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GenPipes: an open-source framework for distributed and scalable genomic analyses.
- Source :
-
GigaScience [Gigascience] 2019 Jun 01; Vol. 8 (6). - Publication Year :
- 2019
-
Abstract
- Background: With the decreasing cost of sequencing and the rapid developments in genomics technologies and protocols, the need for validated bioinformatics software that enables efficient large-scale data processing is growing.<br />Findings: Here we present GenPipes, a flexible Python-based framework that facilitates the development and deployment of multi-step workflows optimized for high-performance computing clusters and the cloud. GenPipes already implements 12 validated and scalable pipelines for various genomics applications, including RNA sequencing, chromatin immunoprecipitation sequencing, DNA sequencing, methylation sequencing, Hi-C, capture Hi-C, metagenomics, and Pacific Biosciences long-read assembly. The software is available under a GPLv3 open source license and is continuously updated to follow recent advances in genomics and bioinformatics. The framework has already been configured on several servers, and a Docker image is also available to facilitate additional installations.<br />Conclusions: GenPipes offers genomics researchers a simple method to analyze different types of data, customizable to their needs and resources, as well as the flexibility to create their own workflows.<br /> (© The Author(s) 2019. Published by Oxford University Press.)
Details
- Language :
- English
- ISSN :
- 2047-217X
- Volume :
- 8
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- GigaScience
- Publication Type :
- Academic Journal
- Accession number :
- 31185495
- Full Text :
- https://doi.org/10.1093/gigascience/giz037