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用于接触图空间中折叠识别的氨基酸经验接触能定义。

Amino acid empirical contact energy definitions for fold recognition in the space of contact maps.

作者信息

Berrera Marco, Molinari Henriette, Fogolari Federico

机构信息

International School for Advanced Studies Via Beirut 4, 34014 Trieste, Italy.

出版信息

BMC Bioinformatics. 2003 Feb 28;4:8. doi: 10.1186/1471-2105-4-8.

Abstract

BACKGROUND

Contradicting evidence has been presented in the literature concerning the effectiveness of empirical contact energies for fold recognition. Empirical contact energies are calculated on the basis of information available from selected protein structures, with respect to a defined reference state, according to the quasi-chemical approximation. Protein-solvent interactions are estimated from residue solvent accessibility.

RESULTS

In the approach presented here, contact energies are derived from the potential of mean force theory, several definitions of contact are examined and their performance in fold recognition is evaluated on sets of decoy structures. The best definition of contact is tested, on a more realistic scenario, on all predictions including sidechains accepted in the CASP4 experiment. In 30 out of 35 cases the native structure is correctly recognized and best predictions are usually found among the 10 lowest energy predictions.

CONCLUSION

The definition of contact based on van der Waals radii of alpha carbon and side chain heavy atoms is seen to perform better than other definitions involving only alpha carbons, only beta carbons, all heavy atoms or only backbone atoms. An important prerequisite for the applicability of the approach is that the protein structure under study should not exhibit anomalous solvent accessibility, compared to soluble proteins whose structure is deposited in the Protein Data Bank. The combined evaluation of a solvent accessibility parameter and contact energy allows for an effective gross screening of predictive models.

摘要

背景

关于经验性接触能在折叠识别中的有效性,文献中呈现了相互矛盾的证据。经验性接触能是根据从选定蛋白质结构中获得的信息,相对于定义的参考状态,按照准化学近似法计算得出的。蛋白质与溶剂的相互作用是根据残基的溶剂可及性来估计的。

结果

在此提出的方法中,接触能源自平均力势理论,研究了几种接触的定义,并在一组诱饵结构上评估了它们在折叠识别中的性能。在更现实的情况下,对包括CASP4实验中接受的侧链在内的所有预测,测试了最佳的接触定义。在35个案例中的30个案例中,正确识别出了天然结构,并且通常在能量最低的10个预测中能找到最佳预测结果。

结论

基于α碳原子和侧链重原子的范德华半径的接触定义,比仅涉及α碳原子、仅涉及β碳原子、所有重原子或仅涉及主链原子的其他定义表现更好。该方法适用性的一个重要前提是,与结构存于蛋白质数据库的可溶性蛋白质相比,所研究的蛋白质结构不应表现出异常的溶剂可及性。溶剂可及性参数和接触能的综合评估能够对预测模型进行有效的总体筛选。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1ccc/153506/7046b470a909/1471-2105-4-8-1.jpg

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