Determination of Somatic and Cancer Stem Cell Self-Renewing Symmetric Division Rate Using Sphere Assays

Representing a renewable source for cell replacement, neural stem cells have received substantial attention in recent years. The neurosphere assay represents a method to detect the presence of neural stem cells, however owing to a deficiency of specific and definitive markers to identify them, their quantification and the rate they expand is still indefinite. Here we propose a mathematical interpretation of the neurosphere assay allowing actual measurement of neural stem cell symmetric division frequency. The algorithm of the modeling demonstrates a direct correlation between the overall cell fold expansion over time measured in the sphere assay and the rate stem cells expand via symmetric division. The model offers a methodology to evaluate specifically the effect of diseases and treatments on neural stem cell activity and function. Not only providing new insights in the evaluation of the kinetic features of neural stem cells, our modeling further contemplates cancer biology as cancer stem-like cells have been suggested to maintain tumor growth as somatic stem cells maintain tissue homeostasis. Indeed, tumor stem cell's resistance to therapy makes these cells a necessary target for effective treatment. The neurosphere assay mathematical model presented here allows the assessment of the rate malignant stem-like cells expand via symmetric division and the evaluation of the effects of therapeutics on the self-renewal and proliferative activity of this clinically relevant population that drive tumor growth and recurrence.

[1]  S. Weiss,et al.  Clonal and population analyses demonstrate that an EGF-responsive mammalian embryonic CNS precursor is a stem cell. , 1996, Developmental biology.

[2]  A. Verma Persistent inflammation alters the function of the endogenous brain stem cell compartment , 2009 .

[3]  M. Waters,et al.  Exercise Increases Neural Stem Cell Number in a Growth Hormone‐Dependent Manner, Augmenting the Regenerative Response in Aged Mice , 2009, Stem cells.

[4]  Angelo L. Vescovi,et al.  Brain tumour stem cells , 2006, Nature Reviews Cancer.

[5]  Mark Bernstein,et al.  Glioma stem cell lines expanded in adherent culture have tumor-specific phenotypes and are suitable for chemical and genetic screens. , 2009, Cell stem cell.

[6]  J. García-Verdugo,et al.  Persistent inflammation alters the function of the endogenous brain stem cell compartment , 2008, Brain : a journal of neurology.

[7]  G. Paxinos,et al.  Comparative Analysis of the Frequency and Distribution of Stem and Progenitor Cells in the Adult Mouse Brain , 2008, Stem cells.

[8]  R. Galli,et al.  Resilience to transformation and inherent genetic and functional stability of adult neural stem cells ex vivo. , 2007, Cancer Research.

[9]  Mark W. Dewhirst,et al.  Glioma stem cells promote radioresistance by preferential activation of the DNA damage response , 2006, Nature.

[10]  D. van der Kooy,et al.  Distinct neural stem cells proliferate in response to EGF and FGF in the developing mouse telencephalon. , 1999, Developmental biology.

[11]  Austin G Smith,et al.  Niche-Independent Symmetrical Self-Renewal of a Mammalian Tissue Stem Cell , 2005, PLoS biology.

[12]  Ugo Orfanelli,et al.  Isolation and Characterization of Tumorigenic, Stem-like Neural Precursors from Human Glioblastoma , 2004, Cancer Research.

[13]  S. Weiss,et al.  Generation of neurons and astrocytes from isolated cells of the adult mammalian central nervous system. , 1992, Science.

[14]  F. Watt,et al.  Stem cells: the generation and maintenance of cellular diversity. , 1989, Development.

[15]  A. Vescovi,et al.  Brain cancer stem cells: Think twice before going flat. , 2009, Cell stem cell.

[16]  W. Birchmeier,et al.  β-Catenin Controls Hair Follicle Morphogenesis and Stem Cell Differentiation in the Skin , 2001, Cell.

[17]  M. Caligiuri,et al.  A cell initiating human acute myeloid leukaemia after transplantation into SCID mice , 1994, Nature.

[18]  Franziska Michor,et al.  Successful Therapy Must Eradicate Cancer Stem Cells , 2006, Stem cells.

[19]  V. Quaranta,et al.  Integrative mathematical oncology , 2008, Nature Reviews Cancer.

[20]  R. Henkelman,et al.  Identification of human brain tumour initiating cells , 2004, Nature.

[21]  M. Ogawa,et al.  Differentiation and proliferation of hematopoietic stem cells. , 1993, Blood.

