS: We re...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300155/ https://www.ncbi.nlm.nih.gov/pubmed/34030460 http://dx.doi.org/10.1161/CIRCULATIONAHA.120.052318 |
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author | Schupp, Jonas C. Adams, Taylor S. Cosme, Carlos Raredon, Micha Sam Brickman Yuan, Yifan Omote, Norihito Poli, Sergio Chioccioli, Maurizio Rose, Kadi-Ann Manning, Edward P. Sauler, Maor DeIuliis, Giuseppe Ahangari, Farida Neumark, Nir Habermann, Arun C. Gutierrez, Austin J. Bui, Linh T. Lafyatis, Robert Pierce, Richard W. Meyer, Kerstin B. Nawijn, Martijn C. Teichmann, Sarah A. Banovich, Nicholas E. Kropski, Jonathan A. Niklason, Laura E. Pe’er, Dana Yan, Xiting Homer, Robert J. Rosas, Ivan O. Kaminski, Naftali |
author_facet | Schupp, Jonas C. Adams, Taylor S. Cosme, Carlos Raredon, Micha Sam Brickman Yuan, Yifan Omote, Norihito Poli, Sergio Chioccioli, Maurizio Rose, Kadi-Ann Manning, Edward P. Sauler, Maor DeIuliis, Giuseppe Ahangari, Farida Neumark, Nir Habermann, Arun C. Gutierrez, Austin J. Bui, Linh T. Lafyatis, Robert Pierce, Richard W. Meyer, Kerstin B. Nawijn, Martijn C. Teichmann, Sarah A. Banovich, Nicholas E. Kropski, Jonathan A. Niklason, Laura E. Pe’er, Dana Yan, Xiting Homer, Robert J. Rosas, Ivan O. Kaminski, Naftali |
author_sort | Schupp, Jonas C. |
collection | PubMed |
description | Cellular diversity of the lung endothelium has not been systematically characterized in humans. We provide a reference atlas of human lung endothelial cells (ECs) to facilitate a better understanding of the phenotypic diversity and composition of cells comprising the lung endothelium. METHODS: We reprocessed human control single-cell RNA sequencing (scRNAseq) data from 6 datasets. EC populations were characterized through iterative clustering with subsequent differential expression analysis. Marker genes were validated by fluorescent microscopy and in situ hybridization. scRNAseq of primary lung ECs cultured in vitro was performed. The signaling network between different lung cell types was studied. For cross-species analysis or disease relevance, we applied the same methods to scRNAseq data obtained from mouse lungs or from human lungs with pulmonary hypertension. RESULTS: Six lung scRNAseq datasets were reanalyzed and annotated to identify >15 000 vascular EC cells from 73 individuals. Differential expression analysis of EC revealed signatures corresponding to endothelial lineage, including panendothelial, panvascular, and subpopulation-specific marker gene sets. Beyond the broad cellular categories of lymphatic, capillary, arterial, and venous ECs, we found previously indistinguishable subpopulations; among venous EC, we identified 2 previously indistinguishable populations: pulmonary–venous ECs (COL15A1(neg)) localized to the lung parenchyma and systemic–venous ECs (COL15A1(pos)) localized to the airways and the visceral pleura; among capillary ECs, we confirmed their subclassification into recently discovered aerocytes characterized by EDNRB, SOSTDC1, and TBX2 and general capillary EC. We confirmed that all 6 endothelial cell types, including the systemic–venous ECs and aerocytes, are present in mice and identified endothelial marker genes conserved in humans and mice. Ligand-receptor connectome analysis revealed important homeostatic crosstalk of EC with other lung resident cell types. scRNAseq of commercially available primary lung ECs demonstrated a loss of their native lung phenotype in culture. scRNAseq revealed that endothelial diversity is maintained in pulmonary hypertension. Our article is accompanied by an online data mining tool (www.LungEndothelialCellAtlas.com). CONCLUSIONS: Our integrated analysis provides a comprehensive and well-crafted reference atlas of ECs in the normal lung and confirms and describes in detail previously unrecognized endothelial populations across a large number of humans and mice. |
format | Online Article Text |
id | pubmed-8300155 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-83001552021-07-23 Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung Schupp, Jonas C. Adams, Taylor S. Cosme, Carlos Raredon, Micha Sam Brickman Yuan, Yifan Omote, Norihito Poli, Sergio Chioccioli, Maurizio Rose, Kadi-Ann Manning, Edward P. Sauler, Maor DeIuliis, Giuseppe Ahangari, Farida Neumark, Nir Habermann, Arun C. Gutierrez, Austin J. Bui, Linh T. Lafyatis, Robert Pierce, Richard W. Meyer, Kerstin B. Nawijn, Martijn C. Teichmann, Sarah A. Banovich, Nicholas E. Kropski, Jonathan A. Niklason, Laura E. Pe’er, Dana Yan, Xiting Homer, Robert J. Rosas, Ivan O. Kaminski, Naftali Circulation Original Research Articles Cellular