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Breathing fresh air into respiratory research with single-cell RNA sequencing
The complex cellular heterogeneity of the lung poses a unique challenge to researchers in the field. While the use of bulk RNA sequencing has become a ubiquitous technology in systems biology, the technique necessarily averages out individual contributions to the overall transcriptional landscape of...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
European Respiratory Society
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7719403/ https://www.ncbi.nlm.nih.gov/pubmed/32620586 http://dx.doi.org/10.1183/16000617.0060-2020 |
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author | Alexander, Michael J. Budinger, G.R. Scott Reyfman, Paul A. |
author_facet | Alexander, Michael J. Budinger, G.R. Scott Reyfman, Paul A. |
author_sort | Alexander, Michael J. |
collection | PubMed |
description | The complex cellular heterogeneity of the lung poses a unique challenge to researchers in the field. While the use of bulk RNA sequencing has become a ubiquitous technology in systems biology, the technique necessarily averages out individual contributions to the overall transcriptional landscape of a tissue. Single-cell RNA sequencing (scRNA-seq) provides a robust, unbiased survey of the transcriptome comparable to bulk RNA sequencing while preserving information on cellular heterogeneity. In just a few years since this technology was developed, scRNA-seq has already been adopted widely in respiratory research and has contributed to impressive advancements such as the discoveries of the pulmonary ionocyte and of a profibrotic macrophage population in pulmonary fibrosis. In this review, we discuss general technical considerations when considering the use of scRNA-seq and examine how leading investigators have applied the technology to gain novel insights into respiratory biology, from development to disease. In addition, we discuss the evolution of single-cell technologies with a focus on spatial and multi-omics approaches that promise to drive continued innovation in respiratory research. |
format | Online Article Text |
id | pubmed-7719403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | European Respiratory Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-77194032020-12-06 Breathing fresh air into respiratory research with single-cell RNA sequencing Alexander, Michael J. Budinger, G.R. Scott Reyfman, Paul A. Eur Respir Rev Reviews The complex cellular heterogeneity of the lung poses a unique challenge to researchers in the field. While the use of bulk RNA sequencing has become a ubiquitous technology in systems biology, the technique necessarily averages out individual contributions to the overall transcriptional landscape of a tissue. Single-cell RNA sequencing (scRNA-seq) provides a robust, unbiased survey of the transcriptome comparable to bulk RNA sequencing while preserving information on cellular heterogeneity. In just a few years since this technology was developed, scRNA-seq has already been adopted widely in respiratory research and has contributed to impressive advancements such as the discoveries of the pulmonary ionocyte and of a profibrotic macrophage population in pulmonary fibrosis. In this review, we discuss general technical considerations when considering the use of scRNA-seq and examine how leading investigators have applied the technology to gain novel insights into respiratory biology, from development to disease. In addition, we discuss the evolution of single-cell technologies with a focus on spatial and multi-omics approaches that promise to drive continued innovation in respiratory research. European Respiratory Society 2020-07-03 /pmc/articles/PMC7719403/ /pubmed/32620586 http://dx.doi.org/10.1183/16000617.0060-2020 Text en Copyright ©ERS 2020. https://creativecommons.org/licenses/by-nc/4.0/This article is open access and distributed under the terms of the Creative Commons Attribution Non-Commercial Licence 4.0. |
spellingShingle | Reviews Alexander, Michael J. Budinger, G.R. Scott Reyfman, Paul A. Breathing fresh air into respiratory research with single-cell RNA sequencing |
title | Breathing fresh air into respiratory research with single-cell RNA sequencing |
title_full | Breathing fresh air into respiratory research with single-cell RNA sequencing |
title_fullStr | Breathing fresh air into respiratory research with single-cell RNA sequencing |
title_full_unstemmed | Breathing fresh air into respiratory research with single-cell RNA sequencing |
title_short | Breathing fresh air into respiratory research with single-cell RNA sequencing |
title_sort | breathing fresh air into respiratory research with single-cell rna sequencing |
topic | Reviews |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7719403/ https://www.ncbi.nlm.nih.gov/pubmed/32620586 http://dx.doi.org/10.1183/16000617.0060-2020 |
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