Mathematical modeling of tumor cell proliferation kinetics and label retention in a mouse model of lung cancer

Cancer Res. 2013 Jun 15;73(12):3525-33. doi: 10.1158/0008-5472.CAN-12-4244. Epub 2013 Apr 10.

Abstract

Slowly cycling tumor cells that may be present in human tumors may evade cytotoxic therapies, which tend to be more efficient at destroying cells with faster growth rates. However, the proportion and growth rate of slowly cycling tumor cells is often unknown in preclinical model systems used for drug discovery. Here, we report a quantitative approach to quantitate slowly cycling malignant cells in solid tumors, using a well-established mouse model of Kras-induced lung cancer (Kras(G12D/+)). 5-Bromo-2-deoxyuridine (BrdUrd) was administered to tumor-bearing mice, and samples were collected at defined times during pulse and chase phases. Mathematical and statistical modeling of the label-retention data during the chase phase supported the existence of a slowly cycling label-retaining population in this tumor model and permitted the estimation of its proportion and proliferation rate within a tumor. The doubling time of the slowly cycling population was estimated at approximately 5.7 weeks, and this population represented approximately 31% of the total tumor cells in this model system. The mathematical modeling techniques implemented here may be useful in other tumor models where direct observation of cell-cycle kinetics is difficult and may help evaluate tumor cell subpopulations with distinct cell-cycling rates.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Bromodeoxyuridine / administration & dosage
  • Bromodeoxyuridine / metabolism
  • Cell Cycle
  • Cell Line, Tumor
  • Cell Proliferation*
  • Fluorescent Dyes / metabolism
  • Humans
  • Immunohistochemistry
  • Kinetics
  • Lung Neoplasms / genetics
  • Lung Neoplasms / metabolism
  • Lung Neoplasms / pathology*
  • Mice
  • Mice, Knockout
  • Models, Biological*
  • Neoplasms, Experimental / genetics
  • Neoplasms, Experimental / metabolism
  • Neoplasms, Experimental / pathology*
  • Organic Chemicals / metabolism
  • Proto-Oncogene Proteins p21(ras) / genetics
  • Proto-Oncogene Proteins p21(ras) / metabolism
  • Time Factors
  • Transplantation, Heterologous

Substances

  • Alexa594
  • Fluorescent Dyes
  • Organic Chemicals
  • Hras protein, mouse
  • Proto-Oncogene Proteins p21(ras)
  • Bromodeoxyuridine