JCVI: A versatile toolkit for comparative genomics analysis

IF 23.7 Q1 MICROBIOLOGY iMeta Pub Date : 2024-06-12 DOI:10.1002/imt2.211
Haibao Tang, Vivek Krishnakumar, Xiaofei Zeng, Zhougeng Xu, Adam Taranto, Johnathan S. Lomas, Yixing Zhang, Yumin Huang, Yibin Wang, Won Cheol Yim, Jisen Zhang, Xingtan Zhang
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Abstract

The life cycle of genome builds spans interlocking pillars of assembly, annotation, and comparative genomics to drive biological insights. While tools exist to address each pillar separately, there is a growing need for tools to integrate different pillars of a genome project holistically. For example, comparative approaches can provide quality control of assembly or annotation; genome assembly, in turn, can help to identify artifacts that may complicate the interpretation of genome comparisons. The JCVI library is a versatile Python-based library that offers a suite of tools that excel across these pillars. Featuring a modular design, the JCVI library provides high-level utilities for tasks such as format parsing, graphics generation, and manipulation of genome assemblies and annotations. Supporting genomics algorithms like MCscan and ALLMAPS are widely employed in building genome releases, producing publication-ready figures for quality assessment and evolutionary inference. Developed and maintained collaboratively, the JCVI library emphasizes quality and reusability.

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JCVI:用于比较基因组学分析的多功能工具包
基因组构建的生命周期跨越了组装、注释和比较基因组学等环环相扣的支柱,以推动对生物学的深入了解。虽然现有的工具可以分别解决每个支柱的问题,但人们越来越需要能全面整合基因组项目不同支柱的工具。例如,比较方法可以提供组装或注释的质量控制;反过来,基因组组装可以帮助识别可能使基因组比较解释复杂化的人工制品。JCVI 库是一个基于 Python 的多功能库,它提供了一套在这些支柱方面都很出色的工具。JCVI 库采用模块化设计,为格式解析、图形生成以及基因组组装和注释操作等任务提供高级实用程序。MCscan 和 ALLMAPS 等支持基因组学的算法被广泛应用于构建基因组版本,为质量评估和进化推断生成可用于发表的图形。JCVI 库是合作开发和维护的,强调质量和可重用性。
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