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A plausible accelerating function of intermediate states in cancer metastasis
Epithelial-to-mesenchymal transition (EMT) is a fundamental cellular process and plays an essential role in development, tissue regeneration, and cancer metastasis. Interestingly, EMT is not a binary process but instead proceeds with multiple partial intermediate states. However, the functions of th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7083331/ https://www.ncbi.nlm.nih.gov/pubmed/32155144 http://dx.doi.org/10.1371/journal.pcbi.1007682 |
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author | Goetz, Hanah Melendez-Alvarez, Juan R. Chen, Luonan Tian, Xiao-Jun |
author_facet | Goetz, Hanah Melendez-Alvarez, Juan R. Chen, Luonan Tian, Xiao-Jun |
author_sort | Goetz, Hanah |
collection | PubMed |
description | Epithelial-to-mesenchymal transition (EMT) is a fundamental cellular process and plays an essential role in development, tissue regeneration, and cancer metastasis. Interestingly, EMT is not a binary process but instead proceeds with multiple partial intermediate states. However, the functions of these intermediate states are not fully understood. Here, we focus on a general question about how the number of partial EMT states affects cell transformation. First, by fitting a hidden Markov model of EMT with experimental data, we propose a statistical mechanism for EMT in which many unobservable microstates may exist within one of the observable macrostates. Furthermore, we find that increasing the number of intermediate states can accelerate the EMT process and that adding parallel paths or transition layers may accelerate the process even further. Last, a stabilized intermediate state traps cells in one partial EMT state. This work advances our understanding of the dynamics and functions of EMT plasticity during cancer metastasis. |
format | Online Article Text |
id | pubmed-7083331 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70833312020-03-30 A plausible accelerating function of intermediate states in cancer metastasis Goetz, Hanah Melendez-Alvarez, Juan R. Chen, Luonan Tian, Xiao-Jun PLoS Comput Biol Research Article Epithelial-to-mesenchymal transition (EMT) is a fundamental cellular process and plays an essential role in development, tissue regeneration, and cancer metastasis. Interestingly, EMT is not a binary process but instead proceeds with multiple partial intermediate states. However, the functions of these intermediate states are not fully understood. Here, we focus on a general question about how the number of partial EMT states affects cell transformation. First, by fitting a hidden Markov model of EMT with experimental data, we propose a statistical mechanism for EMT in which many unobservable microstates may exist within one of the observable macrostates. Furthermore, we find that increasing the number of intermediate states can accelerate the EMT process and that adding parallel paths or transition layers may accelerate the process even further. Last, a stabilized intermediate state traps cells in one partial EMT state. This work advances our understanding of the dynamics and functions of EMT plasticity during cancer metastasis. Public Library of Science 2020-03-10 /pmc/articles/PMC7083331/ /pubmed/32155144 http://dx.doi.org/10.1371/journal.pcbi.1007682 Text en © 2020 Goetz et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Goetz, Hanah Melendez-Alvarez, Juan R. Chen, Luonan Tian, Xiao-Jun A plausible accelerating function of intermediate states in cancer metastasis |
title | A plausible accelerating function of intermediate states in cancer metastasis |
title_full | A plausible accelerating function of intermediate states in cancer metastasis |
title_fullStr | A plausible accelerating function of intermediate states in cancer metastasis |
title_full_unstemmed | A plausible accelerating function of intermediate states in cancer metastasis |
title_short | A plausible accelerating function of intermediate states in cancer metastasis |
title_sort | plausible accelerating function of intermediate states in cancer metastasis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7083331/ https://www.ncbi.nlm.nih.gov/pubmed/32155144 http://dx.doi.org/10.1371/journal.pcbi.1007682 |
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