A new model for the estimation of cell proliferation dynamics using CFSE data

J Immunol Methods. 2011 Oct 28;373(1-2):143-60. doi: 10.1016/j.jim.2011.08.014. Epub 2011 Aug 24.

Abstract

CFSE analysis of a proliferating cell population is a popular tool for the study of cell division and divisionlinked changes in cell behavior. Recently Banks et al. (2011), Luzyanina et al. (2009), Luzyanina et al. (2007), a partial differential equation (PDE) model to describe lymphocyte dynamics in a CFSE proliferation assay was proposed. We present a significant revision of this model which improves the physiological understanding of several parameters. Namely, the parameter used previously as a heuristic explanation for the dilution of CFSE dye by cell division is replaced with a more physical component, cellular autofluorescence. The rate at which label decays is also quantified using a Gompertz decay process. We then demonstrate a revised method of fitting the model to the commonly used histogram representation of the data. It is shown that these improvements result in a model with a strong physiological basis which is fully capable of replicating the behavior observed in the data.

Publication types

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

MeSH terms

  • Algorithms
  • Cell Division
  • Cell Proliferation*
  • Flow Cytometry
  • Fluoresceins / metabolism*
  • Fluorescent Dyes / metabolism
  • Humans
  • Kinetics
  • Leukocytes, Mononuclear / cytology
  • Leukocytes, Mononuclear / metabolism
  • Lymphocytes / cytology
  • Lymphocytes / metabolism
  • Models, Biological*
  • Molecular Dynamics Simulation
  • Succinimides / metabolism*

Substances

  • 5-(6)-carboxyfluorescein diacetate succinimidyl ester
  • Fluoresceins
  • Fluorescent Dyes
  • Succinimides