Literature DB >> 19555427

Characterization of brain cancer stem cells: a mathematical approach.

C Turner1, A R Stinchcombe, M Kohandel, S Singh, S Sivaloganathan.   

Abstract

OBJECTIVE: In recent years, support has increased for the notion that a subpopulation of brain tumour cells in possession of properties typically characteristic of stem cells is responsible for initiating and maintaining the tumour. Unravelling details of the brain tumour stem cell (BTSC) hierarchy, as well as interactions of these cells with various therapies, will be essential in the design of optimal treatment strategies.
MATERIALS AND METHODS: Motivated by this, we have developed a mathematical model of the BTSC hypothesis that may aid in characterization of brain tumours, as well as in prediction of effective therapeutic strategies, which can be further validated in experimental and clinical studies. At the level of a small number of cells, the model developed herein is stochastic. For larger populations of cancer cells, the model is handled from a deterministic approach. RESULTS AND
CONCLUSIONS: In the stochastic regime, importance of a relationship between the likelihoods of two distinct types of symmetric BTSC divisions in determining BTSC survival rates becomes apparent, consequently emphasizing the need for a set of biomarkers that are able to better characterize the BTSC hierarchy. At the large scale, we predict the importance of the aforementioned symmetric division rates in dictating brain tumour composition. Furthermore, we demonstrate possible therapeutic benefits of considering combination treatments of radiotherapy and putative BTSC inhibitors, such as bone morphogenetic proteins, while reinforcing the importance of developing novel treatment strategies that specifically target the BTSC subpopulation.

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Year:  2009        PMID: 19555427      PMCID: PMC6496718          DOI: 10.1111/j.1365-2184.2009.00619.x

Source DB:  PubMed          Journal:  Cell Prolif        ISSN: 0960-7722            Impact factor:   6.831


  42 in total

Review 1.  Stem cells, cancer, and cancer stem cells.

Authors:  T Reya; S J Morrison; M F Clarke; I L Weissman
Journal:  Nature       Date:  2001-11-01       Impact factor: 49.962

2.  Glioma stem cells promote radioresistance by preferential activation of the DNA damage response.

Authors:  Shideng Bao; Qiulian Wu; Roger E McLendon; Yueling Hao; Qing Shi; Anita B Hjelmeland; Mark W Dewhirst; Darell D Bigner; Jeremy N Rich
Journal:  Nature       Date:  2006-10-18       Impact factor: 49.962

3.  Mathematical model for the cancer stem cell hypothesis.

Authors:  R Ganguly; I K Puri
Journal:  Cell Prolif       Date:  2006-02       Impact factor: 6.831

4.  Bone morphogenetic proteins inhibit the tumorigenic potential of human brain tumour-initiating cells.

Authors:  S G M Piccirillo; B A Reynolds; N Zanetti; G Lamorte; E Binda; G Broggi; H Brem; A Olivi; F Dimeco; A L Vescovi
Journal:  Nature       Date:  2006-12-07       Impact factor: 49.962

5.  A human colon cancer cell capable of initiating tumour growth in immunodeficient mice.

Authors:  Catherine A O'Brien; Aaron Pollett; Steven Gallinger; John E Dick
Journal:  Nature       Date:  2006-11-19       Impact factor: 49.962

6.  Identification and expansion of human colon-cancer-initiating cells.

Authors:  Lucia Ricci-Vitiani; Dario G Lombardi; Emanuela Pilozzi; Mauro Biffoni; Matilde Todaro; Cesare Peschle; Ruggero De Maria
Journal:  Nature       Date:  2006-11-19       Impact factor: 49.962

7.  Isolation and characterization of tumorigenic, stem-like neural precursors from human glioblastoma.

Authors:  Rossella Galli; Elena Binda; Ugo Orfanelli; Barbara Cipelletti; Angela Gritti; Simona De Vitis; Roberta Fiocco; Chiara Foroni; Francesco Dimeco; Angelo Vescovi
Journal:  Cancer Res       Date:  2004-10-01       Impact factor: 12.701

