Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University.
Acta Naturae. 2011 Jan;3(1):93-8.
Comparative bioinformatic analysis is the cornerstone of the study of enzymes' structure-function relationship. However, numerous enzymes that derive from a common ancestor and have undergone substantial functional alterations during natural selection appear not to have a sequence similarity acceptable for a statistically reliable comparative analysis. At the same time, their active site structures, in general, can be conserved, while other parts may largely differ. Therefore, it sounds both plausible and appealing to implement a comparative analysis of the most functionally important structural elements - the active site structures; that is, the amino acid residues involved in substrate binding and the catalytic mechanism. A computer algorithm has been developed to create a library of enzyme active site structures based on the use of the PDB database, together with programs of structural analysis and identification of functionally important amino acid residues and cavities in the enzyme structure. The proposed methodology has been used to compare some α,β-hydrolase superfamily enzymes. The insight has revealed a high structural similarity of catalytic site areas, including the conservative organization of a catalytic triad and oxyanion hole residues, despite the wide functional diversity among the remote homologues compared. The methodology can be used to compare the structural organization of the catalytic and substrate binding sites of various classes of enzymes, as well as study enzymes' evolution and to create of a databank of enzyme active site structures.
比较生物信息分析是研究酶结构-功能关系的基石。然而,许多来自共同祖先的酶在自然选择过程中经历了大量的功能改变,它们的序列似乎不具有可用于进行统计上可靠的比较分析的相似性。同时,它们的活性位点结构通常可以保守,而其他部分可能有很大的差异。因此,对最具功能重要性的结构元素——活性位点结构(即参与底物结合和催化机制的氨基酸残基)进行比较分析,听起来既合理又有吸引力。已经开发了一种计算机算法,用于基于 PDB 数据库创建酶活性位点结构库,同时还开发了结构分析程序和识别酶结构中功能重要的氨基酸残基和空穴的程序。该方法已用于比较一些 α,β-水解酶超家族酶。研究结果揭示了催化位点区域的高度结构相似性,包括催化三联体和氧阴离子孔残基的保守组织,尽管所比较的远程同源物之间存在广泛的功能多样性。该方法可用于比较各种酶类的催化和底物结合位点的结构组织,以及研究酶的进化,并创建酶活性位点结构数据库。