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Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal
The significance of biophysical modulators of the epithelial to mesenchymal transition (EMT) is demonstrated by experiments that document full EMT on stiff, nano-patterned substrates in the absence of biochemical induction. Yet, current models focus on biochemical triggers of EMT without addressing...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030917/ https://www.ncbi.nlm.nih.gov/pubmed/36968076 http://dx.doi.org/10.1016/j.isci.2023.106321 |
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author | Sullivan, Emmalee Harris, Marlayna Bhatnagar, Arnav Guberman, Eric Zonfa, Ian Ravasz Regan, Erzsébet |
author_facet | Sullivan, Emmalee Harris, Marlayna Bhatnagar, Arnav Guberman, Eric Zonfa, Ian Ravasz Regan, Erzsébet |
author_sort | Sullivan, Emmalee |
collection | PubMed |
description | The significance of biophysical modulators of the epithelial to mesenchymal transition (EMT) is demonstrated by experiments that document full EMT on stiff, nano-patterned substrates in the absence of biochemical induction. Yet, current models focus on biochemical triggers of EMT without addressing its mechanosensitive nature. Here, we built a Boolean model of EMT triggered by mechanosensing – mitogen crosstalk. Our model reproduces epithelial, hybrid E/M and mesenchymal phenotypes, the role of autocrine TGFβ signaling in maintaining mesenchymal cells in the absence of external drivers, inhibition of proliferation by TGFβ, and its apoptotic effects on soft ECM. We offer testable predictions on the density-dependence of partial EMT, its molecular drivers, and the conflict between mitosis and hybrid E/M stability. Our model opens the door to modeling the effects of the biomechanical environment on cancer cell stemness linked to the hybrid E/M state, as well as the mutually inhibitory crosstalk between EMT and senescence. |
format | Online Article Text |
id | pubmed-10030917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-100309172023-03-23 Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal Sullivan, Emmalee Harris, Marlayna Bhatnagar, Arnav Guberman, Eric Zonfa, Ian Ravasz Regan, Erzsébet iScience Article The significance of biophysical modulators of the epithelial to mesenchymal transition (EMT) is demonstrated by experiments that document full EMT on stiff, nano-patterned substrates in the absence of biochemical induction. Yet, current models focus on biochemical triggers of EMT without addressing its mechanosensitive nature. Here, we built a Boolean model of EMT triggered by mechanosensing – mitogen crosstalk. Our model reproduces epithelial, hybrid E/M and mesenchymal phenotypes, the role of autocrine TGFβ signaling in maintaining mesenchymal cells in the absence of external drivers, inhibition of proliferation by TGFβ, and its apoptotic effects on soft ECM. We offer testable predictions on the density-dependence of partial EMT, its molecular drivers, and the conflict between mitosis and hybrid E/M stability. Our model opens the door to modeling the effects of the biomechanical environment on cancer cell stemness linked to the hybrid E/M state, as well as the mutually inhibitory crosstalk between EMT and senescence. Elsevier 2023-03-02 /pmc/articles/PMC10030917/ /pubmed/36968076 http://dx.doi.org/10.1016/j.isci.2023.106321 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sullivan, Emmalee Harris, Marlayna Bhatnagar, Arnav Guberman, Eric Zonfa, Ian Ravasz Regan, Erzsébet Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal |
title | Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal |
title_full | Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal |
title_fullStr | Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal |
title_full_unstemmed | Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal |
title_short | Boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal |
title_sort | boolean modeling of mechanosensitive epithelial to mesenchymal transition and its reversal |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030917/ https://www.ncbi.nlm.nih.gov/pubmed/36968076 http://dx.doi.org/10.1016/j.isci.2023.106321 |
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