Laboratory of Bioactive Research and Development (LIDeB), Faculty of Exact Sciences, University of La Plata - 47 and 115, La Plata, Buenos Aires, Argentina.
Instituto de Investigaciones en Ingeniería Genética y Biología Molecular (INGEBI-CONICET), Buenos Aires, Argentina.
Chem Biodivers. 2022 Jan;19(1):e202100712. doi: 10.1002/cbdv.202100712. Epub 2021 Dec 16.
Cyclic nucleotide phosphodiesterases have been implicated in the proliferation, differentiation and osmotic regulation of trypanosomatids; in some trypanosomatid species, they have been validated as molecular targets for the development of new therapeutic agents. Because the experimental structure of Trypanosoma cruzi PDEb1 (TcrPDEb1) has not been solved so far, an homology model of the target was created using the structure of Trypanosoma brucei PDEb1 (TbrPDEb1) as a template. The model was refined by extensive enhanced sampling molecular dynamics simulations, and representative snapshots were extracted from the trajectory by combined clustering analysis. This structural ensemble was used to develop a structure-based docking model of the target. The docking accuracy of the model was validated by redocking and cross-docking experiments using all available crystal structures of TbrPDEb1, whereas the scoring accuracy was validated through a retrospective screen, using a carefully curated dataset of compounds assayed against TbrPDEb1 and/or TcrPDEb1. Considering the results from in silico validations, the model may be applied in prospective virtual screening campaigns to identify novel hits, as well as to guide the rational design of potent and selective inhibitors targeting this enzyme.
环核苷酸磷酸二酯酶参与了动基体生物的增殖、分化和渗透调节;在一些动基体生物物种中,它们已被验证为开发新治疗药物的分子靶标。由于迄今为止尚未解决克氏锥虫 PDEb1(TcrPDEb1)的实验结构,因此使用布氏锥虫 PDEb1(TbrPDEb1)的结构作为模板创建了该靶标的同源模型。使用广泛的增强采样分子动力学模拟对模型进行了优化,并且通过组合聚类分析从轨迹中提取了代表性快照。该结构集合用于开发基于结构的目标对接模型。通过重新对接和使用所有可用的 TbrPDEb1 晶体结构进行的交叉对接实验验证了模型的对接准确性,而通过回顾性筛选验证了评分准确性,该筛选使用了经过精心整理的针对 TbrPDEb1 和/或 TcrPDEb1 进行测试的化合物数据集。考虑到计算机验证的结果,该模型可应用于前瞻性虚拟筛选活动,以识别新的命中,并指导针对该酶的有效且选择性抑制剂的合理设计。