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PRADA: pipeline for RNA sequencing data analysis

机译:PRADA:RNA测序数据分析的管道

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摘要

Technological advances in high-throughput sequencing necessitate improved computational tools for processing and analyzing large-scale datasets in a systematic automated manner. For that purpose, we have developed PRADA (Pipeline for RNA-Sequencing Data Analysis), a flexible, modular and highly scalable software platform that provides many different types of information available by multifaceted analysis starting from raw paired-end RNA-seq data: gene expression levels, quality metrics, detection of unsupervised and supervised fusion transcripts, detection of intragenic fusion variants, homology scores and fusion frame classification. PRADA uses a dual-mapping strategy that increases sensitivity and refines the analytical endpoints. PRADA has been used extensively and successfully in the glioblastoma and renal clear cell projects of The Cancer Genome Atlas program
机译:高通量测序的技术进步需要改进的计算工具,以便以系统的自动化方式处理和分析大规模数据集。为此,我们开发了PRADA(RNA测序数据分析管道),它是一种灵活,模块化且高度可扩展的软件平台,可从多对端原始RNA-seq数据开始,通过多方面分析提供许多不同类型的信息:表达水平,质量指标,无监督和有监督的融合转录本的检测,基因内融合变体的检测,同源性评分和融合框架分类。 PRADA使用双重映射策略来提高灵敏度并完善分析终点。 PRADA已在癌症基因组图谱计划的胶质母细胞瘤和肾透明细胞计划中得到广泛成功的应用

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