Literature DB >> 29348614

Noise-induced bistability in the fate of cancer phenotypic quasispecies: a bit-strings approach.

Josep Sardanyés1,2, Tomás Alarcón3,4,5,6.   

Abstract

Tumor cell populations are highly heterogeneous. Such heterogeneity, both at genotypic and phenotypic levels, is a key feature during tumorigenesis. How to investigate the impact of this heterogeneity in the dynamics of tumors cells becomes an important issue. Here we explore a stochastic model describing the competition dynamics between a pool of heterogeneous cancer cells with distinct phenotypes and healthy cells. This model is used to explore the role of demographic fluctuations on the transitions involving tumor clearance. Our results show that for large population sizes, when demographic fluctuations are negligible, there exists a sharp transition responsible for tumor cells extinction at increasing tumor cells' mutation rates. This result is consistent with a mean field model developed for the same system. The mean field model reveals only monostability scenarios, in which either the dominance of the tumor cells or the dominance of the healthy cells is found. Interestingly, the stochastic model shows that for small population sizes the monostability behavior disappears, involving the presence of noise-induced bistability. The impact of the initial populations of cells in the fate of the cell populations is investigated, as well as the transient times towards the healthy and the cancer states.

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Year:  2018        PMID: 29348614      PMCID: PMC5773630          DOI: 10.1038/s41598-018-19552-2

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  60 in total

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Review 3.  A mutator phenotype in cancer.

Authors:  L A Loeb
Journal:  Cancer Res       Date:  2001-04-15       Impact factor: 12.701

4.  Regime shifts driven by dynamic correlations in gene expression noise.

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Journal:  Phys Rev E       Date:  2017-08-18       Impact factor: 2.529

Review 5.  Human cancers express mutator phenotypes: origin, consequences and targeting.

Authors:  Lawrence A Loeb
Journal:  Nat Rev Cancer       Date:  2011-05-19       Impact factor: 60.716

6.  Stochastic dynamics of leukemic cells under an intermittent targeted therapy.

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Journal:  Theory Biosci       Date:  2011-04-09       Impact factor: 1.919

7.  Abrupt transitions to tumor extinction: a phenotypic quasispecies model.

Authors:  Josep Sardanyés; Regina Martínez; Carles Simó; Ricard Solé
Journal:  J Math Biol       Date:  2016-10-06       Impact factor: 2.259

8.  Application of information theory and extreme physical information to carcinogenesis.

Authors:  Robert A Gatenby; B Roy Frieden
Journal:  Cancer Res       Date:  2002-07-01       Impact factor: 12.701

Review 9.  Radiation-induced second cancers: the impact of 3D-CRT and IMRT.

Authors:  Eric J Hall; Cheng-Shie Wuu
Journal:  Int J Radiat Oncol Biol Phys       Date:  2003-05-01       Impact factor: 7.038

10.  Catastrophic shifts and lethal thresholds in a propagating front model of unstable tumor progression.

Authors:  Daniel R Amor; Ricard V Solé
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2014-08-13
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  1 in total

1.  Noise-induced bistability in the quasi-neutral coexistence of viral RNAs under different replication modes.

Authors:  Josep Sardanyés; Andreu Arderiu; Santiago F Elena; Tomás Alarcón
Journal:  J R Soc Interface       Date:  2018-05       Impact factor: 4.118

  1 in total

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