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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...

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Autores principales: Heyman, Emma, Meeremans, Marguerite, Devriendt, Bert, Olenic, Maria, Chiers, Koen, De Schauwer, Catharina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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