iDREM: Interactive visualization of dynamic regulatory networks
Ding J, Hagood JS, Ambalavanan N, Kaminski N, Bar-Joseph Z. iDREM: Interactive visualization of dynamic regulatory networks. PLOS Computational Biology 2018, 14: e1006019. PMID: 29538379, PMCID: PMC5868853, DOI: 10.1371/journal.pcbi.1006019.Peer-Reviewed Original ResearchConceptsDynamic regulatory networksRegulatory networksHigh-throughput time series dataInteraction dataProtein-DNA interaction dataSingle-cell RNA-seqTime series gene expression dataStatic datasetsInteractive visualizationGene expression dataData typesRNA-seqTime series dataBiological processesExpression dataMiRNA expressionNetworkSeries dataImportant challengeNew versionDevelopmental dataNovel hypothesisUnified modelMultiple labsRecent yearsReconstructing differentiation networks and their regulation from time series single-cell expression data
Ding J, Aronow BJ, Kaminski N, Kitzmiller J, Whitsett JA, Bar-Joseph Z. Reconstructing differentiation networks and their regulation from time series single-cell expression data. Genome Research 2018, 28: 383-395. PMID: 29317474, PMCID: PMC5848617, DOI: 10.1101/gr.225979.117.Peer-Reviewed Original ResearchTranscription factorsSingle-cell expression dataSingle-cell RNA-seq dataRNA-seq dataDiverse cell populationsGene expression levelsDifferent cell typesStages of organogenesisCell fateDescendant cellsDifferentiation networkExpression similarityKey regulatorRegulatory informationExpression dataCell typesProgenitor cellsCell trajectoriesExpression levelsCell populationsDevelopmental dataCellsLineagesOrganogenesisRegulator