[22]  Loic Deleyrolle,et al.  Enumeration of Neural Stem and Progenitor Cells in the Neural Colony‐Forming Cell Assay , 2008, Stem cells.

[23]  S. Lakhani,et al.  Breast cancer stem cells: implications for therapy of breast cancer , 2008, Breast Cancer Research.

[24]  I. Weissman,et al.  Stem cells, cancer, and cancer stem cells , 2001, Nature.

[25]  S. Morrison,et al.  Prospective identification of tumorigenic breast cancer cells , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[26]  Irving L. Weissman,et al.  Association of reactive oxygen species levels and radioresistance in cancer stem cells , 2009, Nature.

[27]  R. Hill Identifying cancer stem cells in solid tumors: case not proven. , 2006, Cancer research.

[28]  Lin Chang-min,et al.  Beta-catenin controls hair follicle morphogenesis and stem cell differentiation , 2004 .

[29]  Wen-Lin Kuo,et al.  A collection of breast cancer cell lines for the study of functionally distinct cancer subtypes. , 2006, Cancer cell.

[30]  Brent A Reynolds,et al.  Neural stem cells and neurospheres—re-evaluating the relationship , 2005, Nature Methods.

[31]  Brent A. Reynolds,et al.  Neural stem cells in the adult mammalian forebrain: A relatively quiescent subpopulation of subependymal cells , 1994, Neuron.

[32]  K. Miyazono,et al.  Autocrine TGF-beta signaling maintains tumorigenicity of glioma-initiating cells through Sry-related HMG-box factors. , 2009, Cell stem cell.

[33]  M. Wicha,et al.  Symmetric Division of Cancer Stem Cells – a Key Mechanism in Tumor Growth that should be Targeted in Future Therapeutic Approaches , 2007, Clinical pharmacology and therapeutics.

[34]  D. Steindler,et al.  Human cortical glial tumors contain neural stem‐like cells expressing astroglial and neuronal markers in vitro , 2002, Glia.

[35]  Danila Coradini,et al.  Isolation and in vitro propagation of tumorigenic breast cancer cells with stem/progenitor cell properties. , 2005, Cancer research.

[36]  T. Shimazaki,et al.  [Mammalian neural stem cells]. , 2008, Tanpakushitsu kakusan koso. Protein, nucleic acid, enzyme.

[37]  L. Gold The role for transforming growth factor-beta (TGF-beta) in human cancer. , 1999, Critical reviews in oncogenesis.

[38]  G. Dontu,et al.  In vitro propagation and transcriptional profiling of human mammary stem/progenitor cells. , 2003, Genes & development.

[39]  D. Scadden,et al.  Limiting factors in murine hematopoietic stem cell assays. , 2007, Cell stem cell.

[40]  G. Broggi,et al.  Bone morphogenetic proteins inhibit the tumorigenic potential of human brain tumour-initiating cells , 2006, Nature.

[41]  J. Dick Looking ahead in cancer stem cell research , 2009, Nature Biotechnology.

[42]  B. Boman,et al.  Computer modeling implicates stem cell overproduction in colon cancer initiation. , 2001, Cancer research.

[43]  Brent A. Reynolds,et al.  Multipotent CNS Stem Cells Are Present in the Adult Mammalian Spinal Cord and Ventricular Neuroaxis , 1996, The Journal of Neuroscience.

[44]  Max S Wicha,et al.  Cancer stem cells: an old idea--a paradigm shift. , 2006, Cancer research.

[45]  M. Biffoni,et al.  Identification and expansion of the tumorigenic lung cancer stem cell population , 2008, Cell Death and Differentiation.

[46]  M. Clarke,et al.  Stem Cells and Cancer: Two Faces of Eve , 2006, Cell.

[47]  M. Loeffler,et al.  Stem cells: attributes, cycles, spirals, pitfalls and uncertainties. Lessons for and from the crypt. , 1990, Development.

[48]  M. Waters,et al.  Growth hormone promotes proliferation of adult neurosphere cultures. , 2009, Growth hormone & IGF research : official journal of the Growth Hormone Research Society and the International IGF Research Society.

[49]  N. Maitland,et al.  Prospective identification of tumorigenic prostate cancer stem cells. , 2005, Cancer research.

[50]  I. Weissman,et al.  The biology of hematopoietic stem cells. , 1995, Annual review of cell and developmental biology.