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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...

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Detalles Bibliográficos
Autores principales: Sullivan, Emmalee, Harris, Marlayna, Bhatnagar, Arnav, Guberman, Eric, Zonfa, Ian, Ravasz Regan, Erzsébet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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.
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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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