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QuickNGS elevates Next-Generation Sequencing data analysis to a new level of automation

机译:QuickNGS将下一代测序数据分析提升到新的自动化水平

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Next-Generation Sequencing (NGS) has emerged as a widely used tool in molecular biology. While time and cost for the sequencing itself are decreasing, the analysis of the massive amounts of data remains challenging. Since multiple algorithmic approaches for the basic data analysis have been developed, there is now an increasing need to efficiently use these tools to obtain results in reasonable time. We have developed QuickNGS, a new workflow system for laboratories with the need to analyze data from multiple NGS projects at a time. QuickNGS takes advantage of parallel computing resources, a comprehensive back-end database, and a careful selection of previously published algorithmic approaches to build fully automated data analysis workflows. We demonstrate the efficiency of our new software by a comprehensive analysis of 10 RNA-Seq samples which we can finish in only a few minutes of hands-on time. The approach we have taken is suitable to process even much larger numbers of samples and multiple projects at a time. Our approach considerably reduces the barriers that still limit the usability of the powerful NGS technology and finally decreases the time to be spent before proceeding to further downstream analysis and interpretation of the data.
机译:下一代测序(NGS)已成为分子生物学中广泛使用的工具。尽管测序本身的时间和成本正在减少,但是对大量数据的分析仍然具有挑战性。由于已经开发了多种用于基本数据分析的算法,因此,越来越需要在合理的时间内有效地使用这些工具来获得结果。我们已经开发了QuickNGS,这是一种用于实验室的新工作流系统,需要一次分析多个NGS项目中的数据。 QuickNGS利用并行计算资源,全面的后端数据库以及精心选择的先前发布的算法方法来构建全自动数据分析工作流。我们通过对10个RNA-Seq样本的全面分析来证明我们新软件的效率,而我们只需动手几分钟即可完成。我们采用的方法适合一次处理甚至更多的样本和多个项目。我们的方法大大减少了仍然限制强大NGS技术可用性的障碍,并最终减少了进行进一步的下游数据分析和解释之前所花费的时间。

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