Structural Genomics Consortium, Toronto M5G 1L7, Canada.
Department of Pharmacology, University of Toronto, Toronto M5G 1L7, Canada.
J Chem Inf Model. 2024 Aug 12;64(15):6162-6173. doi: 10.1021/acs.jcim.4c00426. Epub 2024 Aug 1.
Proteolysis targeting chimeras (PROTACs) are bifunctional compounds that recruit an E3 ligase to a target protein to induce ubiquitination and degradation of the target. Rational optimization of PROTAC requires a structural model of the ternary complex. In the absence of an experimental structure, computational tools have emerged that attempt to predict PROTAC ternary complexes. Here, we systematically benchmark three commonly used tools: PRosettaC, MOE, and ICM. We find that these PROTAC-focused methods produce an array of ternary complex structures, including some that are observed experimentally, but also many that significantly deviate from the crystal structure. Molecular dynamics simulations show that PROTAC complexes may exist in a multiplicity of configurational states and question the use of experimentally observed structures as a reference for accurate predictions. The pioneering computational tools benchmarked here highlight the promises and challenges in the field and may be more valuable when guided by clear structural and biophysical data. The benchmarking data set that we provide may also be valuable for evaluating other and future computational tools for ternary complex modeling.
蛋白水解靶向嵌合体(PROTACs)是双功能化合物,可招募 E3 连接酶到靶蛋白上,诱导靶蛋白的泛素化和降解。PROTAC 的合理优化需要三元复合物的结构模型。在没有实验结构的情况下,出现了一些试图预测 PROTAC 三元复合物的计算工具。在这里,我们系统地对三种常用工具:PRosettaC、MOE 和 ICM 进行了基准测试。我们发现这些专注于 PROTAC 的方法产生了一系列三元复合物结构,其中包括一些实验中观察到的结构,但也有许多结构与晶体结构明显偏离。分子动力学模拟表明,PROTAC 复合物可能存在多种构象状态,并对将实验观察到的结构用作准确预测的参考提出了质疑。在这里基准测试的开创性计算工具突出了该领域的承诺和挑战,当有明确的结构和生物物理数据指导时,它们可能更有价值。我们提供的基准测试数据集也可能对评估其他和未来用于三元复合物建模的计算工具具有价值。