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DoriTool:一种用于关联后功能注释的生物信息学整合工具。

DoriTool: A Bioinformatics Integrative Tool for Post-Association Functional Annotation.

作者信息

Martín-Antoniano Isabel, Alonso Lola, Madrid Miguel, López de Maturana Evangelina, Malats Núria

机构信息

Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.

出版信息

Public Health Genomics. 2017;20(2):126-135. doi: 10.1159/000477561. Epub 2017 Jul 13.

Abstract

The emergence of high-throughput data in biology has increased the need for functional in silico analysis and prompted the development of integrative bioinformatics tools to facilitate the obtainment of biologically meaningful data. In this paper, we present DoriTool, a comprehensive, easy, and friendly pipeline integrating biological data from different functional tools. The tool was designed with the aim to maximize reproducibility and reduce the working time of the researchers, especially of those with limited bioinformatics skills, and to help them with the interpretation of the results. DoriTool is based upon an integrative strategy implemented following a modular design pattern. Using scripts written in Bash, Perl and R, it performs a functional in silico analysis annotation at mutation/variant level, gene level, pathway level and network level by combining up-to-date functional and genomic data and integrating also third-party bioinformatics tools in a pipeline. DoriTool uses GRCh37 human assembly and online mode. DoriTool provides nice visual reports including variant annotation, linkage disequilibrium proxies, gene annotation, gene ontology analysis, expression quantitative trait loci results from Genotype-Tissue Expression (GTEx) and coloured pathways. Here, we also show DoriTool functionalities by applying it to a dataset of 13 variants associated with prostate cancer. Project development, released code libraries, GitHub repository (https://github.com/doritool) and documentation are hosted at https://doritool.github.io/. DoriTool is, to our knowledge, the most complete bioinformatics tool offering functional in silico annotation of variants previously associated with a trait of interest, shedding light on the underlying biology and helping the researchers in the interpretation and discussion of the results.

摘要

生物学中高通量数据的出现增加了对计算机功能分析的需求,并促使开发综合生物信息学工具,以促进获取具有生物学意义的数据。在本文中,我们展示了DoriTool,这是一个综合、简单且友好的流程,整合了来自不同功能工具的生物数据。该工具的设计目的是最大限度地提高可重复性,减少研究人员尤其是生物信息学技能有限的研究人员的工作时间,并帮助他们解释结果。DoriTool基于一种遵循模块化设计模式实施的综合策略。它使用用Bash、Perl和R编写的脚本,通过结合最新的功能和基因组数据,并在一个流程中整合第三方生物信息学工具,在突变/变体水平、基因水平、通路水平和网络水平上进行计算机功能分析注释。DoriTool使用GRCh37人类基因组组装和在线模式。DoriTool提供了不错的可视化报告,包括变体注释、连锁不平衡代理、基因注释、基因本体分析、来自基因型-组织表达(GTEx)的表达数量性状位点结果以及彩色通路。在这里,我们还通过将DoriTool应用于与前列腺癌相关的13个变体的数据集来展示其功能。项目开发、发布的代码库、GitHub存储库(https://github.com/doritool)和文档托管在https://doritool.github.io/。据我们所知,DoriTool是最完整的生物信息学工具,它为先前与感兴趣的性状相关的变体提供计算机功能注释,揭示潜在生物学机制,并帮助研究人员解释和讨论结果。

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