Abstract
Colorectal cancer is initiated in colonic crypts. A succession of genetic mutations or epigenetic changes can lead to homeostasis in the crypt being overcome, and subsequent unbounded growth. We consider the dynamics of a single colorectal crypt by using a compartmental approach [Tomlinson IPM, Bodmer WF (1995) Proc Natl Acad Sci USA 92:], which accounts for populations of stem cells, differentiated cells, and transit cells. That original model made the simplifying assumptions that each cell population divides synchronously, but we relax these assumptions by adopting an age-structured approach that models asynchronous cell division, and by using a continuum model. We discuss two mechanisms that could regulate the growth of cell numbers and maintain the equilibrium that is normally observed in the crypt. The first will always maintain an equilibrium for all parameter values, whereas the second can allow unbounded proliferation if the net per capita growth rates are large enough. Results show that an increase in cell renewal, which is equivalent to a failure of programmed cell death or of differentiation, can lead to the growth of cancers. The second model can be used to explain the long lag phases in tumor growth, during which new, higher equilibria are reached, before unlimited growth in cell numbers ensues.
MeSH Terms
Cell Differentiation
Cell Transformation, Neoplastic
Colon/pathology,physiology
Colorectal Neoplasms/genetics,pathology
Feedback, Physiological
Homeostasis
Humans
Models, Biological
Models, Statistical
Models, Theoretical
Mutation
Stem Cells/cytology
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Johnston Matthew D
Centre for Mathematical Biology, Mathematical Institute, University of Oxford, 24-29 St. Giles', Oxford OX1 3LB, United Kingdom.
Edwards Carina M
Bodmer Walter F
Maini Philip K
Chapman S Jonathan
References (24)
24 references, click to expand
-
Linear model of colon cancer initiation.
Cell Cycle. 2004 Mar;3(3):358-62
PMID: 14726709
-
The differentiation and lineage development of goblet cells in the murine small intestinal crypt: experimental and modelling studies.
J Cell Sci. 1993 Oct;106 ( Pt 2):473-83
PMID: 8282755
-
Molecular and clinical basis for the regeneration of human gastrointestinal epithelia.
J Gastroenterol. 2004 Jan;39(1):1-6
PMID: 14767727
-
Caught up in a Wnt storm: Wnt signaling in cancer.
Biochim Biophys Acta. 2003 Jun 5;1653(1):1-24
PMID: 12781368
-
A model of the control of cellular regeneration in the intestinal crypt after perturbation based solely on local stem cell regulation.
Cell Prolif. 1992 Nov;25(6):559-78
PMID: 1457605
-
Stem cells: attributes, cycles, spirals, pitfalls and uncertainties. Lessons for and from the crypt.
Development. 1990 Dec;110(4):1001-20
PMID: 2100251
-
The hallmarks of cancer.
Cell. 2000 Jan 7;100(1):57-70
PMID: 10647931
-
Intestinal cell proliferation. I. A comprehensive model of steady-state proliferation in the crypt.
Cell Tissue Kinet. 1986 Nov;19(6):627-45
PMID: 3802185
-
Failure of programmed cell death and differentiation as causes of tumors: some simple mathematical models.
Proc Natl Acad Sci U S A. 1995 Nov 21;92(24):11130-4
PMID: 7479951
-
Methylation patterns and mathematical models reveal dynamics of stem cell turnover in the human colon.
Proc Natl Acad Sci U S A. 2001 Sep 11;98(19):10519-21
PMID: 11553798
-
A nonlinear mathematical model of cell turnover, differentiation and tumorigenesis in the intestinal crypt.
J Theor Biol. 2007 Feb 7;244(3):367-74
PMID: 17049944
-
Mathematical models of the balance between apoptosis and proliferation.
Apoptosis. 2002 Aug;7(4):373-81
PMID: 12101397
-
A dynamic model of proliferation and differentiation in the intestinal crypt based on a hypothetical intraepithelial growth factor.
Cell Prolif. 1998 Apr;31(2):93-110
PMID: 9745618
-
Secretagogue response of goblet cells and columnar cells in human colonic crypts.
Am J Physiol Cell Physiol. 2000 Jan;278(1):C212-33
PMID: 10644530
-
Early cellular events in colorectal carcinogenesis.
Colorectal Dis. 2002 Mar;4(2):76-89
PMID: 12780627
-
A genetic model for colorectal tumorigenesis.
Cell. 1990 Jun 1;61(5):759-67
PMID: 2188735
-
Stem cell in gastrointestinal structure and neoplastic development.
Gut. 2004 Jun;53(6):899-910
PMID: 15138220
-
Cell migration and organization in the intestinal crypt using a lattice-free model.
Cell Prolif. 2001 Aug;34(4):253-66
PMID: 11529883
-
The role of chromosomal instability in tumor initiation.
Proc Natl Acad Sci U S A. 2002 Dec 10;99(25):16226-31
PMID: 12446840
-
Computer modeling implicates stem cell overproduction in colon cancer initiation.
Cancer Res. 2001 Dec 1;61(23):8408-11
PMID: 11731419
-
Bottom-up histogenesis of colorectal adenomas: origin in the monocryptal adenoma and initial expansion by crypt fission.
Cancer Res. 2003 Jul 1;63(13):3819-25
PMID: 12839979
-
Genomic instability--the engine of tumorigenesis?
Nat Rev Cancer. 2003 Sep;3(9):701-8
PMID: 12951589
-
The crypt cycle in mouse small intestinal epithelium.
J Cell Sci. 1994 Dec;107 ( Pt 12):3271-9
PMID: 7535783
-
How many mutations in a cancer?
Am J Pathol. 2002 Mar;160(3):755-8
PMID: 11891172