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Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis
Rationale: The contributions of diverse cell populations in the human lung to pulmonary fibrosis pathogenesis are poorly understood. Single-cell RNA sequencing can reveal changes within individual cell populations during pulmonary fibrosis that are important for disease pathogenesis. Objectives: To...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Thoracic Society
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6580683/ https://www.ncbi.nlm.nih.gov/pubmed/30554520 http://dx.doi.org/10.1164/rccm.201712-2410OC |
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author | Reyfman, Paul A. Walter, James M. Joshi, Nikita Anekalla, Kishore R. McQuattie-Pimentel, Alexandra C. Chiu, Stephen Fernandez, Ramiro Akbarpour, Mahzad Chen, Ching-I Ren, Ziyou Verma, Rohan Abdala-Valencia, Hiam Nam, Kiwon Chi, Monica Han, SeungHye Gonzalez-Gonzalez, Francisco J. Soberanes, Saul Watanabe, Satoshi Williams, Kinola J. N. Flozak, Annette S. Nicholson, Trevor T. Morgan, Vince K. Winter, Deborah R. Hinchcliff, Monique Hrusch, Cara L. Guzy, Robert D. Bonham, Catherine A. Sperling, Anne I. Bag, Remzi Hamanaka, Robert B. Mutlu, Gökhan M. Yeldandi, Anjana V. Marshall, Stacy A. Shilatifard, Ali Amaral, Luis A. N. Perlman, Harris Sznajder, Jacob I. Argento, A. Christine Gillespie, Colin T. Dematte, Jane Jain, Manu Singer, Benjamin D. Ridge, Karen M. Lam, Anna P. Bharat, Ankit Bhorade, Sangeeta M. Gottardi, Cara J. Budinger, G. R. Scott Misharin, Alexander V. |
author_facet | Reyfman, Paul A. Walter, James M. Joshi, Nikita Anekalla, Kishore R. McQuattie-Pimentel, Alexandra C. Chiu, Stephen Fernandez, Ramiro Akbarpour, Mahzad Chen, Ching-I Ren, Ziyou Verma, Rohan Abdala-Valencia, Hiam Nam, Kiwon Chi, Monica Han, SeungHye Gonzalez-Gonzalez, Francisco J. Soberanes, Saul Watanabe, Satoshi Williams, Kinola J. N. Flozak, Annette S. Nicholson, Trevor T. Morgan, Vince K. Winter, Deborah R. Hinchcliff, Monique Hrusch, Cara L. Guzy, Robert D. Bonham, Catherine A. Sperling, Anne I. Bag, Remzi Hamanaka, Robert B. Mutlu, Gökhan M. Yeldandi, Anjana V. Marshall, Stacy A. Shilatifard, Ali Amaral, Luis A. N. Perlman, Harris Sznajder, Jacob I. Argento, A. Christine Gillespie, Colin T. Dematte, Jane Jain, Manu Singer, Benjamin D. Ridge, Karen M. Lam, Anna P. Bharat, Ankit Bhorade, Sangeeta M. Gottardi, Cara J. Budinger, G. R. Scott Misharin, Alexander V. |
author_sort | Reyfman, Paul A. |
collection | PubMed |
description | Rationale: The contributions of diverse cell populations in the human lung to pulmonary fibrosis pathogenesis are poorly understood. Single-cell RNA sequencing can reveal changes within individual cell populations during pulmonary fibrosis that are important for disease pathogenesis. Objectives: To determine whether single-cell RNA sequencing can reveal disease-related heterogeneity within alveolar macrophages, epithelial cells, or other cell types in lung tissue from subjects with pulmonary fibrosis compared with control subjects. Methods: We performed single-cell RNA sequencing on lung tissue obtained from eight transplant donors and eight recipients with pulmonary fibrosis and on one bronchoscopic cryobiospy sample from a patient with idiopathic pulmonary fibrosis. We validated these data using in situ RNA hybridization, immunohistochemistry, and bulk RNA-sequencing on flow-sorted cells from 22 additional subjects. Measurements and Main Results: We identified a distinct, novel population of profibrotic alveolar macrophages exclusively in patients with fibrosis. Within epithelial cells, the expression of genes involved in Wnt secretion and response was restricted to nonoverlapping cells. We identified rare cell populations including airway stem cells and senescent cells emerging during pulmonary fibrosis. We developed a web-based tool to explore these data. Conclusions: We generated a single-cell atlas of pulmonary fibrosis. Using this atlas, we demonstrated heterogeneity within alveolar macrophages and epithelial cells from subjects with pulmonary fibrosis. These results support the feasibility of discovery-based approaches using next-generation sequencing technologies to identify signaling pathways for targeting in the development of personalized therapies for patients with pulmonary fibrosis. |
format | Online Article Text |
