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Relative Packing Groups in Template-Based Structure Prediction: Cooperative Effects of True Positive Constraints

机译:基于模板的结构预测中的相对填充组:真实正约束的协同效应

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摘要

Most current template-based structure prediction methods concentrate on finding the correct backbone conformation and then packing sidechains within that backbone. Our packing-based method derives distance constraints from conserved relative packing groups (RPGs). In our refinement approach, the RPGs provide a level of resolution that restrains global topology while allowing conformational sampling. In this study, we test our template-based structure prediction method using 51 prediction units from CASP7 experiments. RPG-based constraints are able to substantially improve approximately two-thirds of starting templates. Upon deeper investigation, we find that true positive spatial constraints, especially those non-local in sequence, derived from the RPGs were important to building nearer native models. Surprisingly, the fraction of incorrect or false positive constraints does not strongly influence the quality of the final candidate. This result indicates that our RPG-based true positive constraints sample the self-consistent, cooperative interactions of the native structure. The lack of such reinforcing cooperativity explains the weaker effect of false positive constraints. Generally, these findings are encouraging indications that RPGs will improve template-based structure prediction.
机译:当前大多数基于模板的结构预测方法都集中于找到正确的骨架构象,然后将侧链包装在该骨架中。我们基于打包的方法从保守的相对打包组(RPG)得出距离约束。在我们的改进方法中,RPG提供一定程度的分辨率,可以限制全局拓扑,同时允许构象采样。在这项研究中,我们使用来自CASP7实验的51个预测单元测试了基于模板的结构预测方法。基于RPG的约束能够显着改善大约三分之二的起始模板。经过更深入的研究,我们发现从RPG派生的真正的正空间约束(尤其是序列中非局部的约束)对于构建更接近的本机模型很重要。令人惊讶的是,错误或错误的肯定约束的比例并不会强烈影响最终候选人的素质。该结果表明,我们基于RPG的真实正约束条件对自然结构的自洽,协作相互作用进行了采样。缺乏这种加强的合作性说明了错误肯定约束的作用较弱。通常,这些发现令人鼓舞,表明RPG将改善基于模板的结构预测。

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