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通过 Web 服务架构进行表型和基因型数据的整合与探索。

Phenotypic and genotypic data integration and exploration through a web-service architecture.

机构信息

Department of Computer Engineering and Systems Science, University of Pavia, Via Ferrata 1, Pavia, Italy.

出版信息

BMC Bioinformatics. 2009 Oct 15;10 Suppl 12(Suppl 12):S5. doi: 10.1186/1471-2105-10-S12-S5.

Abstract

BACKGROUND

Linking genotypic and phenotypic information is one of the greatest challenges of current genetics research. The definition of an Information Technology infrastructure to support this kind of studies, and in particular studies aimed at the analysis of complex traits, which require the definition of multifaceted phenotypes and the integration genotypic information to discover the most prevalent diseases, is a paradigmatic goal of Biomedical Informatics. This paper describes the use of Information Technology methods and tools to develop a system for the management, inspection and integration of phenotypic and genotypic data.

RESULTS

We present the design and architecture of the Phenotype Miner, a software system able to flexibly manage phenotypic information, and its extended functionalities to retrieve genotype information from external repositories and to relate it to phenotypic data. For this purpose we developed a module to allow customized data upload by the user and a SOAP-based communications layer to retrieve data from existing biomedical knowledge management tools. In this paper we also demonstrate the system functionality by an example application of the system in which we analyze two related genomic datasets.

CONCLUSION

In this paper we show how a comprehensive, integrated and automated workbench for genotype and phenotype integration can facilitate and improve the hypothesis generation process underlying modern genetic studies.

摘要

背景

将基因型和表型信息联系起来是当前遗传学研究的最大挑战之一。定义一个信息技术基础设施来支持这种研究,特别是旨在分析复杂特征的研究,需要定义多方面的表型,并整合基因型信息以发现最常见的疾病,这是生物医学信息学的一个典型目标。本文介绍了使用信息技术方法和工具来开发一个用于管理、检查和整合表型和基因型数据的系统。

结果

我们展示了 Phenotype Miner 的设计和架构,这是一个能够灵活管理表型信息的软件系统,以及它从外部存储库检索基因型信息并将其与表型数据相关联的扩展功能。为此,我们开发了一个模块,允许用户自定义数据上传,以及一个基于 SOAP 的通信层,以便从现有的生物医学知识管理工具中检索数据。在本文中,我们还通过一个系统的应用示例演示了系统的功能,我们在其中分析了两个相关的基因组数据集。

结论

本文展示了一个全面、集成和自动化的基因型和表型整合工作台如何能够促进和改进现代遗传研究中假设生成过程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16cb/2762070/f08caad7b250/1471-2105-10-S12-S5-1.jpg

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