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A new model for the estimation of cell proliferation dynamics using CFSE data.
- Source :
-
Journal of immunological methods [J Immunol Methods] 2011 Oct 28; Vol. 373 (1-2), pp. 143-60. Date of Electronic Publication: 2011 Aug 24. - Publication Year :
- 2011
-
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.<br /> (Copyright © 2011 Elsevier B.V. All rights reserved.)
- Subjects :
- Algorithms
Cell Division
Flow Cytometry
Fluorescent Dyes metabolism
Humans
Kinetics
Leukocytes, Mononuclear cytology
Leukocytes, Mononuclear metabolism
Lymphocytes cytology
Lymphocytes metabolism
Molecular Dynamics Simulation
Cell Proliferation
Fluoresceins metabolism
Models, Biological
Succinimides metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1872-7905
- Volume :
- 373
- Issue :
- 1-2
- Database :
- MEDLINE
- Journal :
- Journal of immunological methods
- Publication Type :
- Academic Journal
- Accession number :
- 21889510
- Full Text :
- https://doi.org/10.1016/j.jim.2011.08.014