Protein data representation and query using optimized data decomposition.

I N Shindyalov, P E Bourne
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引用次数: 10

Abstract

Motivation: To provide data management tools to maintain and query efficiently experimental and derived protein data with the goal of providing new insights into structure-function relationships. The tools should be portable, extensible, and accessible locally, or via the World Wide Web, providing data that would not otherwise be available.

Results: The initial phase of the work, the data representation and query of all available macromolecular structure data, including real-time access to complex property patterns based on the amino acid sequence, is reported. protein structure data taken from the Protein Data Bank (PDB) are decomposed into native and derived elementary properties, and represented as compact indexed objects minimizing storage requirements and query time for select types of query. In addition, collections of indices representing a particular property are maintained and can be queried for specific property patterns found across the whole database. The approach is proving applicable to a wide variety of data available on specific protein families.

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蛋白质数据表示和查询使用优化的数据分解。
动机:提供数据管理工具,以有效地维护和查询实验和衍生的蛋白质数据,目的是为结构-功能关系提供新的见解。这些工具应该是可移植的、可扩展的,并且可以在本地访问,或者通过万维网访问,提供否则无法获得的数据。结果:报告了工作的初始阶段,所有可用的大分子结构数据的数据表示和查询,包括基于氨基酸序列的复杂属性模式的实时访问。从蛋白质数据库(PDB)中获取的蛋白质结构数据被分解为原生和派生的基本属性,并表示为紧凑的索引对象,从而最大限度地减少了存储需求和查询时间。此外,还维护了表示特定属性的索引集合,可以在整个数据库中查询特定的属性模式。事实证明,该方法适用于特定蛋白质家族的各种可用数据。
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A genetic algorithm for multiple molecular sequence alignment. Displaying the information contents of structural RNA alignments: the structure logos. Q-RT-PCR: data analysis software for measurement of gene expression by competitive RT-PCR. SS3D-P2: a three dimensional substructure search program for protein motifs based on secondary structure elements. XDOM, a graphical tool to analyse domain arrangements in any set of protein sequences.
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