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将基因本体整合到面向对象架构中。

Integration of the Gene Ontology into an object-oriented architecture.

作者信息

Shegogue Daniel, Zheng W Jim

机构信息

Department of Biostatistics, Bioinformatics and Epidemiology, Medical University of South Carolina, 135 Cannon Street, Charleston, SC 29425, USA.

出版信息

BMC Bioinformatics. 2005 May 10;6:113. doi: 10.1186/1471-2105-6-113.

Abstract

BACKGROUND

To standardize gene product descriptions, a formal vocabulary defined as the Gene Ontology (GO) has been developed. GO terms have been categorized into biological processes, molecular functions, and cellular components. However, there is no single representation that integrates all the terms into one cohesive model. Furthermore, GO definitions have little information explaining the underlying architecture that forms these terms, such as the dynamic and static events occurring in a process. In contrast, object-oriented models have been developed to show dynamic and static events. A portion of the TGF-beta signaling pathway, which is involved in numerous cellular events including cancer, differentiation and development, was used to demonstrate the feasibility of integrating the Gene Ontology into an object-oriented model.

RESULTS

Using object-oriented models we have captured the static and dynamic events that occur during a representative GO process, "transforming growth factor-beta (TGF-beta) receptor complex assembly" (GO:0007181).

CONCLUSION

We demonstrate that the utility of GO terms can be enhanced by object-oriented technology, and that the GO terms can be integrated into an object-oriented model by serving as a basis for the generation of object functions and attributes.

摘要

背景

为了规范基因产物描述,已开发出一种定义为基因本体论(GO)的正式词汇表。GO术语已被分类为生物过程、分子功能和细胞成分。然而,没有单一的表示形式能将所有术语整合到一个连贯的模型中。此外,GO定义几乎没有信息解释形成这些术语的潜在架构,例如过程中发生的动态和静态事件。相比之下,已开发出面向对象模型来展示动态和静态事件。转化生长因子-β(TGF-β)信号通路的一部分参与了包括癌症、分化和发育在内的众多细胞事件,被用于证明将基因本体论整合到面向对象模型中的可行性。

结果

使用面向对象模型,我们捕捉到了在一个具有代表性的GO过程“转化生长因子-β(TGF-β)受体复合物组装”(GO:0007181)中发生的静态和动态事件。

结论

我们证明了面向对象技术可以增强GO术语的效用,并且GO术语可以通过作为生成对象功能和属性的基础而被整合到面向对象模型中。

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