id | pubmed-6580683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | American Thoracic Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-65806832019-07-16 Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis Reyfman, Paul A. Walter, James M. Joshi, Nikita Anekalla, Kishore R. McQuattie-Pimentel, Alexandra C. Chiu, Stephen Fernandez, Ramiro Akbarpour, Mahzad Chen, Ching-I Ren, Ziyou Verma, Rohan Abdala-Valencia, Hiam Nam, Kiwon Chi, Monica Han, SeungHye Gonzalez-Gonzalez, Francisco J. Soberanes, Saul Watanabe, Satoshi Williams, Kinola J. N. Flozak, Annette S. Nicholson, Trevor T. Morgan, Vince K. Winter, Deborah R. Hinchcliff, Monique Hrusch, Cara L. Guzy, Robert D. Bonham, Catherine A. Sperling, Anne I. Bag, Remzi Hamanaka, Robert B. Mutlu, Gökhan M. Yeldandi, Anjana V. Marshall, Stacy A. Shilatifard, Ali Amaral, Luis A. N. Perlman, Harris Sznajder, Jacob I. Argento, A. Christine Gillespie, Colin T. Dematte, Jane Jain, Manu Singer, Benjamin D. Ridge, Karen M. Lam, Anna P. Bharat, Ankit Bhorade, Sangeeta M. Gottardi, Cara J. Budinger, G. R. Scott Misharin, Alexander V. Am J Respir Crit Care Med Original Articles Rationale: The contributions of diverse cell populations in the human lung to pulmonary fibrosis pathogenesis are poorly understood. Single-cell RNA sequencing can reveal changes within individual cell populations during pulmonary fibrosis that are important for disease pathogenesis. Objectives: To determine whether single-cell RNA sequencing can reveal disease-related heterogeneity within alveolar macrophages, epithelial cells, or other cell types in lung tissue from subjects with pulmonary fibrosis compared with control subjects. Methods: We performed single-cell RNA sequencing on lung tissue obtained from eight transplant donors and eight recipients with pulmonary fibrosis and on one bronchoscopic cryobiospy sample from a patient with idiopathic pulmonary fibrosis. We validated these data using in situ RNA hybridization, immunohistochemistry, and bulk RNA-sequencing on flow-sorted cells from 22 additional subjects. Measurements and Main Results: We identified a distinct, novel population of profibrotic alveolar macrophages exclusively in patients with fibrosis. Within epithelial cells, the expression of genes involved in Wnt secretion and response was restricted to nonoverlapping cells. We identified rare cell populations including airway stem cells and senescent cells emerging during pulmonary fibrosis. We developed a web-based tool to explore these data. Conclusions: We generated a single-cell atlas of pulmonary fibrosis. Using this atlas, we demonstrated heterogeneity within alveolar macrophages and epithelial cells from subjects with pulmonary fibrosis. These results support the feasibility of discovery-based approaches using next-generation sequencing technologies to identify signaling pathways for targeting in the development of personalized therapies for patients with pulmonary fibrosis. American Thoracic Society 2019-06-15 2019-06-15 /pmc/articles/PMC6580683/ /pubmed/30554520 http://dx.doi.org/10.1164/rccm.201712-2410OC Text en Copyright © 2019 by the American Thoracic Society https://creativecommons.org/licenses/by-nc-nd/4.0/This article is open access and distributed under the terms of the Creative Commons Attribution Non-Commercial No Derivatives License 4.0 (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ). For commercial usage and reprints, please contact Diane Gern (dgern@thoracic.org). |
spellingShingle | Original Articles Reyfman, Paul A. Walter, James M. Joshi, Nikita Anekalla, Kishore R. McQuattie-Pimentel, Alexandra C. Chiu, Stephen Fernandez, Ramiro Akbarpour, Mahzad Chen, Ching-I Ren, Ziyou Verma, Rohan Abdala-Valencia, Hiam Nam, Kiwon Chi, Monica Han, SeungHye Gonzalez-Gonzalez, Francisco J. Soberanes, Saul Watanabe, Satoshi Williams, Kinola J. N. Flozak, Annette S. Nicholson, Trevor T. Morgan, Vince K. Winter, Deborah R. Hinchcliff, Monique Hrusch, Cara L. Guzy, Robert D. Bonham, Catherine A. Sperling, Anne I. Bag, Remzi Hamanaka, Robert B. Mutlu, Gökhan M. Yeldandi, Anjana V. Marshall, Stacy A. Shilatifard, Ali Amaral, Luis A. N. Perlman, Harris Sznajder, Jacob I. Argento, A. Christine Gillespie, Colin T. Dematte, Jane Jain, Manu Singer, Benjamin D. Ridge, Karen M. Lam, Anna P. Bharat, Ankit Bhorade, Sangeeta M. Gottardi, Cara J. Budinger, G. R. Scott Misharin, Alexander V. Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis |
title | Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis |
title_full | Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis |
title_fullStr | Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis |
title_full_unstemmed | Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis |
title_short | Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis |
title_sort | single-cell transcriptomic analysis of human lung provides insights into the pathobiology of pulmonary fibrosis |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6580683/ https://www.ncbi.nlm.nih.gov/pubmed/30554520 http://dx.doi.org/10.1164/rccm.201712-2410OC |
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