Literature DB >> 28069593

KNIME4NGS: a comprehensive toolbox for next generation sequencing analysis.

Maximilian Hastreiter1, Tim Jeske1, Jonathan Hoser1, Michael Kluge1, Kaarin Ahomaa1, Marie-Sophie Friedl1, Sebastian J Kopetzky1, Jan-Dominik Quell1, H-Werner Mewes1, Robert Küffner1.   

Abstract

Summary: Analysis of Next Generation Sequencing (NGS) data requires the processing of large datasets by chaining various tools with complex input and output formats. In order to automate data analysis, we propose to standardize NGS tasks into modular workflows. This simplifies reliable handling and processing of NGS data, and corresponding solutions become substantially more reproducible and easier to maintain. Here, we present a documented, linux-based, toolbox of 42 processing modules that are combined to construct workflows facilitating a variety of tasks such as DNAseq and RNAseq analysis. We also describe important technical extensions. The high throughput executor (HTE) helps to increase the reliability and to reduce manual interventions when processing complex datasets. We also provide a dedicated binary manager that assists users in obtaining the modules' executables and keeping them up to date. As basis for this actively developed toolbox we use the workflow management software KNIME. Availability and Implementation: See http://ibisngs.github.io/knime4ngs for nodes and user manual (GPLv3 license). Contact: robert.kueffner@helmholtz-muenchen.de. Supplementary information: Supplementary data are available at Bioinformatics online.

Mesh:

Year:  2017        PMID: 28069593     DOI: 10.1093/bioinformatics/btx003

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  3 in total

1.  An architecture for genomics analysis in a clinical setting using Galaxy and Docker.

Authors:  W Digan; H Countouris; M Barritault; D Baudoin; P Laurent-Puig; H Blons; A Burgun; B Rance
Journal:  Gigascience       Date:  2017-11-01       Impact factor: 6.524

2.  Watchdog 2.0: New developments for reusability, reproducibility, and workflow execution.

Authors:  Michael Kluge; Marie-Sophie Friedl; Amrei L Menzel; Caroline C Friedel
Journal:  Gigascience       Date:  2020-06-01       Impact factor: 6.524

3.  SmartPhase: Accurate and fast phasing of heterozygous variant pairs for genetic diagnosis of rare diseases.

Authors:  Paul Hager; Hans-Werner Mewes; Meino Rohlfs; Christoph Klein; Tim Jeske
Journal:  PLoS Comput Biol       Date:  2020-02-07       Impact factor: 4.475

  3 in total

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