Multi-scale modeling of APC and [Formula: see text]-catenin regulation in the human colonic crypt

J Math Biol. 2018 Jun;76(7):1797-1830. doi: 10.1007/s00285-017-1204-8. Epub 2018 Jan 4.

Abstract

Stem cell renewal and differentiation in the human colonic crypt are linked to the [Formula: see text]-catenin pathway. The spatial balance of Wnt factors in proliferative cells within the crypt maintain an appropriate level of cellular reproduction needed for normal crypt homeostasis. Mutational events at the gene level are responsible for deregulating the balance of Wnt factors along the crypt, causing an overpopulation of proliferative cells, a loss of structure of the crypt domain, and the initiation of colorectal carcinomas. We formulate a PDE model describing cell movement and reproduction in a static crypt domain. We consider a single cell population whose proliferative capabilities are determined by stemness, a quantity defined by intracellular levels of adenomatous polyposis coli (APC) scaffold protein and [Formula: see text]-catenin. We fit APC regulation parameters to biological data that describe normal protein gradients in the crypt. We also fit cell movement and protein flux parameters to normal crypt characteristics such as renewal time, total cell count, and proportion of proliferating cells. The model is used to investigate abnormal crypt dynamics when subjected to a diminished APC gradient, a scenario synonymous to mutations in the APC gene. We find that a 25% decrease in APC synthesis leads to a fraction of 0.88 proliferative, which is reflective of normal-appearing FAP crypts. A 50% drop in APC activity yields a fully proliferative crypt showing a doubling of the level of stemness, which characterizes the initial stages of colorectal cancer development. A sensitivity analysis of APC regulation parameters shows the perturbation of factors that is required to restore crypt dynamics to normal in the case of APC mutations.

Keywords: APC regulation; Colonic crypt; Colorectal cancer; Multi-scale model; Wnt pathway.

MeSH terms

  • Adenomatous Polyposis Coli Protein / genetics
  • Adenomatous Polyposis Coli Protein / metabolism*
  • Cell Differentiation
  • Cell Movement
  • Cell Proliferation
  • Cell Self Renewal
  • Colon / cytology*
  • Colon / metabolism*
  • Colorectal Neoplasms / etiology
  • Colorectal Neoplasms / metabolism
  • Colorectal Neoplasms / pathology
  • Computational Biology
  • Genes, APC
  • Humans
  • Intestinal Mucosa / cytology
  • Intestinal Mucosa / metabolism
  • Mathematical Concepts
  • Models, Biological*
  • Mutation
  • Protein Transport
  • Signal Transduction
  • Wnt Proteins / metabolism
  • beta Catenin / metabolism*

Substances

  • APC protein, human
  • Adenomatous Polyposis Coli Protein
  • CTNNB1 protein, human
  • Wnt Proteins
  • beta Catenin