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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Main Authors: Hamdah Shafqat-Abbasi, Jacob M Kowalewski, Alexa Kiss, Xiaowei Gong, Pablo Hernandez-Varas, Ulrich Berge, Mehrdad Jafari-Mamaghani, John G Lock, Staffan Strömblad
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2016-01-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/11384
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spelling 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
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