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Evidence for close molecular proximity between reverting and undifferentiated cells
BACKGROUND: According to Waddington’s epigenetic landscape concept, the differentiation process can be illustrated by a cell akin to a ball rolling down from the top of a hill (proliferation state) and crossing furrows before stopping in basins or “attractor states” to reach its stable differentiate...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9258043/ https://www.ncbi.nlm.nih.gov/pubmed/35794592 http://dx.doi.org/10.1186/s12915-022-01363-7 |
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author | Zreika, Souad Fourneaux, Camille Vallin, Elodie Modolo, Laurent Seraphin, Rémi Moussy, Alice Ventre, Elias Bouvier, Matteo Ozier-Lafontaine, Anthony Bonnaffoux, Arnaud Picard, Franck Gandrillon, Olivier Gonin-Giraud, Sandrine |
author_facet | Zreika, Souad Fourneaux, Camille Vallin, Elodie Modolo, Laurent Seraphin, Rémi Moussy, Alice Ventre, Elias Bouvier, Matteo Ozier-Lafontaine, Anthony Bonnaffoux, Arnaud Picard, Franck Gandrillon, Olivier Gonin-Giraud, Sandrine |
author_sort | Zreika, Souad |
collection | PubMed |
description | BACKGROUND: According to Waddington’s epigenetic landscape concept, the differentiation process can be illustrated by a cell akin to a ball rolling down from the top of a hill (proliferation state) and crossing furrows before stopping in basins or “attractor states” to reach its stable differentiated state. However, it is now clear that some committed cells can retain a certain degree of plasticity and reacquire phenotypical characteristics of a more pluripotent cell state. In line with this dynamic model, we have previously shown that differentiating cells (chicken erythrocytic progenitors (T2EC)) retain for 24 h the ability to self-renew when transferred back in self-renewal conditions. Despite those intriguing and promising results, the underlying molecular state of those “reverting” cells remains unexplored. The aim of the present study was therefore to molecularly characterize the T2EC reversion process by combining advanced statistical tools to make the most of single-cell transcriptomic data. For this purpose, T2EC, initially maintained in a self-renewal medium (0H), were induced to differentiate for 24H (24H differentiating cells); then, a part of these cells was transferred back to the self-renewal medium (48H reverting cells) and the other part was maintained in the differentiation medium for another 24H (48H differentiating cells). For each time point, cell transcriptomes were generated using scRT-qPCR and scRNAseq. RESULTS: Our results showed a strong overlap between 0H and 48H reverting cells when applying dimensional reduction. Moreover, the statistical comparison of cell distributions and differential expression analysis indicated no significant differences between these two cell groups. Interestingly, gene pattern distributions highlighted that, while 48H reverting cells have gene expression pattern more similar to 0H cells, they are not completely identical, which suggest that for some genes a longer delay may be required for the cells to fully recover. Finally, sparse PLS (sparse partial least square) analysis showed that only the expression of 3 genes discriminates 48H reverting and 0H cells. CONCLUSIONS: Altogether, we show that reverting cells return to an earlier molecular state almost identical to undifferentiated cells and demonstrate a previously undocumented physiological and molecular plasticity during the differentiation process, which most likely results from the dynamic behavior of the underlying molecular network. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-022-01363-7. |
format | Online Article Text |
id | pubmed-9258043 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92580432022-07-07 Evidence for close molecular proximity between reverting and undifferentiated cells Zreika, Souad Fourneaux, Camille Vallin, Elodie Modolo, Laurent Seraphin, Rémi Moussy, Alice Ventre, Elias Bouvier, Matteo Ozier-Lafontaine, Anthony Bonnaffoux, Arnaud Picard, Franck Gandrillon, Olivier Gonin-Giraud, Sandrine BMC Biol Research Article BACKGROUND: According to Waddington’s epigenetic landscape concept, the differentiation process can be illustrated by a cell akin to a ball rolling down from the top of a hill (proliferation state) and crossing furrows before stopping in basins or “attractor states” to reach its stable differentiated state. However, it is now clear that some committed cells can retain a certain degree of plasticity and reacquire phenotypical characteristics of a more pluripotent cell state. In line with this dynamic model, we have previously shown that differentiating cells (chicken erythrocytic progenitors (T2EC)) retain for 24 h the ability to self-renew when transferred back in self-renewal conditions. Despite those intriguing and promising results, the underlying molecular state of those “reverting” cells remains unexplored. The aim of the present study was therefore to molecularly characterize the T2EC reversion process by combining advanced statistical tools to make the most of single-cell transcriptomic data. For this purpose, T2EC, initially maintained in a self-renewal medium (0H), were induced to differentiate for 24H (24H differentiating cells); then, a part of these cells was transferred back to the self-renewal medium (48H reverting cells) and the other part was maintained in the differentiation medium for another 24H (48H differentiating cells). For each time point, cell transcriptomes were generated using scRT-qPCR and scRNAseq. RESULTS: Our results showed a strong overlap between 0H and 48H reverting cells when applying dimensional reduction. Moreover, the statistical comparison of cell distributions and differential expression analysis indicated no significant differences between these two cell groups. Interestingly, gene pattern distributions highlighted that, while 48H reverting cells have gene expression pattern more similar to 0H cells, they are not completely identical, which suggest that for some genes a longer delay may be required for the cells to fully recover. Finally, sparse PLS (sparse partial least square) analysis showed that only the expression of 3 genes discriminates 48H reverting and 0H cells. CONCLUSIONS: Altogether, we show that reverting cells return to an earlier molecular state almost identical to undifferentiated cells and demonstrate a previously undocumented physiological and molecular plasticity during the differentiation process, which most likely results from the dynamic behavior of the underlying molecular network. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-022-01363-7. BioMed Central 2022-07-06 /pmc/articles/PMC9258043/ /pubmed/35794592 http://dx.doi.org/10.1186/s12915-022-01363-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Zreika, Souad Fourneaux, Camille Vallin, Elodie Modolo, Laurent Seraphin, Rémi Moussy, Alice Ventre, Elias Bouvier, Matteo Ozier-Lafontaine, Anthony Bonnaffoux, Arnaud Picard, Franck Gandrillon, Olivier Gonin-Giraud, Sandrine Evidence for close molecular proximity between reverting and undifferentiated cells |
title | Evidence for close molecular proximity between reverting and undifferentiated cells |
title_full | Evidence for close molecular proximity between reverting and undifferentiated cells |
title_fullStr | Evidence for close molecular proximity between reverting and undifferentiated cells |
title_full_unstemmed | Evidence for close molecular proximity between reverting and undifferentiated cells |
title_short | Evidence for close molecular proximity between reverting and undifferentiated cells |
title_sort | evidence for close molecular proximity between reverting and undifferentiated cells |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9258043/ https://www.ncbi.nlm.nih.gov/pubmed/35794592 http://dx.doi.org/10.1186/s12915-022-01363-7 |
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