Pipeliner: A Nextflow-Based Framework for the Definition of Sequencing Data Processing Pipelines.
Nextflow
RNA-seq pipeline
pipeline development
scRNA-seq pipeline
sequencing workflows
Journal
Frontiers in genetics
ISSN: 1664-8021
Titre abrégé: Front Genet
Pays: Switzerland
ID NLM: 101560621
Informations de publication
Date de publication:
2019
2019
Historique:
received:
21
11
2018
accepted:
13
06
2019
entrez:
19
7
2019
pubmed:
19
7
2019
medline:
19
7
2019
Statut:
epublish
Résumé
The advent of high-throughput sequencing technologies has led to the need for flexible and user-friendly data preprocessing platforms. The Pipeliner framework provides an out-of-the-box solution for processing various types of sequencing data. It combines the Nextflow scripting language and Anaconda package manager to generate modular computational workflows. We have used Pipeliner to create several pipelines for sequencing data processing including bulk RNA-sequencing (RNA-seq), single-cell RNA-seq, as well as digital gene expression data. This report highlights the design methodology behind Pipeliner that enables the development of highly flexible and reproducible pipelines that are easy to extend and maintain on multiple computing environments. We also provide a quick start user guide demonstrating how to setup and execute available pipelines with toy datasets.
Identifiants
pubmed: 31316552
doi: 10.3389/fgene.2019.00614
pmc: PMC6609566
doi:
Types de publication
Journal Article
Langues
eng
Pagination
614Références
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