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Shared genomics: A platform for emerging interpretation of genetic epidemiology

机译:共享基因组学:一种新兴遗传流行病学解释的平台

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The study of the genetics of diseases has been revolutionised by the advent of genome-wide genotyping technologies. Increasingly, genome-wide association studies are being used to identify positions within the human genome that have a link with a disease condition. These new data sets require the use of distributed resources, both for the statistical analysis and for the interpretation of the analysis results. Aiding the latter will be be crucial for the statistical analysis process to be successful. In this paper we report our experiences in developing a user-friendly High Performance Computing (HPC) statistical genetics analysis platform for use by clinical researchers. Specifically, we report work on supporting the interpretation process through the automatic annotation of the statistical analysis results with relevant biological information. Retrieval of the biological annotation is performed by high-volume invocation of multiple web-services orchestrated via pre-existing scientific workflows. We also report work on developing tools to aid the capture and replay of the processes performed by a user when exploring analysis results.
机译:通过基因组基因型技术的出现,疾病遗传学的研究已经彻底改变。越来越多地,基因组 - 范围的协会研究用于识别人类基因组内具有疾病状况的联系的位置。这些新数据集要求使用分布式资源,用于统计分析和解释分析结果。帮助后者对成功的统计分析过程至关重要。在本文中,我们向开发用户友好的高性能计算(HPC)统计遗传分析平台以供临床研究人员使用的经验报告。具体而言,我们通过自动注释通过相关的生物信息来报告支持解释过程的工作。通过通过预先存在的科学工作流程,通过高批量调用的高批量调用来执行生物注释的检索。我们还报告了开发工具的工作,以帮助捕获和重放用户在探索分析结果时由用户执行的进程。

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