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Web-TCGA: an online platform for integrated analysis of molecular cancer data sets

机译:Web-TCGA:在线分析分子癌症数据集的平台

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The Cancer Genome Atlas (TCGA) is a pool of molecular data sets publicly accessible and freely available to cancer researchers anywhere around the world. However, wide spread use is limited since an advanced knowledge of statistics and statistical software is required. In order to improve accessibility we created Web-TCGA, a web based, freely accessible online tool, which can also be run in a private instance, for integrated analysis of molecular cancer data sets provided by TCGA. In contrast to already available tools, Web-TCGA utilizes different methods for analysis and visualization of TCGA data, allowing users to generate global molecular profiles across different cancer entities simultaneously. In addition to global molecular profiles, Web-TCGA offers highly detailed gene and tumor entity centric analysis by providing interactive tables and views. As a supplement to other already available tools, such as cBioPortal (Sci Signal 6:pl1, 2013, Cancer Discov 2:401–4, 2012), Web-TCGA is offering an analysis service, which does not require any installation or configuration, for molecular data sets available at the TCGA. Individual processing requests (queries) are generated by the user for mutation, methylation, expression and copy number variation (CNV) analyses. The user can focus analyses on results from single genes and cancer entities or perform a global analysis (multiple cancer entities and genes simultaneously).
机译:癌症基因组图谱(TCGA)是分子数据集的集合,这些数据集可供世界各地的癌症研究人员公开访问和免费使用。但是,由于需要高级统计知识和统计软件,因此广泛使用受到限制。为了提高可访问性,我们创建了Web-TCGA,这是一个基于Web的可免费访问的在线工具,也可以在私有实例中运行,以对TCGA提供的分子癌症数据集进行综合分析。与现有工具相比,Web-TCGA利用不同的方法来分析和可视化TCGA数据,从而使用户可以同时生成跨不同癌症实体的全局分子谱。除了全局分子概况外,Web-TCGA还通过提供交互式表格和视图来提供高度详细的以基因和肿瘤实体为中心的分析。作为对cBioPortal(Sci Signal 6:pl1,2013,Cancer Discov 2:401–4,2012)等其他现有工具的补充,Web-TCGA提供了一项分析服务,不需要任何安装或配置, TCGA提供的分子数据集。用户生成单独的处理请求(查询),以进行突变,甲基化,表达和拷贝数变异(CNV)分析。用户可以将分析重点放在单个基因和癌症实体的结果上,也可以执行全局分析(多个癌症实体和基因同时进行)。

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