Mind the Map: Technology Shapes the Myeloid Cell Space

The myeloid cell system shows very high plasticity, which is crucial to quickly adapt to changes during an immune response. From the beginning, this high plasticity has made cell type classification within the myeloid cell system difficult. Not surprising, naming schemes have been frequently changed...

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Main Authors: Patrick Günther, Joachim L. Schultze
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fimmu.2019.02287/full
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spelling doaj-3560684b0841441c8f49b61142a65a262020-11-25T01:55:03ZengFrontiers Media S.A.Frontiers in Immunology1664-32242019-10-011010.3389/fimmu.2019.02287482403Mind the Map: Technology Shapes the Myeloid Cell SpacePatrick Günther0Patrick Günther1Joachim L. Schultze2Joachim L. Schultze3Genomics and Immunoregulation, Life and Medical Sciences Institute (LIMES), University of Bonn, Bonn, GermanyPlatform for Single Cell Genomics and Epigenomics, German Center for Neurodegenerative Diseases and University of Bonn, Bonn, GermanyGenomics and Immunoregulation, Life and Medical Sciences Institute (LIMES), University of Bonn, Bonn, GermanyPlatform for Single Cell Genomics and Epigenomics, German Center for Neurodegenerative Diseases and University of Bonn, Bonn, GermanyThe myeloid cell system shows very high plasticity, which is crucial to quickly adapt to changes during an immune response. From the beginning, this high plasticity has made cell type classification within the myeloid cell system difficult. Not surprising, naming schemes have been frequently changed. Recent advancements in multidimensional technologies, including mass cytometry and single-cell RNA sequencing, are challenging our current understanding of cell types, cell subsets, and functional states of cells. Despite the power of these technologies to create new reference maps for the myeloid cell system, it is essential to put these new results into context with previous knowledge that was established over decades. Here we report on earlier attempts of cell type classification in the myeloid cell system, discuss current approaches and their pros and cons, and propose future strategies for cell type classification within the myeloid cell system that can be easily extended to other cell types.https://www.frontiersin.org/article/10.3389/fimmu.2019.02287/fullmonocytesdendritic cellshuman peripheral bloodmultidimensionalsingle-cell RNA sequencingmass cytometry
collection DOAJ
language English
format Article
sources DOAJ
author Patrick Günther
Patrick Günther
Joachim L. Schultze
Joachim L. Schultze
spellingShingle Patrick Günther
Patrick Günther
Joachim L. Schultze
Joachim L. Schultze
Mind the Map: Technology Shapes the Myeloid Cell Space
Frontiers in Immunology
monocytes
dendritic cells
human peripheral blood
multidimensional
single-cell RNA sequencing
mass cytometry
author_facet Patrick Günther
Patrick Günther
Joachim L. Schultze
Joachim L. Schultze
author_sort Patrick Günther
title Mind the Map: Technology Shapes the Myeloid Cell Space
title_short Mind the Map: Technology Shapes the Myeloid Cell Space
title_full Mind the Map: Technology Shapes the Myeloid Cell Space
title_fullStr Mind the Map: Technology Shapes the Myeloid Cell Space
title_full_unstemmed Mind the Map: Technology Shapes the Myeloid Cell Space
title_sort mind the map: technology shapes the myeloid cell space
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2019-10-01
description The myeloid cell system shows very high plasticity, which is crucial to quickly adapt to changes during an immune response. From the beginning, this high plasticity has made cell type classification within the myeloid cell system difficult. Not surprising, naming schemes have been frequently changed. Recent advancements in multidimensional technologies, including mass cytometry and single-cell RNA sequencing, are challenging our current understanding of cell types, cell subsets, and functional states of cells. Despite the power of these technologies to create new reference maps for the myeloid cell system, it is essential to put these new results into context with previous knowledge that was established over decades. Here we report on earlier attempts of cell type classification in the myeloid cell system, discuss current approaches and their pros and cons, and propose future strategies for cell type classification within the myeloid cell system that can be easily extended to other cell types.
topic monocytes
dendritic cells
human peripheral blood
multidimensional
single-cell RNA sequencing
mass cytometry
url https://www.frontiersin.org/article/10.3389/fimmu.2019.02287/full
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