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使用计算机来呈现和分析分子与细胞功能。

Representing and analysing molecular and cellular function using the computer.

作者信息

van Helden J, Naim A, Mancuso R, Eldridge M, Wernisch L, Gilbert D, Wodak S J

机构信息

European Bioinformatics Institute (EBI), Hinxton, Cambridge, UK.

出版信息

Biol Chem. 2000 Sep-Oct;381(9-10):921-35. doi: 10.1515/BC.2000.113.

Abstract

Determining the biological function of a myriad of genes, and understanding how they interact to yield a living cell, is the major challenge of the post genome-sequencing era. The complexity of biological systems is such that this cannot be envisaged without the help of powerful computer systems capable of representing and analysing the intricate networks of physical and functional interactions between the different cellular components. In this review we try to provide the reader with an appreciation of where we stand in this regard. We discuss some of the inherent problems in describing the different facets of biological function, give an overview of how information on function is currently represented in the major biological databases, and describe different systems for organising and categorising the functions of gene products. In a second part, we present a new general data model, currently under development, which describes information on molecular function and cellular processes in a rigorous manner. The model is capable of representing a large variety of biochemical processes, including metabolic pathways, regulation of gene expression and signal transduction. It also incorporates taxonomies for categorising molecular entities, interactions and processes, and it offers means of viewing the information at different levels of resolution, and dealing with incomplete knowledge. The data model has been implemented in the database on protein function and cellular processes 'aMAZE' (http://www.ebi.ac.uk/research/pfbp/), which presently covers metabolic pathways and their regulation. Several tools for querying, displaying, and performing analyses on such pathways are briefly described in order to illustrate the practical applications enabled by the model.

摘要

确定无数基因的生物学功能,以及了解它们如何相互作用以产生活细胞,是后基因组测序时代的主要挑战。生物系统的复杂性使得如果没有强大的计算机系统的帮助,就无法设想这一点,这些计算机系统能够表示和分析不同细胞成分之间复杂的物理和功能相互作用网络。在这篇综述中,我们试图让读者了解我们在这方面的进展情况。我们讨论了描述生物学功能不同方面时存在的一些固有问题,概述了目前主要生物数据库中功能信息的表示方式,并描述了用于组织和分类基因产物功能的不同系统。在第二部分中,我们介绍了一个目前正在开发的新的通用数据模型,该模型以严谨的方式描述分子功能和细胞过程的信息。该模型能够表示多种生化过程,包括代谢途径、基因表达调控和信号转导。它还纳入了用于对分子实体、相互作用和过程进行分类的分类法,并提供了在不同分辨率水平查看信息以及处理不完整知识的方法。该数据模型已在蛋白质功能和细胞过程数据库“aMAZE”(http://www.ebi.ac.uk/research/pfbp/)中实现,该数据库目前涵盖代谢途径及其调控。为了说明该模型的实际应用,简要描述了几种用于对此类途径进行查询、显示和分析的工具。

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