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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2016
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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 |
format | Online Article Text |
id | pubmed-4749554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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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