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对提交至蛋白质结构预测技术关键评估(CASP6)比较建模类别的预测结果评估。

Assessment of predictions submitted for the CASP6 comparative modeling category.

作者信息

Tress Michael, Ezkurdia Iakes, Graña Osvaldo, López Gonzalo, Valencia Alfonso

机构信息

Protein Design Group, CNB-CSIC, Cantoblanco, Madrid, Spain.

出版信息

Proteins. 2005;61 Suppl 7:27-45. doi: 10.1002/prot.20720.

Abstract

Here we present a full overview of the Critical Assessment of Protein Structure Prediction (CASP6) comparative modeling category. Prediction accuracy for the 43 comparative modeling targets was assessed through detailed numerical comparisons between predicted and experimental structures. Assessments using standard measures for model backbone quality and structural alignment accuracy highlighted a small number of groups with stand out predictions and these findings were backed up by statistical comparisons. We were able to carry out evaluations of side-chain contacts predictions and side-chain rotamer accuracy, for which one group turned out to have statistically better predictions. We also assessed the prediction quality of structurally divergent regions and biologically important sites. Interestingly we were able to show that predictors were not predicting these important functional regions with any greater accuracy than the rest of the structure. In addition we investigated the ability of predictors to build models that improve on the structural template and reached some tentative conclusions from comparisons with the previous CASP experiment.

摘要

在此,我们全面概述了蛋白质结构预测关键评估(CASP6)比较建模类别。通过对预测结构与实验结构进行详细的数值比较,评估了43个比较建模目标的预测准确性。使用模型主链质量和结构比对准确性的标准度量进行的评估突出显示了少数几组具有出色预测结果的情况,这些发现得到了统计比较的支持。我们能够对侧链接触预测和侧链旋转异构体准确性进行评估,结果发现有一组在统计上具有更好的预测。我们还评估了结构差异区域和生物学重要位点的预测质量。有趣的是,我们能够表明,预测器在预测这些重要功能区域时,并不比结构的其他部分具有更高的准确性。此外,我们研究了预测器构建比结构模板有所改进的模型的能力,并通过与之前的CASP实验进行比较得出了一些初步结论。

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