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SPARTA: Simple Program for Automated reference-based bacterial RNA-seq Transcriptome Analysis

机译:SPARTA:基于参考的自动细菌RNA-seq转录组分析自动化程序

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摘要

BackgroundMany tools exist in the analysis of bacterial RNA sequencing (RNA-seq) transcriptional profiling experiments to identify differentially expressed genes between experimental conditions. Generally, the workflow includes quality control of reads, mapping to a reference, counting transcript abundance, and statistical tests for differentially expressed genes. In spite of the numerous tools developed for each component of an RNA-seq analysis workflow, easy-to-use bacterially oriented workflow applications to combine multiple tools and automate the process are lacking. With many tools to choose from for each step, the task of identifying a specific tool, adapting the input/output options to the specific use-case, and integrating the tools into a coherent analysis pipeline is not a trivial endeavor, particularly for microbiologists with limited bioinformatics experience.
机译:背景技术在细菌RNA测序(RNA-seq)转录谱分析实验的分析中,存在许多工具可以识别实验条件之间差异表达的基因。通常,工作流程包括读取的质量控制,映射到参考,对转录本数量进行计数以及差异表达基因的统计测试。尽管为RNA序列分析工作流程的每个组件开发了众多工具,但仍缺乏易于使用的面向细菌的工作流程应用程序来组合多个工具并使流程自动化。每个步骤都有许多工具可供选择,识别特定工具,使输入/输出选项适应特定用例以及将工具集成到一致的分析管道中的任务并非易事,特别是对于微生物学家而言,有限的生物信息学经验。

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