Genome biology · 2014 · 156 citations · 40 references
Life SciencesGeneticsMolecular BiologyGene ExpressionGene Expression AnalysisTranscriptomicsAllele-specific Expression AnalysisCancer GenomicsCancer TranscriptomicsDifferential Gene Expression AnalysisMolecular Tumor ProfilingTranscriptomic ProfilingAllele-specific DetectionAllele-specific ExpressionAllele-specific Expression QuantificationAllelic Imbalance DetectionCancer Allele-specific ExpressionCancer Copy Number AlterationsSingle-nucleotide Polymorphism VariationSingle-nucleotide Variants
Allele-specific gene expression, ASE, is an important aspect of gene regulation. We developed a novel method MBASED, meta-analysis based allele-specific expression detection for ASE detection using RNA-seq data that aggregates information across multiple single nucleotide variation loci to obtain a gene-level measure of ASE, even when prior phasing information is unavailable. MBASED is capable of one-sample and two-sample analyses and performs well in simulations. We applied MBASED to a panel of cancer cell lines and paired tumor-normal tissue samples, and observed extensive ASE in cancer, but not normal, samples, mainly driven by genomic copy number alterations.
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