Boolean Networks As Predictive Models of Emergent Biological Behaviors - Rilegato

Rozum, Jordan C.; Campbell, Colin; Newby, Eli; Nasrollahi, Fatemeh Sadat Fatemi; Albert, Rka

 
9781009478717: Boolean Networks As Predictive Models of Emergent Biological Behaviors
Rilegato
ISBN 10: 1009478710 ISBN 13: 9781009478717
Casa editrice: Cambridge Univ Pr, 2024

Sinossi

Interacting biological systems at all organizational levels display emergent behavior. Modeling these systems is made challenging by the number and variety of biological components and interactions – from molecules in gene regulatory networks to species in ecological networks – and the often-incomplete state of system knowledge, such as the unknown values of kinetic parameters for biochemical reactions. Boolean networks have emerged as a powerful tool for modeling these systems. This Element provides a methodological overview of Boolean network models of biological systems. After a brief introduction, the authors describe the process of building, analyzing, and validating a Boolean model. They then present the use of the model to make predictions about the system's response to perturbations and about how to control its behavior. The Element emphasizes the interplay between structural and dynamical properties of Boolean networks and illustrates them in three case studies from disparate levels of biological organization.

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Editore
Cambridge Univ Pr
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1009478710
ISBN 13 
9781009478717
Rilegatura
Copertina rigida
Numero di pagine
75
Contatto del produttore
non disponibile
Persona responsabile
Avery
https://www.avery.fr/

chemin des peupliers 27
Dardilly
Francia

Altre edizioni note dello stesso titolo

9781009292962: Boolean Networks as Predictive Models of Emergent Biological Behaviors

Edizione in evidenza

ISBN 10:  100929296X ISBN 13:  9781009292962
Casa editrice: Cambridge University Press, 2024
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