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新型 B、C 环截断去甲二氢愈创木酸衍生物通过分子对接和分子动力学模拟显示为细胞周期蛋白 D1 和细胞周期蛋白 E 的潜在抑制剂。

Novel B, C-ring truncated deguelin derivatives reveals as potential inhibitors of cyclin D1 and cyclin E using molecular docking and molecular dynamic simulation.

机构信息

Bioinformatics Research Laboratory, Dr. D. Y. Patil Biotechnology and Bioinformatics Institute, Pune, 411033, India.

Bioinformatics Centre, Savitribai Phule Pune University, Pune, 411007, India.

出版信息

Mol Divers. 2022 Aug;26(4):2295-2309. doi: 10.1007/s11030-021-10334-z. Epub 2021 Oct 9.

Abstract

The overexpression of cyclin D1 and cyclin E due to their oncogenic potential and amplification has been associated with a higher mortality rate in many cancers. The deguelin is a natural compound, has shown promising anti-cancer activity by directly binding cyclin D1 and cyclin E and thus suppressing its function. The C7a atomic position of deguelin structure contains a proton that generates stabilized radical, as a result, decomposed deguelin reduces its structural stability and significantly decreases its biological activity. To design deguelin derivatives with the reduced potential side effect, series of B, C-ring truncated derivatives were investigated as cyclin D1 and cyclin E inhibitors. R-group-based enumeration was implemented in the deguelin scaffold using the R-group enumeration module of Schrödinger. Drug-Like filters like, REOS and PAINs series were applied to the enumerated compound library to remove compounds containing reactive functional groups. Further, screened compounds were docked within the ligand-binding cavity of cyclin D1 and cyclin E crystal structure, using Glide SP and XP protocol to obtain docking poses. Enrichment calculations were done using SchrÖdinger software, with 1000 decoy compounds (from DUD.E database) and 60 compounds (XP best poses) along with deguelin, to validate the docking protocol. The receiver operating characteristic (ROC) curve indicates R = 0.94 for cyclin D1 and R = 0.79 for cyclin E, suggesting that the docking protocol is valid. Besides, we explored molecular dynamics simulation to probe the binding stability of deguelin and its derivatives within the binding cavity of cyclin D1 and cyclin E structures which are associated with the cyclin D1 and cyclin E inhibitory mechanism.

摘要

由于其致癌潜力和扩增,细胞周期蛋白 D1 和 E 的过表达与许多癌症的高死亡率相关。去桂灵是一种天然化合物,通过直接与细胞周期蛋白 D1 和 E 结合并抑制其功能,显示出有希望的抗癌活性。去桂灵结构的 C7a 原子位置含有一个质子,可产生稳定的自由基,因此,分解的去桂灵降低了其结构稳定性,并显著降低了其生物活性。为了设计具有降低的潜在副作用的去桂灵衍生物,研究了一系列 B、C 环截断衍生物作为细胞周期蛋白 D1 和 E 抑制剂。使用 Schrödinger 的 R 组枚举模块在去桂灵支架上实现了基于 R 组的枚举。应用药物样筛选过滤器,如 REOS 和 PAINs 系列,从枚举的化合物库中去除含有反应性官能团的化合物。进一步,将筛选出的化合物对接在细胞周期蛋白 D1 和 E 晶体结构的配体结合腔内,使用 Glide SP 和 XP 协议获得对接构象。使用 Schrödinger 软件进行富集计算,使用 1000 个诱饵化合物(来自 DUD.E 数据库)和 60 个化合物(XP 最佳构象)以及去桂灵,验证对接方案。接收器操作特性(ROC)曲线表明,细胞周期蛋白 D1 的 R=0.94,细胞周期蛋白 E 的 R=0.79,表明对接方案有效。此外,我们探索了分子动力学模拟,以探测去桂灵及其衍生物在与细胞周期蛋白 D1 和 E 抑制机制相关的细胞周期蛋白 D1 和 E 结构的结合腔内的结合稳定性。

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