Literature DB >> 24840956

A multicompartment mathematical model of cancer stem cell-driven tumor growth dynamics.

Suzanne L Weekes1, Brian Barker, Sarah Bober, Karina Cisneros, Justina Cline, Amanda Thompson, Lynn Hlatky, Philip Hahnfeldt, Heiko Enderling.   

Abstract

Tumors are appreciated to be an intrinsically heterogeneous population of cells with varying proliferation capacities and tumorigenic potentials. As a central tenet of the so-called cancer stem cell hypothesis, most cancer cells have only a limited lifespan, and thus cannot initiate or reinitiate tumors. Longevity and clonogenicity are properties unique to the subpopulation of cancer stem cells. To understand the implications of the population structure suggested by this hypothesis--a hierarchy consisting of cancer stem cells and progeny non-stem cancer cells which experience a reduction in their remaining proliferation capacity per division--we set out to develop a mathematical model for the development of the aggregate population. We show that overall tumor progression rate during the exponential growth phase is identical to the growth rate of the cancer stem cell compartment. Tumors with identical stem cell proportions, however, can have different growth rates, dependent on the proliferation kinetics of all participating cell populations. Analysis of the model revealed that the proliferation potential of non-stem cancer cells is likely to be small to reproduce biologic observations. Furthermore, a single compartment of non-stem cancer cell population may adequately represent population growth dynamics only when the compartment proliferation rate is scaled with the generational hierarchy depth.

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Year:  2014        PMID: 24840956      PMCID: PMC4140966          DOI: 10.1007/s11538-014-9976-0

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  41 in total

1.  On the proportion of cancer stem cells in a tumour.

Authors:  Matthew D Johnston; Philip K Maini; S Jonathan Chapman; Carina M Edwards; Walter F Bodmer
Journal:  J Theor Biol       Date:  2010-08-03       Impact factor: 2.691

2.  A tandemly repeated sequence at the termini of the extrachromosomal ribosomal RNA genes in Tetrahymena.

Authors:  E H Blackburn; J G Gall
Journal:  J Mol Biol       Date:  1978-03-25       Impact factor: 5.469

3.  Multispecies model of cell lineages and feedback control in solid tumors.

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4.  Telomeres shorten during ageing of human fibroblasts.

Authors:  C B Harley; A B Futcher; C W Greider
Journal:  Nature       Date:  1990-05-31       Impact factor: 49.962

5.  Cancer stem cells as the engine of unstable tumor progression.

Authors:  Ricard V Solé; Carlos Rodríguez-Caso; Thomas S Deisboeck; Joan Saldaña
Journal:  J Theor Biol       Date:  2008-04-20       Impact factor: 2.691

6.  Acute and fractionated irradiation differentially modulate glioma stem cell division kinetics.

Authors:  Xuefeng Gao; J Tyson McDonald; Lynn Hlatky; Heiko Enderling
Journal:  Cancer Res       Date:  2012-12-26       Impact factor: 12.701

7.  Dynamics of mutant cells in hierarchical organized tissues.

Authors:  Benjamin Werner; David Dingli; Tom Lenaerts; Jorge M Pacheco; Arne Traulsen
Journal:  PLoS Comput Biol       Date:  2011-12-01       Impact factor: 4.475

8.  Non-stem cancer cell kinetics modulate solid tumor progression.

Authors:  Charles I Morton; Lynn Hlatky; Philip Hahnfeldt; Heiko Enderling
Journal:  Theor Biol Med Model       Date:  2011-12-30       Impact factor: 2.432

9.  Cancer Stem Cells: A Minor Cancer Subpopulation that Redefines Global Cancer Features.

Authors:  Heiko Enderling; Lynn Hlatky; Philip Hahnfeldt
Journal:  Front Oncol       Date:  2013-04-15       Impact factor: 6.244

10.  Tumor evolution in space: the effects of competition colonization tradeoffs on tumor invasion dynamics.

Authors:  Paul A Orlando; Robert A Gatenby; Joel S Brown
Journal:  Front Oncol       Date:  2013-03-06       Impact factor: 6.244

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  15 in total

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Authors:  Liuyong Pang; Sanhong Liu; Zhong Zhao; Tianhai Tian; Xinan Zhang; Qiuying Li
Journal:  Theory Biosci       Date:  2022-08-03       Impact factor: 1.315

Review 2.  The mathematics of cancer: integrating quantitative models.

Authors:  Philipp M Altrock; Lin L Liu; Franziska Michor
Journal:  Nat Rev Cancer       Date:  2015-12       Impact factor: 60.716

3.  In Silico Models Accurately Predict In Vivo Response for IL6 Blockade in Head and Neck Cancer.

Authors:  Fereshteh Nazari; Alexandra E Oklejas; Jacques E Nör; Alexander T Pearson; Trachette L Jackson
Journal:  Cancer Res       Date:  2020-02-10       Impact factor: 12.701

4.  An agent-based model of cancer stem cell initiated avascular tumour growth and metastasis: the effect of seeding frequency and location.

Authors:  Kerri-Ann Norton; Aleksander S Popel
Journal:  J R Soc Interface       Date:  2014-11-06       Impact factor: 4.118

5.  Effect of feedback regulation on stem cell fractions in tissues and tumors: Understanding chemoresistance in cancer.

Authors:  Lora D Weiss; P van den Driessche; John S Lowengrub; Dominik Wodarz; Natalia L Komarova
Journal:  J Theor Biol       Date:  2020-10-29       Impact factor: 2.691

6.  A mathematical model for IL-6-mediated, stem cell driven tumor growth and targeted treatment.

Authors:  Fereshteh Nazari; Alexander T Pearson; Jacques Eduardo Nör; Trachette L Jackson
Journal:  PLoS Comput Biol       Date:  2018-01-19       Impact factor: 4.475

7.  A computational multiscale agent-based model for simulating spatio-temporal tumour immune response to PD1 and PDL1 inhibition.

Authors:  Chang Gong; Oleg Milberg; Bing Wang; Paolo Vicini; Rajesh Narwal; Lorin Roskos; Aleksander S Popel
Journal:  J R Soc Interface       Date:  2017-09       Impact factor: 4.118

8.  Heritable tumor cell division rate heterogeneity induces clonal dominance.

Authors:  Margriet M Palm; Marjet Elemans; Joost B Beltman
Journal:  PLoS Comput Biol       Date:  2018-02-12       Impact factor: 4.475

9.  Quantifying replicative senescence as a tumor suppressor pathway and a target for cancer therapy.

Authors:  Ignacio A Rodriguez-Brenes; Dominik Wodarz; Natalia L Komarova
Journal:  Sci Rep       Date:  2015-12-09       Impact factor: 4.379

10.  Somatic mutation driven codon transition bias in human cancer.

Authors:  Hyeonju Son; Hyundeok Kang; Hyun Seok Kim; Sangwoo Kim
Journal:  Sci Rep       Date:  2017-10-27       Impact factor: 4.379

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