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aRNApipe: a balanced efficient and distributed pipeline for processing RNA-seq data in high-performance computing environments

机译:aRNApipe:一种平衡高效且分布式的管道用于在高性能计算环境中处理RNA-seq数据

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摘要

SummaryThe wide range of RNA-seq applications and their high-computational needs require the development of pipelines orchestrating the entire workflow and optimizing usage of available computational resources. We present aRNApipe, a project-oriented pipeline for processing of RNA-seq data in high-performance cluster environments. aRNApipe is highly modular and can be easily migrated to any high-performance computing (HPC) environment. The current applications included in aRNApipe combine the essential RNA-seq primary analyses, including quality control metrics, transcript alignment, count generation, transcript fusion identification, alternative splicing and sequence variant calling. aRNApipe is project-oriented and dynamic so users can easily update analyses to include or exclude samples or enable additional processing modules. Workflow parameters are easily set using a single configuration file that provides centralized tracking of all analytical processes. Finally, aRNApipe incorporates interactive web reports for sample tracking and a tool for managing the genome assemblies available to perform an analysis.
机译:结束语广泛的RNA序列应用及其对计算的高度需求要求开发管线以协调整个工作流程并优化可用计算资源的使用。我们提出了aRNApipe,这是一个面向项目的管道,用于在高性能集群环境中处理RNA-seq数据。 aRNApipe是高度模块化的,可以轻松迁移到任何高性能计算(HPC)环境。 RNA管道中包含的当前应用程序结合了基本的RNA-seq初步分析,包括质量控制指标,转录本比对,计数生成,转录本融合鉴定,替代剪接和序列变异调用。 aRNApipe是面向项目且动态的,因此用户可以轻松地更新分析以包括或排除样品,或启用其他处理模块。使用单个配置文件即可轻松设置工作流程参数,该文件可集中跟踪所有分析过程。最后,aRNApipe结合了用于样本跟踪的交互式网络报告和用于管理可用于执行分析的基因组装配的工具。

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