Cell population dynamics model for deconvolution of murine embryonic stem cell self-renewal and differentiation responses to cytokines and extracellular matrix.

Abstract:

:Stem cell self-renewal versus differentiation fate decisions are difficult to characterize and analyze due to multiple competing rate processes occurring simultaneously among heterogeneous cell subpopulations. To address this challenge, we describe a mathematical model for cell population dynamics that allows flow cytometry measurement of population distributions of molecular markers to be deconvoluted in terms of subpopulation-specific rate parameters distinguishing commitment to differentiation, proliferation of differentiated cells, and proliferation of undifferentiated cells (i.e., self-renewal). We validate this model-based parameter determination by means of dedicated, independent cell-tracking studies. Our approach facilitates interpretation of relationships underlying effects of external cues on cell responses in differentiating cultures via intracellular signals.

journal_name

Biotechnol Bioeng

authors

Prudhomme WA,Duggar KH,Lauffenburger DA

doi

10.1002/bit.20244

subject

Has Abstract

pub_date

2004-11-05 00:00:00

pages

264-72

issue

3

eissn

0006-3592

issn

1097-0290

journal_volume

88

pub_type

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