Modeling the dynamics of transcriptional gene regulatory networks for animal development.
The dynamic process of cell fate specification is regulated by networks of regulatory genes. The architecture of the network defines the temporal order of specification events. To understand the dynamic control of the developmental process, the kinetics of mRNA and protein synthesis and the response of the cis-regulatory modules to transcription factor concentration must be considered. Here we review mathematical models for mRNA and protein synthesis kinetics which are based on experimental measurements of the rates of the relevant processes. The model comprises the response functions of cis-regulatory modules to their transcription factor inputs, by incorporating binding site occupancy and its dependence on biologically measurable quantities. We use this model to simulate gene expression, to distinguish between cis-regulatory execution of "AND" and "OR" logic functions, rationalize the oscillatory behavior of certain transcriptional auto-repressors and to show how linked subcircuits can be dealt with. Model simulations display the effects of mutation of binding sites, or perturbation of upstream gene expression. The model is a generally useful tool for understanding gene regulation and the dynamics of cell fate specification.
Ben-Tabou de-Leon
Smadar
S
Division of Biology 156-29, California Institute of Technology, Pasadena, CA 91125, USA. smadar@caltech.edu
Davidson
Eric H
EH
D000818:Animals; D001665:Binding Sites; D001683:Biological Clocks; D004268:DNA-Binding Proteins / Q000378:metabolism; D018507:Gene Expression Regulation, Developmental / Q000502:physiology; D053263:Gene Regulatory Networks; D005809:Genes, Regulator / Q000235:genetics / Q000502:physiology*; D007700:Kinetics; D008957:Models, Genetic; D014176:Protein Biosynthesis / Q000235:genetics*; D012333:RNA, Messenger / Q000096:biosynthesis*; D014157:Transcription Factors / Q000235:genetics / Q000378:metabolism; D014158:Transcription, Genetic
D004268:DNA-Binding Proteins; D012333:RNA, Messenger; D014157:Transcription Factors