Dynamics between cancer cell subpopulations reveals a model coordinating with both hierarchical and stochastic concepts

PLoS ONE

Volumn 9, Issue 1, 2014, Pages

  Wang, Weikang ^a   Quan, Yi ^a   Fu, Qibin ^a   Liu, Yu ^a   Liang, Ying ^a   Wu, Jingwen ^a   Yang, Gen ^a   Luo, Chunxiong ^a   Ouyang, Qi ^a   Wang, Yugang ^a  

^a PEKING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CANCER CELL; CANCER RADIOTHERAPY; CANCER STEM CELL; CELL DIVISION; CELL HETEROGENEITY; CELL SELECTION; CELL SUBPOPULATION; CELL TRANSFORMATION; COLON CANCER; CONTROLLED STUDY; HUMAN; HUMAN CELL; IMMUNOFLUORESCENCE; MATHEMATICAL MODEL; NON STEM CANCER CELL; SENSITIVITY ANALYSIS; STOCHASTIC MODEL;

KINETICS; MODELS, BIOLOGICAL; NEOPLASTIC STEM CELLS; STOCHASTIC PROCESSES;

EID: 84897501857     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0084654     Document Type: Article

References (45)

1. Iliopoulos D, Hirsch HA, Wang G, Struhl K (2011) Inducible formation of breast cancer stem cells and their dynamic equilibrium with non-stem cancer cells via IL6 secretion. Proceedings of the National Academy of Sciences 108: 1397-1402.
2. Dick JE (2008) Stem cell concepts renew cancer research. Blood 112: 4793-4807.
3. Shackleton M, Quintana E, Fearon ER, Morrison SJ (2009) Heterogeneity in Cancer: Cancer Stem Cells versus Clonal Evolution. Cell 138: 822-829.
4. Baker M (2012) Cancer stem cells tracked. Nature 488: 13-14.
5. Chen J, Li Y, Yu TS, McKay RM, Burns DK, et al. (2012) A restricted cell population propagates glioblastoma growth after chemotherapy. Nature 488: 522-526.
6. Driessens G, Beck B, Caauwe A, Simons BD, Blanpain C (2012) Defining the mode of tumour growth by clonal analysis. Nature 488: 527-530.
7. Schepers AG, Snippert HJ, Stange DE, van den Born M, van Es JH, et al. (2012) Lineage tracing reveals Lgr5+ stem cell activity in mouse intestinal adenomas. Science 337: 730-735.
8. Dingli D, Michor F (2006) Successful therapy must eradicate cancer stem cells. Stem cells 24: 2603-2610. (Pubitemid 46052998)
9. Chaffer CL, Brueckmann I, Scheel C, Kaestli AJ, Wiggins PA, et al. (2011) Normal and neoplastic nonstem cells can spontaneously convert to a stem-like state. Proceedings of the National Academy of Sciences 108: 7950-7955.
10. Gupta PB, Fillmore CM, Guozhi J, Sagi SD, Tao K, et al. (2011) Stochastic State Transitions Give Rise to Phenotypic Equilibrium in Populations of Cancer Cells. Cell 146: 633-644.
11. Yang G, Quan Y, Wang W, Fu Q, Wu J, et al. (2012) Dynamic equilibrium between cancer stem cells and non-stem cancer cells in human SW620 and MCF-7 cancer cell populations. Br J Cancer 106: 1512-1519.
12. Vesuna F, Lisok A, Kimble B, Raman V (2009) Twist modulates breast cancer stem cells by transcriptional regulation of CD24 expression. Neoplasia 11: 1318-1328.
13. Morel AP, Lievre M, Thomas C, Hinkal G, Ansieau S, et al. (2008) Generation of breast cancer stem cells through epithelial-mesenchymal transition. PLoS One 3: e2888.
14. Liang Y, Zhong Z, Huang Y, Deng W, Cao J, et al. (2010) Stem-like cancer cells are inducible by increasing genomic instability in cancer cells. J Biol Chem 285: 4931-4940.
15. Beretta E, Capasso V, Morozova N (2012) Mathematical Modelling of Cancer Stem Cells Population Behavior. Mathematical Modelling of Natural Phenomena 7: 279-305.
16. Zapperi S, La Porta CAM (2012) Do cancer cells undergo phenotypic switching? The case for imperfect cancer stem cell markers. Sci Rep 2.
17. Ricci-Vitiani L, Lombardi DG, Pilozzi E, Biffoni M, Todaro M, et al. (2007) Identification and expansion of human colon-cancer-initiating cells. Nature 445: 111-115. (Pubitemid 46067311)
18. Kawamoto H, Yuasa T, Kubota Y, Seita M, Sasamoto H, et al. (2010) Characteristics of CD133 + Human Colon Cancer SW620 Cells. Cell Transplantation 19: 857-864.
19. Pardal R, Clarke MF, Morrison SJ (2003) Applying the principles of stem-cell biology to cancer. Nat Rev Cancer 3: 895-902. (Pubitemid 37500174)
20. Collado M, Serrano M (2010) Senescence in tumours: evidence from mice and humans. Nat Rev Cancer 10: 51-57.
21. Allsopp RC, Vaziri H, Patterson C, Goldstein S, Younglai EV, et al. (1992) Telomere length predicts replicative capacity of human fibroblasts. Proceedings of the National Academy of Sciences 89: 10114-10118.
