ArticlePloS one2012
A simple mathematical model based on the cancer stem cell hypothesis suggests kinetic commonalities in solid tumor growth.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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25 citing papers in PubMed.
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- Mechanistic Pharmacokinetic/Pharmacodynamic Model of Sunitinib and Dopamine in MCF-7/Adr Xenografts: Linking Cellular Heterogeneity to Tumour Burden.The AAPS journal · 2020Article
- Engineered 3D Model of Cancer Stem Cell Enrichment and Chemoresistance.Neoplasia (New York, N.Y.) · 2019Article
- Kinetic modeling of tumor regression incorporating the concept of cancer stem-like cells for patients with locally advanced lung cancer.Theoretical biology & medical modelling · 2018Article
- Consolidated mathematical growth model of the primary tumor and secondary distant metastases of breast cancer (CoMPaS).PloS one · 2018Article
- A mathematical model for IL-6-mediated, stem cell driven tumor growth and targeted treatment.PLoS computational biology · 2018Article
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- In silico study of the impact of cancer stem cell dynamics and radiobiological hypoxia on tumour response to hyperfractionated radiotherapy.Cell proliferation · 2016Article
- A Branching Process to Characterize the Dynamics of Stem Cell Differentiation.Scientific reports · 2015Article
- Concepts in solid tumor evolution.Trends in genetics : TIG · 2015Review
- A versatile mathematical work-flow to explore how Cancer Stem Cell fate influences tumor progression.BMC systems biology · 2015Article
- What Tumor Dynamics Modeling Can Teach us About Exploiting the Stem-Cell View for Better Cancer Treatment.Cancer informatics · 2015Review
- An agent-based model of cancer stem cell initiated avascular tumour growth and metastasis: the effect of seeding frequency and location.Journal of the Royal Society, Interface · 2014Article
- Targeting cancer stem cell plasticity through modulation of epidermal growth factor and insulin-like growth factor receptor signaling in head and neck squamous cell cancer.Stem cells translational medicine · 2014Article
- A multicompartment mathematical model of cancer stem cell-driven tumor growth dynamics.Bulletin of mathematical biology · 2014Article
- A model of hematopoietic stem cell proliferation under the influence of a chemotherapeutic agent in combination with a hematopoietic inducing agent.Theoretical biology & medical modelling · 2014Article
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2 authors.
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Abstract
backgroundThe Cancer Stem Cell (CSC) hypothesis has gained credibility within the cancer research community. According to this hypothesis, a small subpopulation of cells within cancerous tissues exhibits stem-cell-like characteristics and is responsible for the maintenance and proliferation of cancer. METHODOLOGIES/PRINCIPAL
findingsWe present a simple compartmental pseudo-chemical mathematical model for tumor growth, based on the CSC hypothesis, and derived using a "chemical reaction" approach. We defined three cell subpopulations: CSCs, transit progenitor cells, and differentiated cells. Each event related to cell division, differentiation, or death is then modeled as a chemical reaction. The resulting set of ordinary differential equations was numerically integrated to describe the time evolution of each cell subpopulation and the overall tumor growth. The parameter space was explored to identify combinations of parameter values that produce biologically feasible and consistent scenarios. CONCLUSIONS/SIGNIFICANCE: Certain kinetic relationships apparently must be satisfied to sustain solid tumor growth and to maintain an approximate constant fraction of CSCs in the tumor lower than 0.01 (as experimentally observed): (a) the rate of symmetrical and asymmetrical CSC renewal must be in the same order of magnitude; (b) the intrinsic rate of renewal and differentiation of progenitor cells must be half an order of magnitude higher than the corresponding intrinsic rates for cancer stem cells; (c) the rates of apoptosis of the CSC, transit amplifying progenitor (P) cells, and terminally differentiated (D) cells must be progressively higher by approximately one order of magnitude. Simulation results were consistent with reports that have suggested that encouraging CSC differentiation could be an effective therapeutic strategy for fighting cancer in addition to selective killing or inhibition of symmetric division of CSCs.
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