Binding profiles for 961 Drosophila and C. elegans transcription factors reveal tissue-specific regulatory relationships.
Kudron M, Gevirtzman L, Victorsen A, Lear B, Gao J, Xu J, Samanta S, Frink E, Tran-Pearson A, Huynh C, Vafeados D, Hammonds A, Fisher W, Wall M, Wesseling G, Hernandez V, Lin Z, Kasparian M, White K, Allada R, Gerstein M, Hillier L, Celniker S, Reinke V, Waterston R. Binding profiles for 961 Drosophila and C. elegans transcription factors reveal tissue-specific regulatory relationships. Genome Research 2024, 34: 2319-2334. PMID: 39438113, DOI: 10.1101/gr.279037.124.Peer-Reviewed Original ResearchHigh-occupancy targetC. elegans transcription factorsSingle cell RNA-seq dataRegulatory relationshipsTranscription factor (TFChromatin immunoprecipitation sequencing dataTF-target relationshipsChIP-seq dataConsensus sequence motifRNA-seq dataDrosophila melanogaster</i>Promote target gene expressionTarget gene expressionChIP-seqSequence motifsSequence dataRegulatory networksEvents in vivoStock CenterModel organismsTranscription factorsTF functionGene expressionBinding sitesCell typesRepresenting core gene expression activity relationships using the latent structure implicit in Bayesian networks
Gao J, Gerstein M. Representing core gene expression activity relationships using the latent structure implicit in Bayesian networks. Bioinformatics 2024, 40: btae463. PMID: 39051682, PMCID: PMC11316617, DOI: 10.1093/bioinformatics/btae463.Peer-Reviewed Original ResearchTranscriptional regulatory networksGene regulatory networksCo-expression networkGene expression activityChIP-seqGene conservationCluster genesSupplementary dataRegulatory networksBiological networksClearer clusteringCo-expressionExpression activityBioinformaticsGenesBiomedical studiesConservationExpressionClustersLess-is-more: selecting transcription factor binding regions informative for motif inference
Xu J, Gao J, Ni P, Gerstein M. Less-is-more: selecting transcription factor binding regions informative for motif inference. Nucleic Acids Research 2024, 52: e20-e20. PMID: 38214231, PMCID: PMC10899791, DOI: 10.1093/nar/gkad1240.Peer-Reviewed Original ResearchConceptsChIP-seq signalsChIP-seqGenomic regionsMotif inferenceTranscription factorsTargeting motifTranscription factor binding regionsChIP-seq datasetsNon-specific interactionsC-scoreDNA motifsBinding regionMotifTranscriptionTF signalingAccurate inferenceStronger signalSignalDNARegionTargetInteraction