{"title":"RNA-seq: Basic Bioinformatics Analysis","authors":"Fei Ji, Ruslan I. Sadreyev","doi":"10.1002/cpmb.68","DOIUrl":null,"url":null,"abstract":"<p>Quantitative analysis of gene expression is crucial for understanding the molecular mechanisms underlying genome regulation. RNA-seq is a powerful platform for comprehensive investigation of the transcriptome. In this unit, we present a general bioinformatics workflow for the quantitative analysis of RNA-seq data and describe a few current publicly available computational tools applicable at various steps of this workflow. These tools comprise a pipeline for quality assessment and quantitation of RNA-seq data that starts from raw sequencing files and is focused on the identification and analysis of genes that are differentially expressed between biological conditions. © 2018 by John Wiley & Sons, Inc.</p>","PeriodicalId":10734,"journal":{"name":"Current Protocols in Molecular Biology","volume":"124 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2018-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1002/cpmb.68","citationCount":"36","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Protocols in Molecular Biology","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cpmb.68","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Biochemistry, Genetics and Molecular Biology","Score":null,"Total":0}
引用次数: 36
Abstract
Quantitative analysis of gene expression is crucial for understanding the molecular mechanisms underlying genome regulation. RNA-seq is a powerful platform for comprehensive investigation of the transcriptome. In this unit, we present a general bioinformatics workflow for the quantitative analysis of RNA-seq data and describe a few current publicly available computational tools applicable at various steps of this workflow. These tools comprise a pipeline for quality assessment and quantitation of RNA-seq data that starts from raw sequencing files and is focused on the identification and analysis of genes that are differentially expressed between biological conditions. © 2018 by John Wiley & Sons, Inc.
RNA-seq:基础生物信息学分析
基因表达的定量分析对于理解基因组调控的分子机制至关重要。RNA-seq是一个全面研究转录组的强大平台。在本单元中,我们提出了一个用于RNA-seq数据定量分析的一般生物信息学工作流程,并描述了一些当前公开可用的计算工具,适用于该工作流程的各个步骤。这些工具包括从原始测序文件开始的RNA-seq数据的质量评估和定量管道,重点是鉴定和分析不同生物条件下差异表达的基因。©2018 by John Wiley &儿子,Inc。
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