Science · 2010 · 101 citations · 27 references
Life SciencesGeneticsMolecular GeneticsGene FunctionGene RegulationGene Regulatory NetworksBiological NetworksGene Dosage EffectsGenetic Circuit DesignMolecular Interaction NetworksDosage CompensationGene Network AnalysisGene Network ModelingGene Regulation NetworksGene Regulatory Network ModelsRegulatory Gene NetworksRegulatory Network ModelingYeast Transcriptional Networks
Coping with variations in network dosage is crucial for maintaining optimal function in gene networks. We explored how network structure facilitates network-level dosage compensation. By using the yeast galactose network as a model, we combinatorially deleted one of the two copies of its four regulatory genes and found that network activity was robust to the change in network dosage. A mathematical analysis revealed that a two-component genetic circuit with elements of opposite regulatory activity (activator and inhibitor) constitutes a minimal requirement for network-dosage invariance. Specific interaction topologies and a one-to-one interaction stoichiometry between the activating and inhibiting agents were additional essential elements facilitating dosage invariance. This mechanism of network-dosage invariance could represent a general design for gene network structure in cells.
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