Cell · 2014 · 2K citations · 66 references
Life SciencesGeneticsMolecular BiologyGene RegulationSequence AnalysisTranscriptional RegulationCore Promoter ElementsGene Regulatory ElementsPromoter ArchitecturePromoter RecognitionTranscription FactorsTranscription In EukaryotesTranscription Factor Binding SitesTranscription Factor Binding SpecificityTranscription Factor Specificity
Transcription factor (TF) DNA sequence preferences direct their regulatory activity, but are currently known for only ∼1% of eukaryotic TFs. Broadly sampling DNA-binding domain (DBD) types from multiple eukaryotic clades, we determined DNA sequence preferences for >1,000 TFs encompassing 54 different DBD classes from 131 diverse eukaryotes. We find that closely related DBDs almost always have very similar DNA sequence preferences, enabling inference of motifs for ∼34% of the ∼170,000 known or predicted eukaryotic TFs. Sequences matching both measured and inferred motifs are enriched in chromatin immunoprecipitation sequencing (ChIP-seq) peaks and upstream of transcription start sites in diverse eukaryotic lineages. SNPs defining expression quantitative trait loci in Arabidopsis promoters are also enriched for predicted TF binding sites. Importantly, our motif "library" can be used to identify specific TFs whose binding may be altered by human disease risk alleles. These data present a powerful resource for mapping transcriptional networks across eukaryotes.
66
The Pfam Protein Families Database
Alex Bateman · Nucleic Acids Research · 2002 · 14.2K citations · Full text
Clustering by Passing Messages Between Data Points
Brendan J. Frey, Delbert Dueck · Science · 2007 · 6.9K citations
Systematic Localization of Common Disease-Associated Variation in Regulatory DNA
Matthew T. Maurano, Richard Humbert, Eric Rynes et al. · Science · 2012 · 4K citations · Full text