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Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue
Collective cell migration is a fundamental process in embryonic development and tissue homeostasis. This is a macroscopic population-level phenomenon that emerges across hierarchy from microscopic cell-cell interactions; however, the underlying mechanism remains unclear. Here, we addressed this issu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7892579/ https://www.ncbi.nlm.nih.gov/pubmed/33603023 http://dx.doi.org/10.1038/s41598-021-83396-6 |
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author | Asakura, Yoshifumi Kondo, Yohei Aoki, Kazuhiro Naoki, Honda |
author_facet | Asakura, Yoshifumi Kondo, Yohei Aoki, Kazuhiro Naoki, Honda |
author_sort | Asakura, Yoshifumi |
collection | PubMed |
description | Collective cell migration is a fundamental process in embryonic development and tissue homeostasis. This is a macroscopic population-level phenomenon that emerges across hierarchy from microscopic cell-cell interactions; however, the underlying mechanism remains unclear. Here, we addressed this issue by focusing on epithelial collective cell migration, driven by the mechanical force regulated by chemical signals of traveling ERK activation waves, observed in wound healing. We propose a hierarchical mathematical framework for understanding how cells are orchestrated through mechanochemical cell-cell interaction. In this framework, we mathematically transformed a particle-based model at the cellular level into a continuum model at the tissue level. The continuum model described relationships between cell migration and mechanochemical variables, namely, ERK activity gradients, cell density, and velocity field, which could be compared with live-cell imaging data. Through numerical simulations, the continuum model recapitulated the ERK wave-induced collective cell migration in wound healing. We also numerically confirmed a consistency between these two models. Thus, our hierarchical approach offers a new theoretical platform to reveal a causality between macroscopic tissue-level and microscopic cellular-level phenomena. Furthermore, our model is also capable of deriving a theoretical insight on both of mechanical and chemical signals, in the causality of tissue and cellular dynamics. |
format | Online Article Text |
id | pubmed-7892579 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78925792021-02-22 Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue Asakura, Yoshifumi Kondo, Yohei Aoki, Kazuhiro Naoki, Honda Sci Rep Article Collective cell migration is a fundamental process in embryonic development and tissue homeostasis. This is a macroscopic population-level phenomenon that emerges across hierarchy from microscopic cell-cell interactions; however, the underlying mechanism remains unclear. Here, we addressed this issue by focusing on epithelial collective cell migration, driven by the mechanical force regulated by chemical signals of traveling ERK activation waves, observed in wound healing. We propose a hierarchical mathematical framework for understanding how cells are orchestrated through mechanochemical cell-cell interaction. In this framework, we mathematically transformed a particle-based model at the cellular level into a continuum model at the tissue level. The continuum model described relationships between cell migration and mechanochemical variables, namely, ERK activity gradients, cell density, and velocity field, which could be compared with live-cell imaging data. Through numerical simulations, the continuum model recapitulated the ERK wave-induced collective cell migration in wound healing. We also numerically confirmed a consistency between these two models. Thus, our hierarchical approach offers a new theoretical platform to reveal a causality between macroscopic tissue-level and microscopic cellular-level phenomena. Furthermore, our model is also capable of deriving a theoretical insight on both of mechanical and chemical signals, in the causality of tissue and cellular dynamics. Nature Publishing Group UK 2021-02-18 /pmc/articles/PMC7892579/ /pubmed/33603023 http://dx.doi.org/10.1038/s41598-021-83396-6 Text en © The Author(s) 2021 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/. |
spellingShingle | Article Asakura, Yoshifumi Kondo, Yohei Aoki, Kazuhiro Naoki, Honda Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue |
title | Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue |
title_full | Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue |
title_fullStr | Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue |
title_full_unstemmed | Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue |
title_short | Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue |
title_sort | hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7892579/ https://www.ncbi.nlm.nih.gov/pubmed/33603023 http://dx.doi.org/10.1038/s41598-021-83396-6 |
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