transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation

被引:10
作者
Fallon, Timothy R. [1 ]
Calounova, Tereza [2 ]
Mokrejs, Martin [2 ]
Weng, Jing-Ke [3 ,4 ]
Pluskal, Tomas [2 ]
机构
[1] Univ Calif San Diego, Scripps Inst Oceanog, 9500 Gilman Dr, La Jolla, CA 92093 USA
[2] Czech Acad Sci, Inst Organ Chem & Biochem, Flemingovo Namesti 2, Prague 6, Czech Republic
[3] Whitehead Inst Biomed Res, 455 Main St, Cambridge, MA 02142 USA
[4] MIT, Dept Biol, Cambridge, MA 02139 USA
基金
欧盟地平线“2020”; 美国国家科学基金会;
关键词
De novo transcriptome assembly; RNA-seq; Non-model organisms; Transcriptome annotation; Differential expression analysis; Reproducible software; High-performance computing; WORKFLOW; ALIGNMENT; COVERAGE; TOOLS;
D O I
10.1186/s12859-023-05254-8
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundRNA-seq followed by de novo transcriptome assembly has been a transformative technique in biological research of non-model organisms, but the computational processing of RNA-seq data entails many different software tools. The complexity of these de novo transcriptomics workflows therefore presents a major barrier for researchers to adopt best-practice methods and up-to-date versions of software.ResultsHere we present a streamlined and universal de novo transcriptome assembly and annotation pipeline, transXpress, implemented in Snakemake. transXpress supports two popular assembly programs, Trinity and rnaSPAdes, and allows parallel execution on heterogeneous cluster computing hardware.ConclusionstransXpress simplifies the use of best-practice methods and up-to-date software for de novo transcriptome assembly, and produces standardized output files that can be mined using SequenceServer to facilitate rapid discovery of new genes and proteins in non-model organisms.
引用
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页数:11
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