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A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications

RNA sequencing (RNA-seq) is a genomic approach for the detection and quantitative analysis of messenger RNA molecules in a biological sample and is useful for studying cellular responses. RNA-seq has fueled much discovery and innovation in medicine over recent years. For practical reasons, the techn...

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Autores principales: Haque, Ashraful, Engel, Jessica, Teichmann, Sarah A., Lönnberg, Tapio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5561556/
https://www.ncbi.nlm.nih.gov/pubmed/28821273
http://dx.doi.org/10.1186/s13073-017-0467-4
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author Haque, Ashraful
Engel, Jessica
Teichmann, Sarah A.
Lönnberg, Tapio
author_facet Haque, Ashraful
Engel, Jessica
Teichmann, Sarah A.
Lönnberg, Tapio
author_sort Haque, Ashraful
collection PubMed
description RNA sequencing (RNA-seq) is a genomic approach for the detection and quantitative analysis of messenger RNA molecules in a biological sample and is useful for studying cellular responses. RNA-seq has fueled much discovery and innovation in medicine over recent years. For practical reasons, the technique is usually conducted on samples comprising thousands to millions of cells. However, this has hindered direct assessment of the fundamental unit of biology—the cell. Since the first single-cell RNA-sequencing (scRNA-seq) study was published in 2009, many more have been conducted, mostly by specialist laboratories with unique skills in wet-lab single-cell genomics, bioinformatics, and computation. However, with the increasing commercial availability of scRNA-seq platforms, and the rapid ongoing maturation of bioinformatics approaches, a point has been reached where any biomedical researcher or clinician can use scRNA-seq to make exciting discoveries. In this review, we present a practical guide to help researchers design their first scRNA-seq studies, including introductory information on experimental hardware, protocol choice, quality control, data analysis and biological interpretation.
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spelling pubmed-55615562017-08-18 A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications Haque, Ashraful Engel, Jessica Teichmann, Sarah A. Lönnberg, Tapio Genome Med Review RNA sequencing (RNA-seq) is a genomic approach for the detection and quantitative analysis of messenger RNA molecules in a biological sample and is useful for studying cellular responses. RNA-seq has fueled much discovery and innovation in medicine over recent years. For practical reasons, the technique is usually conducted on samples comprising thousands to millions of cells. However, this has hindered direct assessment of the fundamental unit of biology—the cell. Since the first single-cell RNA-sequencing (scRNA-seq) study was published in 2009, many more have been conducted, mostly by specialist laboratories with unique skills in wet-lab single-cell genomics, bioinformatics, and computation. However, with the increasing commercial availability of scRNA-seq platforms, and the rapid ongoing maturation of bioinformatics approaches, a point has been reached where any biomedical researcher or clinician can use scRNA-seq to make exciting discoveries. In this review, we present a practical guide to help researchers design their first scRNA-seq studies, including introductory information on experimental hardware, protocol choice, quality control, data analysis and biological interpretation. BioMed Central 2017-08-18 /pmc/articles/PMC5561556/ /pubmed/28821273 http://dx.doi.org/10.1186/s13073-017-0467-4 Text en © Schwartz et al. 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Review
Haque, Ashraful
Engel, Jessica
Teichmann, Sarah A.
Lönnberg, Tapio
A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications
title A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications
title_full A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications
title_fullStr A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications
title_full_unstemmed A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications
title_short A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications
title_sort practical guide to single-cell rna-sequencing for biomedical research and clinical applications
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5561556/
https://www.ncbi.nlm.nih.gov/pubmed/28821273
http://dx.doi.org/10.1186/s13073-017-0467-4
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