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在 EROS-DOCK 中使用约束可以提高对映体和多组分蛋白对接中模型的质量。

Using restraints in EROS-DOCK improves model quality in pairwise and multicomponent protein docking.

机构信息

Universite de Lorraine, CNRS, Inria, LORIA, Nancy, France.

出版信息

Proteins. 2020 Aug;88(8):1121-1128. doi: 10.1002/prot.25959. Epub 2020 Jul 8.

Abstract

Protein docking algorithms aim to predict the 3D structure of a protein complex from the structures of its separated components. In the past, most docking algorithms focused on docking pairs of proteins to form dimeric complexes. However, attention is now turning towards the more difficult problem of using docking methods to predict the structures of multicomponent complexes. In both cases, however, the constituent proteins often change conformation upon complex formation, and this can cause many algorithms to fail to detect near-native binding orientations due to the high number of atomic steric clashes in the list of candidate solutions. An increasingly popular way to retain more near-native orientations is to define one or more restraints that serve to modulate or override the effect of steric clashes. Here, we present an updated version of our "EROS-DOCK" docking algorithm which has been extended to dock arbitrary dimeric and trimeric complexes, and to allow the user to define residue-residue or atom-atom interaction restraints. Our results show that using even just one residue-residue restraint in each interaction interface is sufficient to increase the number of cases with acceptable solutions within the top 10 from 51 to 121 out of 173 pairwise docking cases, and to successfully dock 8 out of 11 trimeric complexes.

摘要

蛋白质对接算法旨在根据其分离成分的结构预测蛋白质复合物的 3D 结构。过去,大多数对接算法主要关注对接蛋白质对以形成二聚体复合物。然而,现在的注意力转向了使用对接方法预测多组分复合物结构的更困难问题。然而,在这两种情况下,组成蛋白质在复合物形成时通常会改变构象,这可能导致许多算法由于候选解决方案列表中的原子空间位阻冲突数量过高而无法检测到接近天然的结合方向。一种越来越流行的保留更多接近天然构象的方法是定义一个或多个约束条件,以调节或覆盖空间位阻的影响。在这里,我们展示了我们的“EROS-DOCK”对接算法的更新版本,该算法已扩展为对接任意二聚体和三聚体复合物,并允许用户定义残基-残基或原子-原子相互作用约束。我们的结果表明,在每个相互作用界面中使用仅一个残基-残基约束,就足以将前 10 名中具有可接受解决方案的情况数量从 173 对对接情况中的 51 增加到 121,并成功对接 11 个三聚体复合物中的 8 个。

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