2017
GRAPE: a pathway template method to characterize tissue-specific functionality from gene expression profiles
Klein MI, Stern DF, Zhao H. GRAPE: a pathway template method to characterize tissue-specific functionality from gene expression profiles. BMC Bioinformatics 2017, 18: 317. PMID: 28651562, PMCID: PMC5485588, DOI: 10.1186/s12859-017-1711-z.Peer-Reviewed Original ResearchConceptsGene expression profilesExpression profilesIndividual gene expression profilesTissue-specific functionalityEnrichment-based methodsPathway scoresGene expression levelsBatch effectsPathway genesPresent genesPerturbed pathwaysPathway expressionExpression levelsIndividual samplesTissue typesPathwayGenesTCGA subtypesAbnormal pathwaysIndependent datasetsBreast cancer subtypesNon-competitive approachIndividual tumorsCancer subtypesGrapes
2005
Phosphoproteomics for oncology discovery and treatment
Stern DF. Phosphoproteomics for oncology discovery and treatment. Expert Opinion On Therapeutic Targets 2005, 9: 851-860. PMID: 16083347, DOI: 10.1517/14728222.9.4.851.Peer-Reviewed Original ResearchConceptsPhosphoproteomic analysisProtein phosphorylationReversible protein phosphorylationSignal transduction pathwaysCellular regulationProtein kinaseTransduction pathwaysHuman cancersDevelopment of drugsPathwayPhosphorylationGood targetImportant insightsCancer therapyCancer drugsPhosphoproteomicsCellsIndividual tumorsPowerful toolKinaseRegulationIntermediary levelDiscoveryTargetIdentification