Binding profiles for 961DrosophilaandC. eleganstranscription factors reveal tissue-specific regulatory relationships

生物 黑腹果蝇 秀丽隐杆线虫 转录因子 染色质 计算生物学 染色质免疫沉淀 模式生物 编码 遗传学 基因组 DNA结合位点 基因 发起人 基因表达
作者
Michelle Kudron,Louis Gewirtzman,Alec Victorsen,Bridget C. Lear,Dionne Vafeados,Jiahao Gao,Jinrui Xu,Swapna Samanta,Emily Frink,Adri Tran-Pearson,Chau Hyunh,Ann S. Hammonds,William F. Fisher,Martha Wall,Greg Wesseling,Vanessa Hernández,Zhichun Lin,Mary Kasparian,Kevin P. White,Ravi Allada,Mark Gerstein,LaDeana Hillier,S Celniker,V Reinke,R Waterston
出处
期刊:Genome Research [Cold Spring Harbor Laboratory]
卷期号:: gr.279037.124-gr.279037.124
标识
DOI:10.1101/gr.279037.124
摘要

A catalog of transcription factor (TF) binding sites in the genome is critical for deciphering regulatory relationships. Here we present the culmination of the efforts of the Model Organism ENCyclopedia Of DNA Elements (modENCODE) and the model organism Encyclopedia of Regulatory Networks (modERN) consortia to systematically assay TF binding events in vivo in two major model organisms, Drosophila melanogaster (fly) and Caenorhabditis elegans (worm). These datasets comprise 605 TFs identifying 3.6M sites in the fly and 356 TFs identifying 0.9 M sites in the worm and represent the majority of the regulatory space in each genome. We demonstrate that TFs associate with chromatin in clusters termed "metapeaks", that larger metapeaks have characteristics of high occupancy target (HOT) regions, and that the importance of consensus sequence motifs bound by TFs depends on metapeak size and complexity. Combining ChIP-seq data with single cell RNA-seq data in a machine learning model identifies TFs with a prominent role in promoting target gene expression in specific cell types, even differentiating between parent-daughter cells during embryogenesis. These data are a rich resource for the community that should fuel and guide future investigations into TF function. To facilitate data accessibility and utility, all strains expressing GFP-tagged TFs are available at the stock centers for each organism. The chromatin immunoprecipitation sequencing data are available through the ENCODE Data Coordinating Center, GEO, and through a direct interface that provides rapid access to processed data sets and summary analyses, as well as widgets to probe the cell type-specific TF-target relationships.
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