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Collective cell migration over long time scales reveals distinct phenotypes.
R M Lee1, C H Stuelten2, C A Parent2
1Department of Physics, University of Maryland, College Park, MD 20742, USA.
Convergent Science Physical Oncology
|April 17, 2018
Summary
Cancer cell migration dynamics differ significantly on long timescales. Analyzing cell movement over hours, not just minutes, reveals crucial differences in collective migration and E-cadherin
Area of Science:
- Cellular dynamics and migration
- Cancer progression and metastasis
- Biophysics of cell-cell interactions
Background:
- Metastatic tumor cells exhibit diverse migratory phenotypes, including single and collective cell migration.
- Tumor cell migration is generally less cooperative than normal epithelial cell migration, with incomplete understanding of long-term behavioral differences.
- E-cadherin plays a critical role in cell-cell adhesion and is relevant in cancer progression.
Purpose of the Study:
- To quantitatively measure how cancer progression impacts collective cell migration over extended time scales.
- To determine the effect of reduced E-cadherin expression on collective cell migration phenotype.
- To investigate long-term dynamics of cell migration in a model system.
Main Methods:
- Utilized time-lapse imaging of cellular sheets to observe cell motion over ten hours.
- Employed particle image velocimetry (PIV) for quantitative analysis of cell movement dynamics.
- Measured long-term dynamics using finite time Lyapunov exponents (FTLE) and their temporal changes.
Main Results:
- Distinguished non-malignant MCF10A cells from malignant MCF10CA1a cells based on both short-term (minutes) and long-term (hours) dynamics.
- Identified that short-term dynamics differentiate non-malignant cells with E-cadherin knockdown from controls.
- Observed no significant change in long-term dynamics or spatial correlations in E-cadherin knockdown cells.
Conclusions:
- Collective epithelial sheet behavior exhibits long-term dynamics not captured by short-term metrics like instantaneous speed or directionality.
- Metrics incorporating migration data over hours provide a more precise description of E-cadherin's effect on collective migration.
- Long-term scale metrics are predicted to be more robust and predictive of malignant behavior than instantaneous velocity field analysis.
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