ArticleBulletin of mathematical biology2009
Front instabilities and invasiveness of simulated avascular tumors.
Article in Bulletin of mathematical biology, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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26 citing papers in PubMed, 53 citations in OpenAlex.
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- Numerical modeling of oxygen diffusion in tissue spheroids undergoing fusion using function representation and finite volumes.Scientific reports · 2025Article
- Unification of aggregate growth models by emergence from cellular and intracellular mechanisms.Royal Society open science · 2020Article
- A Mathematical Framework for Modelling the Metastatic Spread of Cancer.Bulletin of mathematical biology · 2019Article
- Tumour heterogeneity promotes collective invasion and cancer metastatic dissemination.Royal Society open science · 2017Article
- Blood vessel tortuosity selects against evolution of aggressive tumor cells in confined tissue environments: A modeling approach.PLoS computational biology · 2017Article
- Polyurethane Microgel Based Microtissue: Interface-Guided Assembly and Spreading.Langmuir : the ACS journal of surfaces and colloids · 2017Article
- Bridging scales in cancer progression: mapping genotype to phenotype using neural networks.Seminars in cancer biology · 2015Review
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- Lattice-based model of ductal carcinoma in situ suggests rules for breast cancer progression to an invasive state.PLoS computational biology · 2014Article
- The formation of tight tumor clusters affects the efficacy of cell cycle inhibitors: a hybrid model study.Journal of theoretical biology · 2014Article
- Acid-mediated tumour cell invasion: a discrete modelling approach using the extended Potts model.Clinical & experimental metastasis · 2013Article
- An agent-based model for elasto-plastic mechanical interactions between cells, basement membrane and extracellular matrix.Mathematical biosciences and engineering : MBE · 2013Article
- Cell-based multi-parametric model of cleft progression during submandibular salivary gland branching morphogenesis.PLoS computational biology · 2013Article
- Cellular potts modeling of tumor growth, tumor invasion, and tumor evolution.Frontiers in oncology · 2013Article
- Adhesion failures determine the pattern of choroidal neovascularization in the eye: a computer simulation study.PLoS computational biology · 2012Article
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- Mathematical modeling of cancer cell invasion of tissue: biological insight from mathematical analysis and computational simulation.Journal of mathematical biology · 2011Article
- Article
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6 authors at 4 institutions in 2 countries.
Funding
Abstract
We study the interface morphology of a 2D simulation of an avascular tumor composed of identical cells growing in an homogeneous healthy tissue matrix (TM), in order to understand the origin of the morphological changes often observed during real tumor growth. We use the Glazier-Graner-Hogeweg model, which treats tumor cells as extended, deformable objects, to study the effects of two parameters: a dimensionless diffusion-limitation parameter defined as the ratio of the tumor consumption rate to the substrate transport rate, and the tumor-TM surface tension. We model TM as a nondiffusing field, neglecting the TM pressure and haptotactic repulsion acting on a real growing tumor; thus, our model is appropriate for studying tumors with highly motile cells, e.g., gliomas. We show that the diffusion-limitation parameter determines whether the growing tumor develops a smooth (noninvasive) or fingered (invasive) interface, and that the sensitivity of tumor morphology to tumor-TM surface tension increases with the size of the dimensionless diffusion-limitation parameter. For large diffusion-limitation parameters, we find a transition (missed in previous work) between dendritic structures, produced when tumor-TM surface tension is high, and seaweed-like structures, produced when tumor-TM surface tension is low. This observation leads to a direct analogy between the mathematics and dynamics of tumors and those observed in nonbiological directional solidification. Our results are also consistent with the biological observation that hypoxia promotes invasive growth of tumor cells by inducing higher levels of receptors for scatter factors that weaken cell-cell adhesion and increase cell motility. These findings suggest that tumor morphology may have value in predicting the efficiency of antiangiogenic therapy in individual patients.
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