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Logic Modeling in Quantitative Systems Pharmacology.

Authors :
Traynard P
Tobalina L
Eduati F
Calzone L
Saez-Rodriguez J
Source :
CPT: pharmacometrics & systems pharmacology [CPT Pharmacometrics Syst Pharmacol] 2017 Aug; Vol. 6 (8), pp. 499-511. Date of Electronic Publication: 2017 Jul 29.
Publication Year :
2017

Abstract

Here we present logic modeling as an approach to understand deregulation of signal transduction in disease and to characterize a drug's mode of action. We discuss how to build a logic model from the literature and experimental data and how to analyze the resulting model to obtain insights of relevance for systems pharmacology. Our workflow uses the free tools OmniPath (network reconstruction from the literature), CellNOpt (model fit to experimental data), MaBoSS (model analysis), and Cytoscape (visualization).<br /> (© 2017 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of American Society for Clinical Pharmacology and Therapeutics.)

Details

Language :
English
ISSN :
2163-8306
Volume :
6
Issue :
8
Database :
MEDLINE
Journal :
CPT: pharmacometrics & systems pharmacology
Publication Type :
Academic Journal
Accession number :
28681552
Full Text :
https://doi.org/10.1002/psp4.12225