Controllability analysis of the directed human protein interaction network identifies disease genes and drug targets
Vinayagam A, Gibson TE, Lee HJ, Yilmazel B, Roesel C, Hu Y, Kwon Y, Sharma A, Liu YY, Perrimon N, Barabási AL. Controllability analysis of the directed human protein interaction network identifies disease genes and drug targets. Proceedings Of The National Academy Of Sciences Of The United States Of America 2016, 113: 4976-4981. PMID: 27091990, PMCID: PMC4983807, DOI: 10.1073/pnas.1603992113.Peer-Reviewed Original ResearchConceptsPPI networkDisease genesProtein-protein interaction networkDrug targetsCellular information processingHuman PPI networkNovel disease genesCopy number alteration dataPotential drug targetsNumber alteration dataDisease-causing mutationsIndispensable proteinsInteraction networksCell deathGenesProteinCell proliferationDifferent cancersHuman virusesPrimary targetAlteration dataDisease statesTargetMutationsNetwork control propertiesPrioritization of gene regulatory interactions from large-scale modules in yeast
Lee HJ, Manke T, Bringas R, Vingron M. Prioritization of gene regulatory interactions from large-scale modules in yeast. BMC Bioinformatics 2008, 9: 32. PMID: 18211684, PMCID: PMC2244593, DOI: 10.1186/1471-2105-9-32.Peer-Reviewed Original ResearchConceptsTranscriptional modulesRegulatory interactionsTarget genesTranscription factorsChIP-chip binding dataTF-gene interactionsGene regulatory interactionsCo-regulated proteinsCo-regulated genesNormal growth conditionsGenome-wide dataCell wall synthesisChIP-chip dataRegulatory linkWall synthesisFunctional categoriesRegulatory proteinsYeast dataGenesCoherent modulesGrowth conditionsProteinBiological systemsDifferent reference datasetsNumerous modules