Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays

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SpringerBriefs in Electrical and Computer Engineering – SpringerBriefs in Control, Automation and Robotics

ISBN: 3319156055
ISBN 13: 9783319156057
Autor: Ahsen, Mehmet Eren/Özbay, Hitay/Niculescu, Silviu-Iulian
Verlag: Springer Basel AG
Umfang: xiii, 94 S., 15 farbige Illustr., 94 p. 15 illus. in color.
Erscheinungsdatum: 24.03.2015
Auflage: 1/2015
Produktform: Kartoniert
Einband: Kartoniert

Includes a concise introduction to the necessary molecular biology for mathematiciansFocuses on a deterministic, ODE-based model of GRNs, rather than the more difficult-to-analyze models based on Boolean and Bayesian networksContains exercises to allow use with graduate-level courses

Artikelnummer: 7741545 Kategorie:

Beschreibung

This brief examines a deterministic, ODE-based model for gene regulatory networks (GRN) that incorporates nonlinearities and time-delayed feedback. An introductory chapter provides some insights into molecular biology and GRNs. The mathematical tools necessary for studying the GRN model are then reviewed, in particular Hill functions and Schwarzian derivatives. One chapter is devoted to the analysis of GRNs under negative feedback with time delays and a special case of a homogenous GRN is considered. Asymptotic stability analysis of GRNs under positive feedback is then considered in a separate chapter, in which conditions leading to bi-stability are derived. Graduate and advanced undergraduate students and researchers in control engineering, applied mathematics, systems biology and synthetic biology will find this brief to be a clear and concise introduction to the modeling and analysis of GRNs.

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E-Mail: juergen.hartmann@springer.com

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