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Modeling for (physical) biologists: an introduction to the rule-based approach.


ABSTRACT: Models that capture the chemical kinetics of cellular regulatory networks can be specified in terms of rules for biomolecular interactions. A rule defines a generalized reaction, meaning a reaction that permits multiple reactants, each capable of participating in a characteristic transformation and each possessing certain, specified properties, which may be local, such as the state of a particular site or domain of a protein. In other words, a rule defines a transformation and the properties that reactants must possess to participate in the transformation. A rule also provides a rate law. A rule-based approach to modeling enables consideration of mechanistic details at the level of functional sites of biomolecules and provides a facile and visual means for constructing computational models, which can be analyzed to study how system-level behaviors emerge from component interactions.

SUBMITTER: Chylek LA 

PROVIDER: S-EPMC4526164 | biostudies-literature | 2015 Jul

REPOSITORIES: biostudies-literature

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Modeling for (physical) biologists: an introduction to the rule-based approach.

Chylek Lily A LA   Harris Leonard A LA   Faeder James R JR   Hlavacek William S WS  

Physical biology 20150716 4


Models that capture the chemical kinetics of cellular regulatory networks can be specified in terms of rules for biomolecular interactions. A rule defines a generalized reaction, meaning a reaction that permits multiple reactants, each capable of participating in a characteristic transformation and each possessing certain, specified properties, which may be local, such as the state of a particular site or domain of a protein. In other words, a rule defines a transformation and the properties tha  ...[more]

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