Publication | Open Access
Large-Scale Analysis of Network Bistability for Human Cancers
85
Citations
57
References
2010
Year
EngineeringMolecular BiologyNetwork AnalysisNetwork BistabilityTumor BiologyBiological NetworkBiological Network VisualizationMolecular DiagnosticsRadiation OncologyCancer ResearchInteractomicsGene Regulatory NetworksPathway AnalysisBioinformaticsFunctional GenomicsNetwork ScienceSignal TransductionComputational BiologyRegulatory Network ModellingHigh-dimensional NetworkSystems BiologyMedicineDiagnosis Biomarkers
Protein-protein interaction and gene regulatory networks are likely to be locked in a state corresponding to a disease by the behavior of one or more bistable circuits exhibiting switch-like behavior. Sets of genes could be over-expressed or repressed when anomalies due to disease appear, and the circuits responsible for this over- or under-expression might persist for as long as the disease state continues. This paper shows how a large-scale analysis of network bistability for various human cancers can identify genes that can potentially serve as drug targets or diagnosis biomarkers.
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