Binding profiles for 954 Drosophila and C. elegans transcription factors revealtissue specific regulatory relationships
Kudron, M.; Gewirtzman, L.; Victorsen, A.; Lear, B. C.; 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. P.; Allada, R.; Gerstein, M.; Hillier, L.; Celniker, S. E.; Reinke, V.; Waterston, R. H.
Show abstract
A catalog of transcription factor (TF) binding sites in the genome is critical for deciphering regulatory relationships. Here we present the culmination of the modERN (model organism Encyclopedia of Regulatory Networks) consortium that systematically assayed TF binding events in vivo in two major model organisms, Drosophila melanogaster (fly) and Caenorhabditis elegans (worm). We describe key features of these datasets, comprising 604 TFs identifying 3.6M sites in the fly and 350 TFs identifying 0.9 M sites in the worm. Applying a machine learning model to these data identifies sets of TFs with a prominent role in promoting target gene expression in specific cell types. TF binding data are available through the ENCODE Data Coordinating Center and at https://epic.gs.washington.edu/modERNresource, which provides access to processed and summary data, as well as widgets to probe cell type-specific TF-target relationships. These data are a rich resource that should fuel investigations into TF function during development.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes 96%
- Distal regulation, silencers and a shared combinatorial syntax are hallmarks of animal embryogenesis 96%
- Tissue-specific profiling reveals distinctive regulatory architectures for ubiquitous, germline and somatic genes 96%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Retinoblastoma protein activity revealed by CRISPRi study of divergent Rbf1 and Rbf2 paralogs 95%
- Transcriptional repression and enhancer decommissioning silence cell cycle genes in postmitotic tissues. 95%
- An updated compendium of Caenorhabditis elegans RNA-binding proteins and their regulation 94%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.