Multiomic characterization of pancreatic cancer-associated macrophage polarization reveals deregulated metabolic programs driven by the GM-CSF–PI3K pathway
Boyer S, Lee H, Steele N, Zhang L, Sajjakulnukit P, Andren A, Ward M, Singh R, Basrur V, Zhang Y, Nesvizhskii A, di Magliano M, Halbrook C, Lyssiotis C. Multiomic characterization of pancreatic cancer-associated macrophage polarization reveals deregulated metabolic programs driven by the GM-CSF–PI3K pathway. ELife 2022, 11: e73796. PMID: 35156921, PMCID: PMC8843093, DOI: 10.7554/elife.73796.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsCell Line, TumorCell Transformation, NeoplasticGene Expression ProfilingGranulocyte-Macrophage Colony-Stimulating FactorHumansMetabolic Networks and PathwaysMetabolomicsMiceMice, Inbred C57BLPancreatic NeoplasmsProteomicsSignal TransductionTranscription FactorsTumor-Associated MacrophagesConceptsTumor-educated macrophagesSingle-cell RNA sequencing datasetsCancer cellsMultiomics characterizationRNA sequencing datasetsTumor-associated macrophagesPI3K-Akt pathwayPI3K pathwayMetabolic programsSequencing datasetsGene expressionMetabolic crosstalkFunction of TAMsCell typesK pathwayGM-CSFGranulocyte-macrophage colony-stimulating factorTumor promotingModel systemEpithelial cellsPathwayColony-stimulating factorMetabolic signaturesMutant KrasMalignant epithelial cellsPrioritization 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