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An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes

Mesenchymal (lamellipodial) migration is heterogeneous, although whether this reflects progressive variability or discrete, 'switchable' migration modalities, remains unclear. We present an analytical toolbox, based on quantitative single-cell imaging data, to interrogate this heterogeneit...

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Autores principales: Shafqat-Abbasi, Hamdah, Kowalewski, Jacob M, Kiss, Alexa, Gong, Xiaowei, Hernandez-Varas, Pablo, Berge, Ulrich, Jafari-Mamaghani, Mehrdad, Lock, John G, Strömblad, Staffan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4749554/
https://www.ncbi.nlm.nih.gov/pubmed/26821527
http://dx.doi.org/10.7554/eLife.11384
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author Shafqat-Abbasi, Hamdah
Kowalewski, Jacob M
Kiss, Alexa
Gong, Xiaowei
Hernandez-Varas, Pablo
Berge, Ulrich
Jafari-Mamaghani, Mehrdad
Lock, John G
Strömblad, Staffan
author_facet Shafqat-Abbasi, Hamdah
Kowalewski, Jacob M
Kiss, Alexa
Gong, Xiaowei
Hernandez-Varas, Pablo
Berge, Ulrich
Jafari-Mamaghani, Mehrdad
Lock, John G
Strömblad, Staffan
author_sort Shafqat-Abbasi, Hamdah
collection PubMed
description Mesenchymal (lamellipodial) migration is heterogeneous, although whether this reflects progressive variability or discrete, 'switchable' migration modalities, remains unclear. We present an analytical toolbox, based on quantitative single-cell imaging data, to interrogate this heterogeneity. Integrating supervised behavioral classification with multivariate analyses of cell motion, membrane dynamics, cell-matrix adhesion status and F-actin organization, this toolbox here enables the detection and characterization of two quantitatively distinct mesenchymal migration modes, termed 'Continuous' and 'Discontinuous'. Quantitative mode comparisons reveal differences in cell motion, spatiotemporal coordination of membrane protrusion/retraction, and how cells within each mode reorganize with changed cell speed. These modes thus represent distinctive migratory strategies. Additional analyses illuminate the macromolecular- and cellular-scale effects of molecular targeting (fibronectin, talin, ROCK), including 'adaptive switching' between Continuous (favored at high adhesion/full contraction) and Discontinuous (low adhesion/inhibited contraction) modes. Overall, this analytical toolbox now facilitates the exploration of both spontaneous and adaptive heterogeneity in mesenchymal migration. DOI: http://dx.doi.org/10.7554/eLife.11384.001
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spelling pubmed-47495542016-02-12 An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes Shafqat-Abbasi, Hamdah Kowalewski, Jacob M Kiss, Alexa Gong, Xiaowei Hernandez-Varas, Pablo Berge, Ulrich Jafari-Mamaghani, Mehrdad Lock, John G Strömblad, Staffan eLife Cell Biology Mesenchymal (lamellipodial) migration is heterogeneous, although whether this reflects progressive variability or discrete, 'switchable' migration modalities, remains unclear. We present an analytical toolbox, based on quantitative single-cell imaging data, to interrogate this heterogeneity. Integrating supervised behavioral classification with multivariate analyses of cell motion, membrane dynamics, cell-matrix adhesion status and F-actin organization, this toolbox here enables the detection and characterization of two quantitatively distinct mesenchymal migration modes, termed 'Continuous' and 'Discontinuous'. Quantitative mode comparisons reveal differences in cell motion, spatiotemporal coordination of membrane protrusion/retraction, and how cells within each mode reorganize with changed cell speed. These modes thus represent distinctive migratory strategies. Additional analyses illuminate the macromolecular- and cellular-scale effects of molecular targeting (fibronectin, talin, ROCK), including 'adaptive switching' between Continuous (favored at high adhesion/full contraction) and Discontinuous (low adhesion/inhibited contraction) modes. Overall, this analytical toolbox now facilitates the exploration of both spontaneous and adaptive heterogeneity in mesenchymal migration. DOI: http://dx.doi.org/10.7554/eLife.11384.001 eLife Sciences Publications, Ltd 2016-01-29 /pmc/articles/PMC4749554/ /pubmed/26821527 http://dx.doi.org/10.7554/eLife.11384 Text en © 2015, Shafqat-Abbasi et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Cell Biology
Shafqat-Abbasi, Hamdah
Kowalewski, Jacob M
Kiss, Alexa
Gong, Xiaowei
Hernandez-Varas, Pablo
Berge, Ulrich
Jafari-Mamaghani, Mehrdad
Lock, John G
Strömblad, Staffan
An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes
title An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes
title_full An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes
title_fullStr An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes
title_full_unstemmed An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes
title_short An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes
title_sort analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes
topic Cell Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4749554/
https://www.ncbi.nlm.nih.gov/pubmed/26821527
http://dx.doi.org/10.7554/eLife.11384
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