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Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation

In response to injury, adult Schwann cells (SCs) re-enter the cell cycle, change their expression profile, and exert repair functions important for wound healing and the re-growth of axons. While this phenotypical instability of SCs is essential for nerve regeneration, it has also been implicated in...

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Autores principales: Weiss, Tamara, Semmler, Lorenz, Millesi, Flavia, Mann, Anda, Haertinger, Maximilian, Salzmann, Manuel, Radtke, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7244157/
https://www.ncbi.nlm.nih.gov/pubmed/32442229
http://dx.doi.org/10.1371/journal.pone.0233647
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author Weiss, Tamara
Semmler, Lorenz
Millesi, Flavia
Mann, Anda
Haertinger, Maximilian
Salzmann, Manuel
Radtke, Christine
author_facet Weiss, Tamara
Semmler, Lorenz
Millesi, Flavia
Mann, Anda
Haertinger, Maximilian
Salzmann, Manuel
Radtke, Christine
author_sort Weiss, Tamara
collection PubMed
description In response to injury, adult Schwann cells (SCs) re-enter the cell cycle, change their expression profile, and exert repair functions important for wound healing and the re-growth of axons. While this phenotypical instability of SCs is essential for nerve regeneration, it has also been implicated in cancer progression and de-myelinating neuropathies. Thus, SCs became an important research tool to study the molecular mechanisms involved in repair and disease and to identify targets for therapeutic intervention. A high purity of isolated SC cultures used for experimentation must be demonstrated to exclude that novel findings are derived from a contaminating fibroblasts population. In addition, information about the SC proliferation status is an important parameter to be determined in response to different treatments. The evaluation of SC purity and proliferation, however, usually depends on the time consuming, manual assessment of immunofluorescence stainings or comes with the sacrifice of a large amount of SCs for flow cytometry analysis. We here show that rat SC culture derived cytospins stained for SC marker SOX10, proliferation marker EdU, intermediate filament vimentin and DAPI allowed the determination of SC identity and proliferation by requiring only a small number of cells. Furthermore, the CellProfiler software was used to develop an automated image analysis pipeline that quantified SCs and proliferating SCs from the obtained immunofluorescence images. By comparing the results of total cell count, SC purity and SC proliferation rate between manual counting and the CellProfiler output, we demonstrated applicability and reliability of the established pipeline. In conclusion, we here combined the cytospin technique, a multi-colour immunofluorescence staining panel, and an automated image analysis pipeline to enable the quantification of SC purity and SC proliferation from small cell aliquots. This procedure represents a solid read-out to simplify and standardize the quantification of primary SC culture purity and proliferation.
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spelling pubmed-72441572020-06-03 Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation Weiss, Tamara Semmler, Lorenz Millesi, Flavia Mann, Anda Haertinger, Maximilian Salzmann, Manuel Radtke, Christine PLoS One Research Article In response to injury, adult Schwann cells (SCs) re-enter the cell cycle, change their expression profile, and exert repair functions important for wound healing and the re-growth of axons. While this phenotypical instability of SCs is essential for nerve regeneration, it has also been implicated in cancer progression and de-myelinating neuropathies. Thus, SCs became an important research tool to study the molecular mechanisms involved in repair and disease and to identify targets for therapeutic intervention. A high purity of isolated SC cultures used for experimentation must be demonstrated to exclude that novel findings are derived from a contaminating fibroblasts population. In addition, information about the SC proliferation status is an important parameter to be determined in response to different treatments. The evaluation of SC purity and proliferation, however, usually depends on the time consuming, manual assessment of immunofluorescence stainings or comes with the sacrifice of a large amount of SCs for flow cytometry analysis. We here show that rat SC culture derived cytospins stained for SC marker SOX10, proliferation marker EdU, intermediate filament vimentin and DAPI allowed the determination of SC identity and proliferation by requiring only a small number of cells. Furthermore, the CellProfiler software was used to develop an automated image analysis pipeline that quantified SCs and proliferating SCs from the obtained immunofluorescence images. By comparing the results of total cell count, SC purity and SC proliferation rate between manual counting and the CellProfiler output, we demonstrated applicability and reliability of the established pipeline. In conclusion, we here combined the cytospin technique, a multi-colour immunofluorescence staining panel, and an automated image analysis pipeline to enable the quantification of SC purity and SC proliferation from small cell aliquots. This procedure represents a solid read-out to simplify and standardize the quantification of primary SC culture purity and proliferation. Public Library of Science 2020-05-22 /pmc/articles/PMC7244157/ /pubmed/32442229 http://dx.doi.org/10.1371/journal.pone.0233647 Text en © 2020 Weiss et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Weiss, Tamara
Semmler, Lorenz
Millesi, Flavia
Mann, Anda
Haertinger, Maximilian
Salzmann, Manuel
Radtke, Christine
Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation
title Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation
title_full Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation
title_fullStr Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation
title_full_unstemmed Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation
title_short Automated image analysis of stained cytospins to quantify Schwann cell purity and proliferation
title_sort automated image analysis of stained cytospins to quantify schwann cell purity and proliferation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7244157/
https://www.ncbi.nlm.nih.gov/pubmed/32442229
http://dx.doi.org/10.1371/journal.pone.0233647
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