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Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2
Collective cell migration is observed during morphogenesis, angiogenesis, and wound healing, and this type of cell migration also contributes to efficient metastasis in some kinds of cancers. Because collectively migrating cells are much better organized than a random assemblage of individual cells,...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5807911/ https://www.ncbi.nlm.nih.gov/pubmed/29468157 http://dx.doi.org/10.3389/fcell.2018.00004 |
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author | Sakane, Ayuko Yoshizawa, Shin Yokota, Hideo Sasaki, Takuya |
author_facet | Sakane, Ayuko Yoshizawa, Shin Yokota, Hideo Sasaki, Takuya |
author_sort | Sakane, Ayuko |
collection | PubMed |
description | Collective cell migration is observed during morphogenesis, angiogenesis, and wound healing, and this type of cell migration also contributes to efficient metastasis in some kinds of cancers. Because collectively migrating cells are much better organized than a random assemblage of individual cells, there seems to be a kind of order in migrating clusters. Extensive research has identified a large number of molecules involved in collective cell migration, and these factors have been analyzed using dramatic advances in imaging technology. To date, however, it remains unclear how myriad cells are integrated as a single unit. Recently, we observed unbalanced collective cell migrations that can be likened to either precision dancing or awa-odori, Japanese traditional dancing similar to the style at Rio Carnival, caused by the impairment of the conformational change of JRAB/MICAL-L2. This review begins with a brief history of image-based computational analyses on cell migration, explains why quantitative analysis of the stylization of collective cell behavior is difficult, and finally introduces our recent work on JRAB/MICAL-L2 as a successful example of the multidisciplinary approach combining cell biology, live imaging, and computational biology. In combination, these methods have enabled quantitative evaluations of the “dancing style” of collective cell migration. |
format | Online Article Text |
id | pubmed-5807911 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-58079112018-02-21 Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2 Sakane, Ayuko Yoshizawa, Shin Yokota, Hideo Sasaki, Takuya Front Cell Dev Biol Cell and Developmental Biology Collective cell migration is observed during morphogenesis, angiogenesis, and wound healing, and this type of cell migration also contributes to efficient metastasis in some kinds of cancers. Because collectively migrating cells are much better organized than a random assemblage of individual cells, there seems to be a kind of order in migrating clusters. Extensive research has identified a large number of molecules involved in collective cell migration, and these factors have been analyzed using dramatic advances in imaging technology. To date, however, it remains unclear how myriad cells are integrated as a single unit. Recently, we observed unbalanced collective cell migrations that can be likened to either precision dancing or awa-odori, Japanese traditional dancing similar to the style at Rio Carnival, caused by the impairment of the conformational change of JRAB/MICAL-L2. This review begins with a brief history of image-based computational analyses on cell migration, explains why quantitative analysis of the stylization of collective cell behavior is difficult, and finally introduces our recent work on JRAB/MICAL-L2 as a successful example of the multidisciplinary approach combining cell biology, live imaging, and computational biology. In combination, these methods have enabled quantitative evaluations of the “dancing style” of collective cell migration. Frontiers Media S.A. 2018-02-05 /pmc/articles/PMC5807911/ /pubmed/29468157 http://dx.doi.org/10.3389/fcell.2018.00004 Text en Copyright © 2018 Sakane, Yoshizawa, Yokota and Sasaki. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Sakane, Ayuko Yoshizawa, Shin Yokota, Hideo Sasaki, Takuya Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2 |
title | Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2 |
title_full | Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2 |
title_fullStr | Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2 |
title_full_unstemmed | Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2 |
title_short | Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2 |
title_sort | dancing styles of collective cell migration: image-based computational analysis of jrab/mical-l2 |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5807911/ https://www.ncbi.nlm.nih.gov/pubmed/29468157 http://dx.doi.org/10.3389/fcell.2018.00004 |
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