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通过利用带有插件的Ensembl变异效应预测器对DNA测序变异进行丰富注释。

Rich annotation of DNA sequencing variants by leveraging the Ensembl Variant Effect Predictor with plugins.

作者信息

Yourshaw Michael, Taylor S Paige, Rao Aliz R, Martín Martín G, Nelson Stanley F

出版信息

Brief Bioinform. 2015 Mar;16(2):255-64. doi: 10.1093/bib/bbu008. Epub 2014 Mar 12.

Abstract

High-throughput DNA sequencing has become a mainstay for the discovery of genomic variants that may cause disease or affect phenotype. A next-generation sequencing pipeline typically identifies thousands of variants in each sample. A particular challenge is the annotation of each variant in a way that is useful to downstream consumers of the data, such as clinical sequencing centers or researchers. These users may require that all data storage and analysis remain on secure local servers to protect patient confidentiality or intellectual property, may have unique and changing needs to draw on a variety of annotation data sets and may prefer not to rely on closed-source applications beyond their control. Here we describe scalable methods for using the plugin capability of the Ensembl Variant Effect Predictor to enrich its basic set of variant annotations with additional data on genes, function, conservation, expression, diseases, pathways and protein structure, and describe an extensible framework for easily adding additional custom data sets.

摘要

高通量DNA测序已成为发现可能导致疾病或影响表型的基因组变异的主要手段。新一代测序流程通常会在每个样本中识别出数千个变异。一个特殊的挑战是以对数据的下游使用者(如临床测序中心或研究人员)有用的方式对每个变异进行注释。这些用户可能要求所有数据存储和分析都保留在安全的本地服务器上,以保护患者隐私或知识产权,可能有独特且不断变化的需求来利用各种注释数据集,并且可能不愿依赖超出其控制范围的闭源应用程序。在此,我们描述了利用Ensembl变异效应预测器的插件功能,用关于基因、功能、保守性、表达、疾病、通路和蛋白质结构的额外数据丰富其基本变异注释集的可扩展方法,并描述了一个易于添加额外自定义数据集的可扩展框架。

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