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评估蛋白质口袋的结构保守性以研究功能和变构位点:对药物发现的启示

Assessing the structural conservation of protein pockets to study functional and allosteric sites: implications for drug discovery.

作者信息

Panjkovich Alejandro, Daura Xavier

机构信息

Institute of Biotechnology and Biomedicine (IBB), Universitat Autònoma de Barcelona (UAB), Bellaterra, E-08193, Spain.

出版信息

BMC Struct Biol. 2010 Mar 31;10:9. doi: 10.1186/1472-6807-10-9.

Abstract

BACKGROUND

With the classical, active-site oriented drug-development approach reaching its limits, protein ligand-binding sites in general and allosteric sites in particular are increasingly attracting the interest of medicinal chemists in the search for new types of targets and strategies to drug development. Given that allostery represents one of the most common and powerful means to regulate protein function, the traditional drug discovery approach of targeting active sites can be extended by targeting allosteric or regulatory protein pockets that may allow the discovery of not only novel drug-like inhibitors, but activators as well. The wealth of available protein structural data can be exploited to further increase our understanding of allosterism, which in turn may have therapeutic applications. A first step in this direction is to identify and characterize putative effector sites that may be present in already available structural data.

RESULTS

We performed a large-scale study of protein cavities as potential allosteric and functional sites, by integrating publicly available information on protein sequences, structures and active sites for more than a thousand protein families. By identifying common pockets across different structures of the same protein family we developed a method to measure the pocket's structural conservation. The method was first parameterized using known active sites. We characterized the predicted pockets in terms of sequence and structural conservation, backbone flexibility and electrostatic potential. Although these different measures do not tend to correlate, their combination is useful in selecting functional and regulatory sites, as a detailed analysis of a handful of protein families shows. We finally estimated the numbers of potential allosteric or regulatory pockets that may be present in the data set, finding that pockets with putative functional and effector characteristics are widespread across protein families.

CONCLUSIONS

Our results show that structurally conserved pockets are a common feature of protein families. The structural conservation of protein pockets, combined with other characteristics, can be exploited in drug discovery procedures, in particular for the selection of the most appropriate target protein and pocket for the design of drugs against entire protein families or subfamilies (e.g. for the development of broad-spectrum antimicrobials) or against a specific protein (e.g. in attempting to reduce side effects).

摘要

背景

随着经典的、以活性位点为导向的药物开发方法达到其极限,一般的蛋白质配体结合位点,尤其是别构位点,在寻找新型药物靶点和药物开发策略方面越来越吸引药物化学家的关注。鉴于变构是调节蛋白质功能最常见且最有效的手段之一,传统的靶向活性位点的药物发现方法可以通过靶向变构或调节性蛋白质口袋来扩展,这不仅可能发现新型类药物抑制剂,还可能发现激活剂。丰富的可用蛋白质结构数据可用于进一步增进我们对变构的理解,这反过来可能具有治疗应用价值。朝着这个方向迈出的第一步是识别和表征可能存在于已有结构数据中的假定效应位点。

结果

我们通过整合一千多个蛋白质家族的蛋白质序列、结构和活性位点的公开可用信息,对作为潜在变构和功能位点的蛋白质腔进行了大规模研究。通过识别同一蛋白质家族不同结构中的共同口袋,我们开发了一种测量口袋结构保守性的方法。该方法首先使用已知活性位点进行参数化。我们从序列和结构保守性、主链灵活性和静电势方面对预测的口袋进行了表征。尽管这些不同的指标往往不相关,但正如对少数蛋白质家族的详细分析所示,它们的组合有助于选择功能和调节位点。我们最终估计了数据集中可能存在的潜在变构或调节口袋的数量,发现具有假定功能和效应特征的口袋广泛存在于蛋白质家族中。

结论

我们的结果表明,结构保守的口袋是蛋白质家族的一个共同特征。蛋白质口袋的结构保守性与其他特征相结合,可用于药物发现过程,特别是在选择最合适的靶蛋白和口袋以设计针对整个蛋白质家族或亚家族的药物(例如用于开发广谱抗菌剂)或针对特定蛋白质的药物(例如试图减少副作用)时。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c385/2864279/3d4ab8a26e60/1472-6807-10-9-1.jpg

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