diversity of the lung endothelium has not been systematically characterized in humans. We provide a reference atlas of human lung endothelial cells (ECs) to facilitate a better understanding of the phenotypic diversity and composition of cells comprising the lung endothelium. METHODS: We reprocessed human control single-cell RNA sequencing (scRNAseq) data from 6 datasets. EC populations were characterized through iterative clustering with subsequent differential expression analysis. Marker genes were validated by fluorescent microscopy and in situ hybridization. scRNAseq of primary lung ECs cultured in vitro was performed. The signaling network between different lung cell types was studied. For cross-species analysis or disease relevance, we applied the same methods to scRNAseq data obtained from mouse lungs or from human lungs with pulmonary hypertension. RESULTS: Six lung scRNAseq datasets were reanalyzed and annotated to identify >15 000 vascular EC cells from 73 individuals. Differential expression analysis of EC revealed signatures corresponding to endothelial lineage, including panendothelial, panvascular, and subpopulation-specific marker gene sets. Beyond the broad cellular categories of lymphatic, capillary, arterial, and venous ECs, we found previously indistinguishable subpopulations; among venous EC, we identified 2 previously indistinguishable populations: pulmonary–venous ECs (COL15A1(neg)) localized to the lung parenchyma and systemic–venous ECs (COL15A1(pos)) localized to the airways and the visceral pleura; among capillary ECs, we confirmed their subclassification into recently discovered aerocytes characterized by EDNRB, SOSTDC1, and TBX2 and general capillary EC. We confirmed that all 6 endothelial cell types, including the systemic–venous ECs and aerocytes, are present in mice and identified endothelial marker genes conserved in humans and mice. Ligand-receptor connectome analysis revealed important homeostatic crosstalk of EC with other lung resident cell types. scRNAseq of commercially available primary lung ECs demonstrated a loss of their native lung phenotype in culture. scRNAseq revealed that endothelial diversity is maintained in pulmonary hypertension. Our article is accompanied by an online data mining tool (www.LungEndothelialCellAtlas.com). CONCLUSIONS: Our integrated analysis provides a comprehensive and well-crafted reference atlas of ECs in the normal lung and confirms and describes in detail previously unrecognized endothelial populations across a large number of humans and mice. Lippincott Williams & Wilkins 2021-05-25 2021-07-27 /pmc/articles/PMC8300155/ /pubmed/34030460 http://dx.doi.org/10.1161/CIRCULATIONAHA.120.052318 Text en © 2021 The Authors. https://creativecommons.org/licenses/by-nc-nd/4.0/Circulation is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution Non-Commercial-NoDerivs (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited, the use is noncommercial, and no modifications or adaptations are made. This article is made available via the PMC Open Access Subset for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the COVID-19 pandemic or until permissions are revoked in writing. Upon expiration of these permissions, PMC is granted a perpetual license to make this article available via PMC and Europe PMC, consistent with existing copyright protections. |
spellingShingle | Original Research Articles Schupp, Jonas C. Adams, Taylor S. Cosme, Carlos Raredon, Micha Sam Brickman Yuan, Yifan Omote, Norihito Poli, Sergio Chioccioli, Maurizio Rose, Kadi-Ann Manning, Edward P. Sauler, Maor DeIuliis, Giuseppe Ahangari, Farida Neumark, Nir Habermann, Arun C. Gutierrez, Austin J. Bui, Linh T. Lafyatis, Robert Pierce, Richard W. Meyer, Kerstin B. Nawijn, Martijn C. Teichmann, Sarah A. Banovich, Nicholas E. Kropski, Jonathan A. Niklason, Laura E. Pe’er, Dana Yan, Xiting Homer, Robert J. Rosas, Ivan O. Kaminski, Naftali Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung |
title | Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung |
title_full | Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung |
title_fullStr | Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung |
title_full_unstemmed | Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung |
title_short | Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung |
title_sort | integrated single-cell atlas of endothelial cells of the human lung |
topic | Original Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300155/ https://www.ncbi.nlm.nih.gov/pubmed/34030460 http://dx.doi.org/10.1161/CIRCULATIONAHA.120.052318 |
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