Literature DB >> 26085954

Population dynamics of cancer cells with cell state conversions.

Da Zhou1, Dingming Wu1, Zhe Li2, Minping Qian3, Michael Q Zhang4.   

Abstract

Cancer stem cell (CSC) theory suggests a cell-lineage structure in tumor cells in which CSCs are capable of giving rise to the other non-stem cancer cells (NSCCs) but not vice versa. However, an alternative scenario of bidirectional interconversions between CSCs and NSCCs was proposed very recently. Here we present a general population model of cancer cells by integrating conventional cell divisions with direct conversions between different cell states, namely, not only can CSCs differentiate into NSCCs by asymmetric cell division, NSCCs can also dedifferentiate into CSCs by cell state conversion. Our theoretical model is validated when applying the model to recent experimental data. It is also found that the transient increase in CSCs proportion initiated from the purified NSCCs subpopulation cannot be well predicted by the conventional CSC model where the conversion from NSCCs to CSCs is forbidden, implying that the cell state conversion is required especially for the transient dynamics. The theoretical analysis also gives the condition such that our general model can be equivalently reduced into a simple Markov chain with only cell state transitions keeping the same cell proportion dynamics.

Entities:  

Year:  2013        PMID: 26085954      PMCID: PMC4467561          DOI: 10.1007/s40484-013-0014-2

Source DB:  PubMed          Journal:  Quant Biol        ISSN: 2095-4689


  38 in total

1.  Stochastic protein expression in individual cells at the single molecule level.

Authors:  Long Cai; Nir Friedman; X Sunney Xie
Journal:  Nature       Date:  2006-03-16       Impact factor: 49.962

Review 2.  Evolution of cooperation among tumor cells.

Authors:  Robert Axelrod; David E Axelrod; Kenneth J Pienta
Journal:  Proc Natl Acad Sci U S A       Date:  2006-08-28       Impact factor: 11.205

Review 3.  Cancer stem cells: an evolving concept.

Authors:  Long V Nguyen; Robert Vanner; Peter Dirks; Connie J Eaves
Journal:  Nat Rev Cancer       Date:  2012-01-12       Impact factor: 60.716

Review 4.  Intra-tumour heterogeneity: a looking glass for cancer?

Authors:  Andriy Marusyk; Vanessa Almendro; Kornelia Polyak
Journal:  Nat Rev Cancer       Date:  2012-04-19       Impact factor: 60.716

5.  Symmetric division of cancer stem cells--a key mechanism in tumor growth that should be targeted in future therapeutic approaches.

Authors:  B M Boman; M S Wicha; J Z Fields; O A Runquist
Journal:  Clin Pharmacol Ther       Date:  2007-04-25       Impact factor: 6.875

6.  Distinct populations of cancer stem cells determine tumor growth and metastatic activity in human pancreatic cancer.

Authors:  Patrick C Hermann; Stephan L Huber; Tanja Herrler; Alexandra Aicher; Joachim W Ellwart; Markus Guba; Christiane J Bruns; Christopher Heeschen
Journal:  Cell Stem Cell       Date:  2007-09-13       Impact factor: 24.633

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.  Dynamic equilibrium between cancer stem cells and non-stem cancer cells in human SW620 and MCF-7 cancer cell populations.

Authors:  G Yang; Y Quan; W Wang; Q Fu; J Wu; T Mei; J Li; Y Tang; C Luo; Q Ouyang; S Chen; L Wu; T K Hei; Y Wang
Journal:  Br J Cancer       Date:  2012-04-24       Impact factor: 7.640

9.  Compartmental architecture and dynamics of hematopoiesis.

Authors:  David Dingli; Arne Traulsen; Jorge M Pacheco
Journal:  PLoS One       Date:  2007-04-04       Impact factor: 3.240

10.  (A)symmetric stem cell replication and cancer.

Authors:  David Dingli; Arne Traulsen; Franziska Michor; Fransizka Michor
Journal:  PLoS Comput Biol       Date:  2007-02-01       Impact factor: 4.475

View more
  5 in total

1.  Phenotypic equilibrium as probabilistic convergence in multi-phenotype cell population dynamics.

Authors:  Da-Quan Jiang; Yue Wang; Da Zhou
Journal:  PLoS One       Date:  2017-02-09       Impact factor: 3.240

2.  A mathematical model for phenotypic heterogeneity in breast cancer with implications for therapeutic strategies.

Authors:  Xin Li; D Thirumalai
Journal:  J R Soc Interface       Date:  2022-01-26       Impact factor: 4.118

3.  Overshoot in biological systems modelled by Markov chains: a non-equilibrium dynamic phenomenon.

Authors:  Chen Jia; Minping Qian; Daquan Jiang
Journal:  IET Syst Biol       Date:  2014-08       Impact factor: 1.615

Review 4.  Epithelial/mesenchymal plasticity: how have quantitative mathematical models helped improve our understanding?

Authors:  Mohit Kumar Jolly; Satyendra C Tripathi; Jason A Somarelli; Samir M Hanash; Herbert Levine
Journal:  Mol Oncol       Date:  2017-06-19       Impact factor: 6.603

5.  Modeling differentiation-state transitions linked to therapeutic escape in triple-negative breast cancer.

Authors:  Margaret P Chapman; Tyler Risom; Anil J Aswani; Ellen M Langer; Rosalie C Sears; Claire J Tomlin
Journal:  PLoS Comput Biol       Date:  2019-03-11       Impact factor: 4.475

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.