Cell Reports · 2013 · 386 citations · 49 references
Life SciencesGeneticsMolecular BiologyGene ExpressionGenomicsTranscriptional RegulationBinding SpecificityFunctional GenomicsGene Regulatory ElementsMotif DiscoveryTranscription FactorsTranscriptional Regulation In EukaryotesDna Binding SitesDna-binding MotifsLocal Sequence Context EffectsProtein-dna Recognition MotifsRegulatory Dna MotifsTranscription Factor Binding SitesTranscription Factor Binding SpecificityTranscription Factor Specificity
DNA sequence is a major determinant of the binding specificity of transcription factors (TFs) for their genomic targets. However, eukaryotic cells often express, at the same time, TFs with highly similar DNA binding motifs but distinct in vivo targets. Currently, it is not well understood how TFs with seemingly identical DNA motifs achieve unique specificities in vivo. Here, we used custom protein-binding microarrays to analyze TF specificity for putative binding sites in their genomic sequence context. Using yeast TFs Cbf1 and Tye7 as our case studies, we found that binding sites of these bHLH TFs (i.e., E-boxes) are bound differently in vitro and in vivo, depending on their genomic context. Computational analyses suggest that nucleotides outside E-box binding sites contribute to specificity by influencing the three-dimensional structure of DNA binding sites. Thus, the local shape of target sites might play a widespread role in achieving regulatory specificity within TF families.
49
Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations
Support Vector Regression Machines
Harris Drucker, Christopher J. C. Burges, Linda Kaufman et al. · 1996 · 4.2K citations
The accessible chromatin landscape of the human genome
Robert E. Thurman, Eric Rynes, Richard Humbert et al. · Nature · 2012 · 2.9K citations · Full text
Transcriptional regulatory code of a eukaryotic genome
Christopher Harbison, D. Benjamin Gordon, Tong Ihn Lee et al. · Nature · 2004 · 2.2K citations · Full text
Saccharomyces Genome Database: the genomics resource of budding yeast
J. Michael Cherry, Eurie L. Hong, Carolyn Amundsen et al. · Nucleic Acids Research · 2011 · 2K citations · Full text