22. Olive PL (1998) The Role of DNA Single- and Double-Strand Breaks in Cell Killing by Ionizing Radiation. Radiation Research 150: S42-S51.
23. Neumaier T, Swenson J, Pham C, Polyzos A, Lo AT, et al. (2012) Evidence for formation of DNA repair centers and dose-response nonlinearity in human cells. Proceedings of the National Academy of Sciences 109: 443-448.
24. Scott B (2011) Modeling DNA Double-Strand Break Repair Kinetics As An Epiregulated Cell-Community-Wide (Epicellcom) Response To Radiation Stress. Dose Response Volume 9, Number 4/2011: 579-601.
25. Sachs RK, Hlatky LR, Hahnfeldt P (2001) Simple ODE models of tumor growth and anti-angiogenic or radiation treatment. Mathematical and Computer Modelling 33: 1297-1305. (Pubitemid 32417939)
26. Costes SV, Chiolo I, Pluth JM, Barcellos-Hoff MH, Jakob B (2009) Spatiotemporal characterization of ionizing radiation induced DNA damage foci and their relation to chromatin organization. Journal Name: Mutation Research; Related Information: Journal Publication Date: January 2010: Medium: ED; Size: 20.
27. Stenerlöw B, Karlsson KH, Cooper B, Rydberg B (2003) Measurement of Prompt DNA Double-Strand Breaks in Mammalian Cells without Including Heat-Labile Sites: Results for Cells Deficient in Nonhomologous End Joining. Radiation Research 159: 502-510. (Pubitemid 36397772)
28. Pajonk F, Vlashi E, McBride WH (2010) Radiation Resistance of Cancer Stem Cells: The 4 R's of Radiobiology Revisited. STEM CELLS 28: 639-648.
29. Zhu X, Zhou X, Lewis MT, Xia L, Wong S (2011) Cancer stem cell, niche and EGFR decide tumor development and treatment response: A bio-computational simulation study. Journal of Theoretical Biology 269: 138-149.
30. Hwang M, Garbey M, Berceli S, Tran-Son-Tay R (2009) Rule-Based Simulation of Multi-Cellular Biological Systems - A Review of Modeling Techniques. Cellular and Molecular Bioengineering 2: 285-294.
31. Boondirek A, Triampo W, Nuttavut N (2010) A Review of Cellular Automata Models of Tumor Growth;. pp. 3023-3029.
32. Enderling H, Hlatky L, Hahnfeldt P (2013) Cancer stem cells: a minor cancer subpopulation that redefines global cancer features. Frontiers in Oncology 3.
33. Vainstein V, Kirnasovsky OU, Kogan Y, Agur Z (2012) Strategies for cancer stem cell elimination: Insights from mathematical modeling. Journal of Theoretical Biology 298: 32-41.
34. Enderling H, Park D, Hlatky L, Hahnfeldt P (2009) The importance of spatial distribution of stemness and proliferation state in determining tumor radio-response. Math Model Nat Phenom 4: 117-133.
35. Enderling H, Anderson AR, Chaplain MA, Beheshti A, Hlatky L, et al. (2009) Paradoxical dependencies of tumor dormancy and progression on basic cell kinetics. Cancer research 69: 8814-8821.
36. Enderling H, Hahnfeldt P (2011) Cancer stem cells in solid tumors: Is 'evading apoptosis'a hallmark of cancer? Progress in biophysics and molecular biology 106: 391-399.
37. Li L, Neaves WB (2006) Normal stem cells and cancer stem cells: the niche matters. Cancer Res 66: 4553-4557.
38. DePinho CJSRA (2000) Cellular Senescence:Mitotic Clock or Culture Shock? Cell 102: 407-410.
39. Ricci-Vitiani L, Lombardi DG, Pilozzi E, Biffoni M, Todaro M, et al. (2007) Identification and expansion of human colon-cancer-initiating cells. Nature 445: 111-115. (Pubitemid 46067311)
40. O'Brien CA, Pollett A, Gallinger S, Dick JE (2007) A human colon cancer cell capable of initiating tumour growth in immunodeficient mice. Nature 445: 106-110. (Pubitemid 46067310)
41. Komarova N (2006) Stochastic modeling of drug resistance in cancer. J Theor Biol 239: 351-366.
42. Attolini CS, Michor F (2009) Evolutionary theory of cancer. Ann N Y Acad Sci 1168: 23-51.
43. Diehn M, Cho RW, Lobo NA, Kalisky T, Dorie MJ, et al. (2009) Association of reactive oxygen species levels and radioresistance in cancer stem cells. Nature 458: 780-783.
44. Aarts EHL, van Laarhoven PJM (1989) Simulated annealing: An introduction. Statistica Neerlandica 43: 31-52.
45. Moreira J, Deutsch A (2002) Cellular automaton models of tumor development: a critical review. Advances in Complex Systems 05: 247-267.