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绘制PROTAC介导的蛋白质-蛋白质相互作用的能量景观图。

Mapping the energy landscape of PROTAC-mediated protein-protein interactions.

作者信息

Villegas José A, Vaid Tasneem M, Johnson Michael E, Moore Terry W

机构信息

Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois Chicago, Chicago, IL 60612, USA.

Center for Biomolecular Sciences, College of Pharmacy, University of Illinois Chicago, Chicago, IL 60606, USA.

出版信息

Comput Struct Biotechnol J. 2023 Mar 2;21:1885-1892. doi: 10.1016/j.csbj.2023.02.049. eCollection 2023.

Abstract

A principal challenge in computational modeling of macromolecules is the vast conformational space that arises out of large numbers of atomic degrees of freedom. Recently, growing interest in building predictive models of complexes mediated by Proteolysis Targeting Chimeras (PROTACs) has led to the application of state-of-the-art computational techniques to tackle this problem. However, repurposing existing tools to carry out protein-protein docking and linker conformer generation independently results in extensive sampling of structures incompatible with PROTAC-mediated complex formation. Here we show that it is possible to restrict the search to the space of protein-protein conformations that can be bridged by a PROTAC molecule with a given linker composition by using a cyclic coordinate descent algorithm to position PROTACs into complex-bound configurations. We use this methodology to construct potential energy and solvation energy landscapes of PROTAC-mediated interactions. Our results suggest that desolvation of amino acids at interfaces could play a dominant role in PROTAC-mediated complex formation.

摘要

大分子计算建模中的一个主要挑战是,大量原子自由度所产生的巨大构象空间。最近,人们对构建靶向嵌合体蛋白酶(PROTAC)介导的复合物预测模型的兴趣日益浓厚,这促使人们应用最先进的计算技术来解决这一问题。然而,重新利用现有工具独立进行蛋白质-蛋白质对接和接头构象异构体生成,会导致对与PROTAC介导的复合物形成不兼容的结构进行广泛采样。在这里,我们表明,通过使用循环坐标下降算法将PROTAC定位到复合物结合构型中,可以将搜索限制在由具有给定接头组成的PROTAC分子桥接的蛋白质-蛋白质构象空间内。我们使用这种方法构建了PROTAC介导相互作用的势能和溶剂化能景观。我们的结果表明,界面处氨基酸的去溶剂化可能在PROTAC介导的复合物形成中起主导作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/be29/10008833/044d8ba8b288/ga1.jpg

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