8.  Cancerous stem cells can arise from pediatric brain tumors.

Authors:  Houman D Hemmati; Ichiro Nakano; Jorge A Lazareff; Michael Masterman-Smith; Daniel H Geschwind; Marianne Bronner-Fraser; Harley I Kornblum
Journal:  Proc Natl Acad Sci U S A       Date:  2003-11-26       Impact factor: 11.205

9.  A single type of progenitor cell maintains normal epidermis.

Authors:  Elizabeth Clayton; David P Doupé; Allon M Klein; Douglas J Winton; Benjamin D Simons; Philip H Jones
Journal:  Nature       Date:  2007-02-28       Impact factor: 49.962

10.  Analysis of gene expression and chemoresistance of CD133+ cancer stem cells in glioblastoma.

Authors:  Gentao Liu; Xiangpeng Yuan; Zhaohui Zeng; Patrizia Tunici; Hiushan Ng; Iman R Abdulkadir; Lizhi Lu; Dwain Irvin; Keith L Black; John S Yu
Journal:  Mol Cancer       Date:  2006-12-02       Impact factor: 27.401

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  10 in total

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

Authors:  Suzanne L Weekes; Brian Barker; Sarah Bober; Karina Cisneros; Justina Cline; Amanda Thompson; Lynn Hlatky; Philip Hahnfeldt; Heiko Enderling
Journal:  Bull Math Biol       Date:  2014-05-20       Impact factor: 1.758

2.  Estimating growth patterns and driver effects in tumor evolution from individual samples.

Authors:  Leonidas Salichos; William Meyerson; Jonathan Warrell; Mark Gerstein
Journal:  Nat Commun       Date:  2020-02-05       Impact factor: 14.919

3.  The therapeutic implications of plasticity of the cancer stem cell phenotype.

Authors:  Kevin Leder; Eric C Holland; Franziska Michor
Journal:  PLoS One       Date:  2010-12-17       Impact factor: 3.240

4.  A simple mathematical model based on the cancer stem cell hypothesis suggests kinetic commonalities in solid tumor growth.

Authors:  Rodolfo Molina-Peña; Mario Moisés Álvarez
Journal:  PLoS One       Date:  2012-02-17       Impact factor: 3.240

5.  A possible explanation for the variable frequencies of cancer stem cells in tumors.

Authors:  Renato Vieira dos Santos; Linaena Méricy da Silva
Journal:  PLoS One       Date:  2013-08-07       Impact factor: 3.240

6.  A Multi-stage Representation of Cell Proliferation as a Markov Process.

Authors:  Christian A Yates; Matthew J Ford; Richard L Mort
Journal:  Bull Math Biol       Date:  2017-10-13       Impact factor: 1.758

7.  Phenotypic heterogeneity in modeling cancer evolution.

Authors:  Ali Mahdipour-Shirayeh; Kamran Kaveh; Mohammad Kohandel; Sivabal Sivaloganathan
Journal:  PLoS One       Date:  2017-10-30       Impact factor: 3.240

8.  Tumour control probability in cancer stem cells hypothesis.

Authors:  Andrew Dhawan; Mohammad Kohandel; Richard Hill; Sivabal Sivaloganathan
Journal:  PLoS One       Date:  2014-05-08       Impact factor: 3.240

9.  Silibinin strongly inhibits the growth kinetics of colon cancer stem cell-enriched spheroids by modulating interleukin 4/6-mediated survival signals.

Authors:  Sushil Kumar; Komal Raina; Chapla Agarwal; Rajesh Agarwal
Journal:  Oncotarget       Date:  2014-07-15

10.  Modeling the Treatment of Glioblastoma Multiforme and Cancer Stem Cells with Ordinary Differential Equations.

Authors:  Kristen Abernathy; Jeremy Burke
Journal:  Comput Math Methods Med       Date:  2016-01-18       Impact factor: 2.238

  10 in total

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