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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Thoracic Society 2019
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.
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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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