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Single-cell differences in matrix gene expression do not predict matrix deposition
Mesenchymal stem cells (MSCs) display substantial cell-to-cell heterogeneity, complicating their use in regenerative medicine. However, conventional bulk assays mask this variability. Here we show that both chondrocytes and chondrogenically induced MSCs exhibit substantial mRNA expression heterogene...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782061/ https://www.ncbi.nlm.nih.gov/pubmed/26936319 http://dx.doi.org/10.1038/ncomms10865 |
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author | Cote, Allison J. McLeod, Claire M. Farrell, Megan J. McClanahan, Patrick D. Dunagin, Margaret C. Raj, Arjun Mauck, Robert L. |
author_facet | Cote, Allison J. McLeod, Claire M. Farrell, Megan J. McClanahan, Patrick D. Dunagin, Margaret C. Raj, Arjun Mauck, Robert L. |
author_sort | Cote, Allison J. |
collection | PubMed |
description | Mesenchymal stem cells (MSCs) display substantial cell-to-cell heterogeneity, complicating their use in regenerative medicine. However, conventional bulk assays mask this variability. Here we show that both chondrocytes and chondrogenically induced MSCs exhibit substantial mRNA expression heterogeneity. Single-molecule RNA FISH to measure mRNA expression of differentiation markers in single cells reveals that sister cell pairs have high levels of mRNA variability, suggesting that marker expression is not heritable. Surprisingly, this variability does not correlate with cell-to-cell differences in cartilage-like matrix production. Transcriptome-wide analysis suggests that no combination of markers can predict functional potential. De-differentiating chondrocytes also show a disconnect between mRNA expression of the cartilage marker aggrecan and cartilage-like matrix accumulation. Altogether, these quantitative analyses suggest that sorting subpopulations based on these markers would only marginally enrich the progenitor population for ‘superior' MSCs. Our results suggest that instantaneous mRNA abundance of canonical markers is tenuously linked to the chondrogenic phenotype at the single-cell level. |
format | Online Article Text |
id | pubmed-4782061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-47820612016-03-15 Single-cell differences in matrix gene expression do not predict matrix deposition Cote, Allison J. McLeod, Claire M. Farrell, Megan J. McClanahan, Patrick D. Dunagin, Margaret C. Raj, Arjun Mauck, Robert L. Nat Commun Article Mesenchymal stem cells (MSCs) display substantial cell-to-cell heterogeneity, complicating their use in regenerative medicine. However, conventional bulk assays mask this variability. Here we show that both chondrocytes and chondrogenically induced MSCs exhibit substantial mRNA expression heterogeneity. Single-molecule RNA FISH to measure mRNA expression of differentiation markers in single cells reveals that sister cell pairs have high levels of mRNA variability, suggesting that marker expression is not heritable. Surprisingly, this variability does not correlate with cell-to-cell differences in cartilage-like matrix production. Transcriptome-wide analysis suggests that no combination of markers can predict functional potential. De-differentiating chondrocytes also show a disconnect between mRNA expression of the cartilage marker aggrecan and cartilage-like matrix accumulation. Altogether, these quantitative analyses suggest that sorting subpopulations based on these markers would only marginally enrich the progenitor population for ‘superior' MSCs. Our results suggest that instantaneous mRNA abundance of canonical markers is tenuously linked to the chondrogenic phenotype at the single-cell level. Nature Publishing Group 2016-03-03 /pmc/articles/PMC4782061/ /pubmed/26936319 http://dx.doi.org/10.1038/ncomms10865 Text en Copyright © 2016, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Cote, Allison J. McLeod, Claire M. Farrell, Megan J. McClanahan, Patrick D. Dunagin, Margaret C. Raj, Arjun Mauck, Robert L. Single-cell differences in matrix gene expression do not predict matrix deposition |
title | Single-cell differences in matrix gene expression do not predict matrix deposition |
title_full | Single-cell differences in matrix gene expression do not predict matrix deposition |
title_fullStr | Single-cell differences in matrix gene expression do not predict matrix deposition |
title_full_unstemmed | Single-cell differences in matrix gene expression do not predict matrix deposition |
title_short | Single-cell differences in matrix gene expression do not predict matrix deposition |
title_sort | single-cell differences in matrix gene expression do not predict matrix deposition |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782061/ https://www.ncbi.nlm.nih.gov/pubmed/26936319 http://dx.doi.org/10.1038/ncomms10865 |
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