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Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts
Lung regeneration occurs in a variety of adult mammals after surgical removal of one lung (pneumonectomy). Previous studies of murine post-pneumonectomy lung growth have identified regenerative “hotspots” in subpleural alveolar ducts; however, the cell-types participating in this process remain uncl...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7186418/ https://www.ncbi.nlm.nih.gov/pubmed/32373614 http://dx.doi.org/10.3389/fmed.2020.00112 |
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author | Ysasi, Alexandra B. Bennett, Robert D. Wagner, Willi Valenzuela, Cristian D. Servais, Andrew B. Tsuda, Akira Pyne, Saumyadipta Li, Shuqiang Grimsby, Jonna Pokharel, Prapti Livak, Kenneth J. Ackermann, Maximilian Blainey, Paul C. Mentzer, Steven J. |
author_facet | Ysasi, Alexandra B. Bennett, Robert D. Wagner, Willi Valenzuela, Cristian D. Servais, Andrew B. Tsuda, Akira Pyne, Saumyadipta Li, Shuqiang Grimsby, Jonna Pokharel, Prapti Livak, Kenneth J. Ackermann, Maximilian Blainey, Paul C. Mentzer, Steven J. |
author_sort | Ysasi, Alexandra B. |
collection | PubMed |
description | Lung regeneration occurs in a variety of adult mammals after surgical removal of one lung (pneumonectomy). Previous studies of murine post-pneumonectomy lung growth have identified regenerative “hotspots” in subpleural alveolar ducts; however, the cell-types participating in this process remain unclear. To identify the single cells participating in post-pneumonectomy lung growth, we used laser microdissection, enzymatic digestion and microfluidic isolation. Single-cell transcriptional analysis of the murine alveolar duct cells was performed using the C1 integrated fluidic circuit (Fluidigm) and a custom PCR panel designed for lung growth and repair genes. The multi-dimensional data set was analyzed using visualization software based on the tSNE algorithm. The analysis identified 6 cell clusters; 1 cell cluster was present only after pneumonectomy. This post-pneumonectomy cluster was significantly less transcriptionally active than 3 other clusters and may represent a transitional cell population. A provisional cluster identity for 4 of the 6 cell clusters was obtained by embedding bulk transcriptional data into the tSNE analysis. The transcriptional pattern of the 6 clusters was further analyzed for genes associated with lung repair, matrix production, and angiogenesis. The data demonstrated that multiple cell-types (clusters) transcribed genes linked to these basic functions. We conclude that the coordinated gene expression across multiple cell clusters is likely a response to a shared regenerative microenvironment within the subpleural alveolar ducts. |
format | Online Article Text |
id | pubmed-7186418 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71864182020-05-05 Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts Ysasi, Alexandra B. Bennett, Robert D. Wagner, Willi Valenzuela, Cristian D. Servais, Andrew B. Tsuda, Akira Pyne, Saumyadipta Li, Shuqiang Grimsby, Jonna Pokharel, Prapti Livak, Kenneth J. Ackermann, Maximilian Blainey, Paul C. Mentzer, Steven J. Front Med (Lausanne) Medicine Lung regeneration occurs in a variety of adult mammals after surgical removal of one lung (pneumonectomy). Previous studies of murine post-pneumonectomy lung growth have identified regenerative “hotspots” in subpleural alveolar ducts; however, the cell-types participating in this process remain unclear. To identify the single cells participating in post-pneumonectomy lung growth, we used laser microdissection, enzymatic digestion and microfluidic isolation. Single-cell transcriptional analysis of the murine alveolar duct cells was performed using the C1 integrated fluidic circuit (Fluidigm) and a custom PCR panel designed for lung growth and repair genes. The multi-dimensional data set was analyzed using visualization software based on the tSNE algorithm. The analysis identified 6 cell clusters; 1 cell cluster was present only after pneumonectomy. This post-pneumonectomy cluster was significantly less transcriptionally active than 3 other clusters and may represent a transitional cell population. A provisional cluster identity for 4 of the 6 cell clusters was obtained by embedding bulk transcriptional data into the tSNE analysis. The transcriptional pattern of the 6 clusters was further analyzed for genes associated with lung repair, matrix production, and angiogenesis. The data demonstrated that multiple cell-types (clusters) transcribed genes linked to these basic functions. We conclude that the coordinated gene expression across multiple cell clusters is likely a response to a shared regenerative microenvironment within the subpleural alveolar ducts. Frontiers Media S.A. 2020-04-21 /pmc/articles/PMC7186418/ /pubmed/32373614 http://dx.doi.org/10.3389/fmed.2020.00112 Text en Copyright © 2020 Ysasi, Bennett, Wagner, Valenzuela, Servais, Tsuda, Pyne, Li, Grimsby, Pokharel, Livak, Ackermann, Blainey and Mentzer. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Ysasi, Alexandra B. Bennett, Robert D. Wagner, Willi Valenzuela, Cristian D. Servais, Andrew B. Tsuda, Akira Pyne, Saumyadipta Li, Shuqiang Grimsby, Jonna Pokharel, Prapti Livak, Kenneth J. Ackermann, Maximilian Blainey, Paul C. Mentzer, Steven J. Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts |
title | Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts |
title_full | Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts |
title_fullStr | Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts |
title_full_unstemmed | Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts |
title_short | Single-Cell Transcriptional Profiling of Cells Derived From Regenerating Alveolar Ducts |
title_sort | single-cell transcriptional profiling of cells derived from regenerating alveolar ducts |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7186418/ https://www.ncbi.nlm.nih.gov/pubmed/32373614 http://dx.doi.org/10.3389/fmed.2020.00112 |
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