Nature Communications · 2019 · 301 citations · 60 references
MedicineMolecular GeneticsOncologyGene ExpressionMolecular OncologyPharmacogenomicsCancer GenomicsCancer PharmacogenomicsCancer TranscriptomicsMulti-omics InterpretationNoncoding Rna In CancerOncogenic Signaling PathwaysCancer Signaling PathwaysClinical Utility AnalysisCross-pathway RegulationEnhancer RnasIntegrated Multi-omics AnalysisPharmacogenomic ImplicationsPharmacogenomics Data IntegrationTranscriptional Activation
Enhancer RNA (eRNA) is a type of noncoding RNA transcribed from the enhancer. Although critical roles of eRNA in gene transcription control have been increasingly realized, the systemic landscape and potential function of eRNAs in cancer remains largely unexplored. Here, we report the integration of multi-omics and pharmacogenomics data across large-scale patient samples and cancer cell lines. We observe a cancer-/lineage-specificity of eRNAs, which may be largely driven by tissue-specific TFs. eRNAs are involved in multiple cancer signaling pathways through putatively regulating their target genes, including clinically actionable genes and immune checkpoints. They may also affect drug response by within-pathway or cross-pathway means. We characterize the oncogenic potential and therapeutic liability of one eRNA, NET1e, supporting the clinical feasibility of eRNA-targeted therapy. We identify a panel of clinically relevant eRNAs and developed a user-friendly data portal. Our study reveals the transcriptional landscape and clinical utility of eRNAs in cancer.
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The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations