2019
Mapping connections in signaling networks with ambiguous modularity
Lill D, Rukhlenko O, Mc Elwee A, Kashdan E, Timmer J, Kholodenko B. Mapping connections in signaling networks with ambiguous modularity. Npj Systems Biology And Applications 2019, 5: 19. PMID: 31149348, PMCID: PMC6533310, DOI: 10.1038/s41540-019-0096-1.Peer-Reviewed Original ResearchConceptsModular Response AnalysisProtein abundanceProtein complexesNetwork reconstructionDownstream modulesRetroactive interactionsUpstream moduleComputational restorationNetwork modulesSuite of methodsAbundanceSuch complexesExperimental approachComplexesProteinEnzymePathwaySequestration effectNetwork responseDifferent modules
2018
Impact of measurement noise, experimental design, and estimation methods on Modular Response Analysis based network reconstruction
Thomaseth C, Fey D, Santra T, Rukhlenko OS, Radde NE, Kholodenko BN. Impact of measurement noise, experimental design, and estimation methods on Modular Response Analysis based network reconstruction. Scientific Reports 2018, 8: 16217. PMID: 30385767, PMCID: PMC6212399, DOI: 10.1038/s41598-018-34353-3.Peer-Reviewed Original ResearchConceptsModular Response AnalysisNetwork reconstructionSteady-state response curvesStatistical conceptsMeasurement noisePropagation of noiseNoise settingsEstimation methodNetwork structureTerms of accuracyLarge perturbationsResponse analysisDifferent replicatesPerturbation dataRegression strategyNoiseReconstructing static and dynamic models of signaling pathways using Modular Response Analysis
Santra T, Rukhlenko O, Zhernovkov V, Kholodenko B. Reconstructing static and dynamic models of signaling pathways using Modular Response Analysis. Current Opinion In Systems Biology 2018, 9: 11-21. DOI: 10.1016/j.coisb.2018.02.003.Peer-Reviewed Original ResearchModular Response AnalysisNetwork reconstruction methodsPhysics-based methodBiochemical pathwaysBiological networksNetwork reconstructionTopological modelDynamic modelResponse analysisNetwork modulesCertain conditionsPathwayReconstruction methodMechanistic modelEntire networkModelCore theoryReformulationPerturbationsTheorySufficient numberNetworkGlobal responseDirection
2002
Modular Response Analysis of Cellular Regulatory Networks
BRUGGEMAN F, WESTERHOFF H, HOEK J, KHOLODENKO B. Modular Response Analysis of Cellular Regulatory Networks. Journal Of Theoretical Biology 2002, 218: 507-520. PMID: 12384053, DOI: 10.1006/jtbi.2002.3096.Peer-Reviewed Original ResearchConceptsRegulatory networksMitogen-activated protein kinase cascadeEpidermal growth factor receptor (EGFR) networkGrowth factor receptor networkProtein kinase cascadeIntermodular interactionsCellular regulatory networksModular Response AnalysisIntracellular regulatory networksAmmonium assimilationKinase cascadeMolecular biological analysisGenetic circuitsInteraction mapSignal transducingEscherichia coliReceptor networkModular organizationMolecular interactionsBiological analysisSignal transferColiTransducingRegulationInteraction