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Sensitivity of signaling pathway dynamics to plasmid transfection and its consequences.

Authors :
Smieja J
Dolbniak M
Source :
Mathematical biosciences and engineering : MBE [Math Biosci Eng] 2016 Dec 01; Vol. 13 (6), pp. 1207-1222.
Publication Year :
2016

Abstract

This paper deals with development of signaling pathways models and using plasmid-based experiments to support parameter estimation. We show that if cells transfected with plasmids are used in experiments, the models should include additional components that describe explicitly effects induced by plasmids. Otherwise, when the model is used to analyze responses of wild type, i.e. non-transfected cells, it may not capture their dynamics properly or even lead to false conclusions. In order to illustrate this, an original mathematical model of miRNA-mediated control of gene expression in the NFκB pathway is presented. The paper shows what artifacts might appear due to experimental procedures and how to develop the models in order to avoid pursuing these artifacts instead of real kinetics.

Details

Language :
English
ISSN :
1551-0018
Volume :
13
Issue :
6
Database :
MEDLINE
Journal :
Mathematical biosciences and engineering : MBE
Publication Type :
Academic Journal
Accession number :
27775376
Full Text :
https://doi.org/10.3934/mbe.2016039