Nucleic Acids Research · 2017 · 61 citations · 47 references
Life SciencesGeneticsMolecular BiologyGene ExpressionGenomicsTranscriptional RegulationCell-type-specific TranscriptomicsDevelopmental TranscriptomicsMicrorna BiogenesisMicrorna BiologyNoncoding Rna TranscriptomicsTranscription Start SitesCell Type-specific Expression QuantificationCell-type-specific EnhancersChromatin At Transcription Start SitesIntergenic MicrornasMicrorna Gene Transcriptional RegulationSuper-enhancersTranscription Start Site MappingTranscriptional Start Sites
Changes in mature microRNA (miRNA) levels that occur downstream of signaling cascades play an important role during human development and disease. However, the regulation of primary microRNA (pri-miRNA) genes remains to be dissected in detail. To address this, we followed a data-driven approach and developed a transcript identification, validation and quantification pipeline for characterizing the regulatory domains of pri-miRNAs. Integration of 92 nascent transcriptomes and multilevel data from cells arising from ecto-, endo- and mesoderm lineages reveals cell type-specific expression patterns, allows fine-resolution mapping of transcription start sites (TSS) and identification of candidate regulatory regions. We show that inter- and intragenic pri-miRNA transcripts span vast genomic regions and active TSS locations differ across cell types, exemplified by the mir-29a∼29b-1, mir-100∼let-7a-2∼125b-1 and miR-221∼222 clusters. Considering the presence of multiple TSS as an important regulatory feature at miRNA loci, we developed a strategy to quantify differential TSS usage. We demonstrate that the TSS activities associate with cell type-specific super-enhancers, differential stimulus responsiveness and higher-order chromatin structure. These results pave the way for building detailed regulatory maps of miRNA loci.
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Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations
BEDTools: a flexible suite of utilities for comparing genomic features
Aaron R. Quinlan, Ira M. Hall · Bioinformatics · 2010 · 30.4K citations · Full text
An integrated encyclopedia of DNA elements in the human genome