An Agile Pipeline for RNA-Seq Data Analysis

Advances in Computer Vision and Computational BiologyTransactions on Computational Science and Computational Intelligence(2021)

引用 0|浏览8
暂无评分
摘要
Next-generation sequencing provides a more efficient way to characterize the transcriptome; meanwhile, it introduces significant issues for the effective analysis of large-scale sequencing data. To counteract this growing problem, we developed a robust and modular pipeline for examining whole transcriptome sequencing data quickly. Utilizing a Docker for containerization and unanimous cross-platform support, we modularized the pipeline and created a practical, automated structure for pragmatic use. Furthermore, we have developed segregated implementations of the pipeline sections to allow end-users to craft custom pipelines easily. We applied our tool to various datasets and showed that our pipeline offered high-quality sequencing data analysis.
更多
查看译文
关键词
Computational Biology, Sequencing, Data Analysis, RNA-seq, Uniform Environments, Containerization, Transcriptome, Genomics, Agile Pipeline
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要