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A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity

The maintenance of multi-cellular developed tissue depends on the proper cell production rate to replace the cells destroyed by the programmed process of cell death. The stem cell is the main source of producing cells in a developed normal tissue. It makes the stem cell the lead role in the scene of...

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Autores principales: Khorasani, Najme, Sadeghi, Mehdi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163052/
https://www.ncbi.nlm.nih.gov/pubmed/35654903
http://dx.doi.org/10.1038/s41598-022-12717-0
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author Khorasani, Najme
Sadeghi, Mehdi
author_facet Khorasani, Najme
Sadeghi, Mehdi
author_sort Khorasani, Najme
collection PubMed
description The maintenance of multi-cellular developed tissue depends on the proper cell production rate to replace the cells destroyed by the programmed process of cell death. The stem cell is the main source of producing cells in a developed normal tissue. It makes the stem cell the lead role in the scene of a fully formed developed tissue to fulfill its proper functionality. By focusing on the impact of stochasticity, here, we propose a computational model to reveal the internal mechanism of a stem cell, which generates the right proportion of different types of specialized cells, distribute them into their right position, and in the presence of intercellular reactions, maintain the organized structure in a homeostatic state. The result demonstrates that the spatial pattern could be harassed by the population geometries. Besides, it clearly shows that our model with progenitor cells able to recover the stem cell presence could retrieve the initial pattern appropriately in the case of injury. One of the fascinating outcomes of this project is demonstrating the contradictory roles of stochasticity. It breaks the proper boundaries of the initial spatial pattern in the population. While, on the flip side of the coin, it is the exact factor that provides the demanded non-genetic diversity in the tissue. The remarkable characteristic of the introduced model as the stem cells’ internal mechanism is that it could control the overall behavior of the population without need for any external factors.
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spelling pubmed-91630522022-06-05 A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity Khorasani, Najme Sadeghi, Mehdi Sci Rep Article The maintenance of multi-cellular developed tissue depends on the proper cell production rate to replace the cells destroyed by the programmed process of cell death. The stem cell is the main source of producing cells in a developed normal tissue. It makes the stem cell the lead role in the scene of a fully formed developed tissue to fulfill its proper functionality. By focusing on the impact of stochasticity, here, we propose a computational model to reveal the internal mechanism of a stem cell, which generates the right proportion of different types of specialized cells, distribute them into their right position, and in the presence of intercellular reactions, maintain the organized structure in a homeostatic state. The result demonstrates that the spatial pattern could be harassed by the population geometries. Besides, it clearly shows that our model with progenitor cells able to recover the stem cell presence could retrieve the initial pattern appropriately in the case of injury. One of the fascinating outcomes of this project is demonstrating the contradictory roles of stochasticity. It breaks the proper boundaries of the initial spatial pattern in the population. While, on the flip side of the coin, it is the exact factor that provides the demanded non-genetic diversity in the tissue. The remarkable characteristic of the introduced model as the stem cells’ internal mechanism is that it could control the overall behavior of the population without need for any external factors. Nature Publishing Group UK 2022-06-02 /pmc/articles/PMC9163052/ /pubmed/35654903 http://dx.doi.org/10.1038/s41598-022-12717-0 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/) .
spellingShingle Article
Khorasani, Najme
Sadeghi, Mehdi
A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity
title A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity
title_full A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity
title_fullStr A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity
title_full_unstemmed A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity
title_short A computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity
title_sort computational model of stem cells’ decision-making mechanism to maintain tissue homeostasis and organization in the presence of stochasticity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163052/
https://www.ncbi.nlm.nih.gov/pubmed/35654903
http://dx.doi.org/10.1038/s41598-022-12717-0
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