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Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species
Mesenchymal stem cells (MSCs) are a promising candidate for both human and veterinary regenerative medicine applications because of their abundance and ability to differentiate into several lineages. Mesenchymal stem cells are however a heterogeneous cell population and as such, it is imperative tha...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608146/ https://www.ncbi.nlm.nih.gov/pubmed/36311666 http://dx.doi.org/10.3389/fvets.2022.987045 |
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author | Heyman, Emma Meeremans, Marguerite Devriendt, Bert Olenic, Maria Chiers, Koen De Schauwer, Catharina |
author_facet | Heyman, Emma Meeremans, Marguerite Devriendt, Bert Olenic, Maria Chiers, Koen De Schauwer, Catharina |
author_sort | Heyman, Emma |
collection | PubMed |
description | Mesenchymal stem cells (MSCs) are a promising candidate for both human and veterinary regenerative medicine applications because of their abundance and ability to differentiate into several lineages. Mesenchymal stem cells are however a heterogeneous cell population and as such, it is imperative that they are unequivocally characterized to acquire reproducible results in clinical trials. Although the tri-lineage differentiation potential of MSCs is reported in most veterinary studies, a qualitative evaluation of representative histological images does not always unambiguously confirm tri-lineage differentiation. Moreover, potential differences in differentiation capacity are not identified. Therefore, quantification of tri-lineage differentiation would greatly enhance proper characterization of MSCs. In this study, a method to quantify the tri-lineage differentiation potential of MSCs is described using digital image analysis, based on the color deconvolution plug-in (ImageJ). Mesenchymal stem cells from three species, i.e., bovine, equine, and porcine, were differentiated toward adipocytes, chondrocytes, and osteocytes. Subsequently, differentiated MSCs were stained with Oil Red O, Alcian Blue, and Alizarin Red S, respectively. Next, a differentiation ratio (DR) was obtained by dividing the area % of the differentiation signal by the area % of the nuclear signal. Although MSCs isolated from all donors in all species were capable of tri-lineage differentiation, differences were demonstrated between donors using this quantitative DR. Our straightforward, simple but robust method represents an elegant approach to determine the degree of MSC tri-lineage differentiation across species. As such, differences in differentiation potential within the heterogeneous MSC population and between different MSC sources can easily be identified, which will support further optimization of regenerative therapies. |
format | Online Article Text |
id | pubmed-9608146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96081462022-10-28 Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species Heyman, Emma Meeremans, Marguerite Devriendt, Bert Olenic, Maria Chiers, Koen De Schauwer, Catharina Front Vet Sci Veterinary Science Mesenchymal stem cells (MSCs) are a promising candidate for both human and veterinary regenerative medicine applications because of their abundance and ability to differentiate into several lineages. Mesenchymal stem cells are however a heterogeneous cell population and as such, it is imperative that they are unequivocally characterized to acquire reproducible results in clinical trials. Although the tri-lineage differentiation potential of MSCs is reported in most veterinary studies, a qualitative evaluation of representative histological images does not always unambiguously confirm tri-lineage differentiation. Moreover, potential differences in differentiation capacity are not identified. Therefore, quantification of tri-lineage differentiation would greatly enhance proper characterization of MSCs. In this study, a method to quantify the tri-lineage differentiation potential of MSCs is described using digital image analysis, based on the color deconvolution plug-in (ImageJ). Mesenchymal stem cells from three species, i.e., bovine, equine, and porcine, were differentiated toward adipocytes, chondrocytes, and osteocytes. Subsequently, differentiated MSCs were stained with Oil Red O, Alcian Blue, and Alizarin Red S, respectively. Next, a differentiation ratio (DR) was obtained by dividing the area % of the differentiation signal by the area % of the nuclear signal. Although MSCs isolated from all donors in all species were capable of tri-lineage differentiation, differences were demonstrated between donors using this quantitative DR. Our straightforward, simple but robust method represents an elegant approach to determine the degree of MSC tri-lineage differentiation across species. As such, differences in differentiation potential within the heterogeneous MSC population and between different MSC sources can easily be identified, which will support further optimization of regenerative therapies. Frontiers Media S.A. 2022-10-13 /pmc/articles/PMC9608146/ /pubmed/36311666 http://dx.doi.org/10.3389/fvets.2022.987045 Text en Copyright © 2022 Heyman, Meeremans, Devriendt, Olenic, Chiers and De Schauwer. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Veterinary Science Heyman, Emma Meeremans, Marguerite Devriendt, Bert Olenic, Maria Chiers, Koen De Schauwer, Catharina Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species |
title | Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species |
title_full | Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species |
title_fullStr | Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species |
title_full_unstemmed | Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species |
title_short | Validation of a color deconvolution method to quantify MSC tri-lineage differentiation across species |
title_sort | validation of a color deconvolution method to quantify msc tri-lineage differentiation across species |
topic | Veterinary Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608146/ https://www.ncbi.nlm.nih.gov/pubmed/36311666 http://dx.doi.org/10.3389/fvets.2022.987045 |
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