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portada Boolean Networks as Predictive Models of Emergent Biological Behaviors
Boolean Networks as Predictive Models of Emergent Biological BehaviorsBoolean Networks as Predictive Models of Emergent Biological Behaviors
Type
Physical Book
Publisher
Author
Language
English
Pages
68
Format
Paperback
ISBN13
9781009292962

Boolean Networks as Predictive Models of Emergent Biological Behaviors

Jordan C. Rozum Colin Campbell Eli Newby Fatemeh Sadat Fatemi Nasrollahi Rã Ka Albert (Author) · Cambridge University Press · Paperback

Boolean Networks as Predictive Models of Emergent Biological Behaviors - Jordan C. Rozum Colin Campbell Eli Newby Fatemeh Sadat Fatemi Nasrollahi Rã Ka Albert

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Synopsis "Boolean Networks as Predictive Models of Emergent Biological Behaviors"

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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