AI Article Synopsis

  • The increasing amount of Next Generation Sequencing (NGS) data necessitates efficient bioinformatics tools, so a modular toolbox called TOGGLE was created to streamline the process of developing data analysis pipelines.
  • TOGGLE allows users to easily configure and manipulate different software options through a single basic configuration file, facilitating SNP discovery analysis across various computing environments.
  • By improving pipeline creation and offering reliable tracking, TOGGLE enables biologists to focus more on interpreting their results and adjusting experimental conditions without altering the code.

Article Abstract

Background: The explosion of NGS (Next Generation Sequencing) sequence data requires a huge effort in Bioinformatics methods and analyses. The creation of dedicated, robust and reliable pipelines able to handle dozens of samples from raw FASTQ data to relevant biological data is a time-consuming task in all projects relying on NGS. To address this, we created a generic and modular toolbox for developing such pipelines.

Results: TOGGLE (TOolbox for Generic nGs anaLysEs) is a suite of tools able to design pipelines that manage large sets of NGS softwares and utilities. Moreover, TOGGLE offers an easy way to manipulate the various options of the different softwares through the pipelines in using a single basic configuration file, which can be changed for each assay without having to change the code itself. We also describe one implementation of TOGGLE in a complete analysis pipeline designed for SNP discovery for large sets of genomic data, ready to use in different environments (from a single machine to HPC clusters).

Conclusion: TOGGLE speeds up the creation of robust pipelines with reliable log tracking and data flow, for a large range of analyses. Moreover, it enables Biologists to concentrate on the biological relevance of results, and change the experimental conditions easily. The whole code and test data are available at https://github.com/SouthGreenPlatform/TOGGLE .

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4640241PMC
http://dx.doi.org/10.1186/s12859-015-0795-6DOI Listing

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