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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...

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Detalles Bibliográficos
Autores principales: Alexander, Michael J., Budinger, G.R. Scott, Reyfman, Paul A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: European Respiratory Society 2020
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.
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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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