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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doaj-aaf754e3057d48ffaa4e2c52ae0bf92a2021-05-05T00:14:22ZengeLife Sciences Publications LtdeLife2050-084X2016-01-01510.7554/eLife.11384An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modesHamdah Shafqat-Abbasi0Jacob M Kowalewski1Alexa Kiss2Xiaowei Gong3Pablo Hernandez-Varas4Ulrich Berge5Mehrdad Jafari-Mamaghani6John G Lock7Staffan Strömblad8https://orcid.org/0000-0002-1236-6339Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, SwedenMesenchymal (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.https://elifesciences.org/articles/11384cell motilitycell adhesionmembrane dynamicsplasticityheterogeneitysystems microscopy |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hamdah Shafqat-Abbasi Jacob M Kowalewski Alexa Kiss Xiaowei Gong Pablo Hernandez-Varas Ulrich Berge Mehrdad Jafari-Mamaghani John G Lock Staffan Strömblad |
spellingShingle |
Hamdah Shafqat-Abbasi Jacob M Kowalewski Alexa Kiss Xiaowei Gong Pablo Hernandez-Varas Ulrich Berge Mehrdad Jafari-Mamaghani John G Lock Staffan Strömblad An analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes eLife cell motility cell adhesion membrane dynamics plasticity heterogeneity systems microscopy |
author_facet |
Hamdah Shafqat-Abbasi Jacob M Kowalewski Alexa Kiss Xiaowei Gong Pablo Hernandez-Varas Ulrich Berge Mehrdad Jafari-Mamaghani John G Lock Staffan Strömblad |
author_sort |
Hamdah Shafqat-Abbasi |
title |
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_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_sort |
analysis toolbox to explore mesenchymal migration heterogeneity reveals adaptive switching between distinct modes |
publisher |
eLife Sciences Publications Ltd |
series |
eLife |
issn |
2050-084X |
publishDate |
2016-01-01 |
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. |
topic |
cell motility cell adhesion membrane dynamics plasticity heterogeneity systems microscopy |
url |
https://elifesciences.org/articles/11384 |
work_keys_str_mv |
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