Cargando…

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

BACKGROUND: RNA-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 therefor...

Descripción completa

Detalles Bibliográficos
Autores principales: Fallon, Timothy R., Čalounová, Tereza, Mokrejš, Martin, Weng, Jing-Ke, Pluskal, Tomáš
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074830/
https://www.ncbi.nlm.nih.gov/pubmed/37016291
http://dx.doi.org/10.1186/s12859-023-05254-8
_version_ 1785019816971599872
author Fallon, Timothy R.
Čalounová, Tereza
Mokrejš, Martin
Weng, Jing-Ke
Pluskal, Tomáš
author_facet Fallon, Timothy R.
Čalounová, Tereza
Mokrejš, Martin
Weng, Jing-Ke
Pluskal, Tomáš
author_sort Fallon, Timothy R.
collection PubMed
description BACKGROUND: RNA-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. RESULTS: Here 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. CONCLUSIONS: transXpress 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.
format Online
Article
Text
id pubmed-10074830
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-100748302023-04-06 transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation Fallon, Timothy R. Čalounová, Tereza Mokrejš, Martin Weng, Jing-Ke Pluskal, Tomáš BMC Bioinformatics Software BACKGROUND: RNA-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. RESULTS: Here 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. CONCLUSIONS: transXpress 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. BioMed Central 2023-04-04 /pmc/articles/PMC10074830/ /pubmed/37016291 http://dx.doi.org/10.1186/s12859-023-05254-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Fallon, Timothy R.
Čalounová, Tereza
Mokrejš, Martin
Weng, Jing-Ke
Pluskal, Tomáš
transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation
title transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation
title_full transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation
title_fullStr transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation
title_full_unstemmed transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation
title_short transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation
title_sort transxpress: a snakemake pipeline for streamlined de novo transcriptome assembly and annotation
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074830/
https://www.ncbi.nlm.nih.gov/pubmed/37016291
http://dx.doi.org/10.1186/s12859-023-05254-8
work_keys_str_mv AT fallontimothyr transxpressasnakemakepipelineforstreamlineddenovotranscriptomeassemblyandannotation
AT calounovatereza transxpressasnakemakepipelineforstreamlineddenovotranscriptomeassemblyandannotation
AT mokrejsmartin transxpressasnakemakepipelineforstreamlineddenovotranscriptomeassemblyandannotation
AT wengjingke transxpressasnakemakepipelineforstreamlineddenovotranscriptomeassemblyandannotation
AT pluskaltomas transxpressasnakemakepipelineforstreamlineddenovotranscriptomeassemblyandannotation