ArticlePloS one2015
A mathematical model of collective cell migration in a three-dimensional, heterogeneous environment.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 30 citations in OpenAlex.
- Phase-field modeling of border cell cluster migration in Drosophila.PLoS computational biology · 2026Article
- Chemotaxis of Drosophila border cells is modulated by tissue geometry through dispersion of chemoattractants.iScience · 2025Article
- Polarized interfacial tension induces collective migration of cells, as a cluster, in a 3D tissue.Biophysical journal · 2022Article
- A persistent invasive phenotype in post-hypoxic tumor cells is revealed by fate mapping and computational modeling.iScience · 2021Article
- Bridging from single to collective cell migration: A review of models and links to experiments.PLoS computational biology · 2020Review
- Multi-scale analysis and modelling of collective migration in biological systems.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2020Article
- Modeling and analysis of melanoblast motion.Journal of mathematical biology · 2019Article
- Collective behaviors of Drosophila-derived retinal progenitors in controlled microenvironments.PloS one · 2019Article
- Predicting Collective Migration of Cell Populations Defined by Varying Repolarization Dynamics.Biophysical journal · 2018Article
- Minimal Network Topologies for Signal Processing during Collective Cell Chemotaxis.Biophysical journal · 2018Article
- Collective gradient sensing and chemotaxis: modeling and recent developments.Journal of physics. Condensed matter : an Institute of Physics journal · 2018Review
- Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The "Extreme Dumping Limit" for Cell-to-Cell Communications.Journal of healthcare engineering · 2018Article
- Dynamic myosin activation promotes collective morphology and migration by locally balancing oppositional forces from surrounding tissue.Molecular biology of the cell · 2016Article
- Modeling and analysis of collective cell migration in an in vivo three-dimensional environment.Proceedings of the National Academy of Sciences of the United States of America · 2016Article
- Controlled microfluidics to examine growth-factor induced migration of neural progenitors in the Drosophila visual system.Journal of neuroscience methods · 2016Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Cell migration is essential in animal development, homeostasis, and disease progression, but many questions remain unanswered about how this process is controlled. While many kinds of individual cell movements have been characterized, less effort has been directed towards understanding how clusters of cells migrate collectively through heterogeneous, cellular environments. To explore this, we have focused on the migration of the border cells during Drosophila egg development. In this case, a cluster of different cell types coalesce and traverse as a group between large cells, called nurse cells, in the center of the egg chamber. We have developed a new model for this collective cell migration based on the forces of adhesion, repulsion, migration and stochastic fluctuation to generate the movement of discrete cells. We implement the model using Identical Math Cells, or IMCs. IMCs can each represent one biological cell of the system, or can be aggregated using increased adhesion forces to model the dynamics of larger biological cells. The domain of interest is filled with IMCs, each assigned specific biophysical properties to mimic a diversity of cell types. Using this system, we have successfully simulated the migration of the border cell cluster through an environment filled with larger cells, which represent nurse cells. Interestingly, our simulations suggest that the forces utilized in this model are sufficient to produce behaviors of the cluster that are observed in vivo, such as rotation. Our framework was developed to capture a heterogeneous cell population, and our implementation strategy allows for diverse, but precise, initial position specification over a three- dimensional domain. Therefore, we believe that this model will be useful for not only examining aspects of Drosophila oogenesis, but also for modeling other two or three-dimensional systems that have multiple cell types and where investigating the forces between cells is of interest.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.