基因组
工作流程
细菌基因组大小
注释
计算生物学
比较基因组学
肠沙门氏菌
脚本语言
生物
基因组学
可视化
基因组计划
计算机科学
遗传学
基因
数据挖掘
数据库
程序设计语言
大肠杆菌
作者
Dennis Carhuaricra-Huaman,João Carlos Setúbal
标识
DOI:10.1007/978-1-0716-3838-5_5
摘要
Thanks to advancements in genome sequencing and bioinformatics, thousands of bacterial genome sequences are available in public databases. This presents an opportunity to study bacterial diversity in unprecedented detail. This chapter describes a complete bioinformatics workflow for comparative genomics of bacterial genomes, including genome annotation, pangenome reconstruction and visualization, phylogenetic analysis, and identification of sequences of interest such as antimicrobial-resistance genes, virulence factors, and phage sequences. The workflow uses state-of-the-art, open-source tools. The workflow is presented by means of a comparative analysis of Salmonella enterica serovar Typhimurium genomes. The workflow is based on Linux commands and scripts, and result visualization relies on the R environment. The chapter provides a step-by-step protocol that researchers with basic expertise in bioinformatics can easily follow to conduct investigations on their own genome datasets.
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