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What has single‐cell RNA sequencing revealed about microglial neuroimmunology?

The use of single‐cell RNA sequencing (scRNA‐seq) in microglial research is increasing rapidly. The basic workflow of this approach consists of isolating single cells, followed by sequencing. scRNA‐seq is capable of examining microglial heterogeneity on a cellular level. However, the results gained...

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Autores principales: Kubick, Norwin, Henckell Flournoy, Patrick C., Klimovich, Pavel, Manda, Gina, Mickael, Michel‐Edwar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654416/
https://www.ncbi.nlm.nih.gov/pubmed/33085226
http://dx.doi.org/10.1002/iid3.362
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author Kubick, Norwin
Henckell Flournoy, Patrick C.
Klimovich, Pavel
Manda, Gina
Mickael, Michel‐Edwar
author_facet Kubick, Norwin
Henckell Flournoy, Patrick C.
Klimovich, Pavel
Manda, Gina
Mickael, Michel‐Edwar
author_sort Kubick, Norwin
collection PubMed
description The use of single‐cell RNA sequencing (scRNA‐seq) in microglial research is increasing rapidly. The basic workflow of this approach consists of isolating single cells, followed by sequencing. scRNA‐seq is capable of examining microglial heterogeneity on a cellular level. However, the results gained from applying this technique suffer from discrepancies due to differences between applied methods characteristics such as the number of cells sequenced and the depth of sequencing. This review aims to shed more light on the recent developments that happened in this field and how they are related to the methods used. To do that, we track the progress and limitations of various scRNA‐seq methods currently available. The review then summarizes the current knowledge gained using scRNA‐seq in the field of microglia, including novel subpopulations associated with function and development under homeostasis as well during several pathological conditions such as Alzheimer, lipopolysaccharide response, and HIV in relation to the methods employed. Our review points out that despite major developments found using this technique, current scRNA‐seq methods suffer from high cost, low yields, and nonstandardization of generated data. Additional development of scRNA‐seq methods will raise our awareness of microglia's heterogeneity and plasticity under healthy and pathological conditions.
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spelling pubmed-76544162020-11-16 What has single‐cell RNA sequencing revealed about microglial neuroimmunology? Kubick, Norwin Henckell Flournoy, Patrick C. Klimovich, Pavel Manda, Gina Mickael, Michel‐Edwar Immun Inflamm Dis Reviews The use of single‐cell RNA sequencing (scRNA‐seq) in microglial research is increasing rapidly. The basic workflow of this approach consists of isolating single cells, followed by sequencing. scRNA‐seq is capable of examining microglial heterogeneity on a cellular level. However, the results gained from applying this technique suffer from discrepancies due to differences between applied methods characteristics such as the number of cells sequenced and the depth of sequencing. This review aims to shed more light on the recent developments that happened in this field and how they are related to the methods used. To do that, we track the progress and limitations of various scRNA‐seq methods currently available. The review then summarizes the current knowledge gained using scRNA‐seq in the field of microglia, including novel subpopulations associated with function and development under homeostasis as well during several pathological conditions such as Alzheimer, lipopolysaccharide response, and HIV in relation to the methods employed. Our review points out that despite major developments found using this technique, current scRNA‐seq methods suffer from high cost, low yields, and nonstandardization of generated data. Additional development of scRNA‐seq methods will raise our awareness of microglia's heterogeneity and plasticity under healthy and pathological conditions. John Wiley and Sons Inc. 2020-10-21 /pmc/articles/PMC7654416/ /pubmed/33085226 http://dx.doi.org/10.1002/iid3.362 Text en © 2020 The Authors. Immunity, Inflammation and Disease Published by John Wiley & Sons Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Reviews
Kubick, Norwin
Henckell Flournoy, Patrick C.
Klimovich, Pavel
Manda, Gina
Mickael, Michel‐Edwar
What has single‐cell RNA sequencing revealed about microglial neuroimmunology?
title What has single‐cell RNA sequencing revealed about microglial neuroimmunology?
title_full What has single‐cell RNA sequencing revealed about microglial neuroimmunology?
title_fullStr What has single‐cell RNA sequencing revealed about microglial neuroimmunology?
title_full_unstemmed What has single‐cell RNA sequencing revealed about microglial neuroimmunology?
title_short What has single‐cell RNA sequencing revealed about microglial neuroimmunology?
title_sort what has single‐cell rna sequencing revealed about microglial neuroimmunology?
topic Reviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654416/
https://www.ncbi.nlm.nih.gov/pubmed/33085226
http://dx.doi.org/10.1002/iid3.362
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