School of Life Sciences and Health Engineering, Jiangnan University, Wuxi, China.
Institute of Bioinformatics and Medical Engineering, School of Electrical and Information Engineering, Jiangsu University of Technology, Changzhou, China.
J Biomol Struct Dyn. 2024 Sep;42(15):8172-8183. doi: 10.1080/07391102.2023.2246569. Epub 2023 Aug 12.
Since dysregulation of the phosphatidylinositol 3-kinase (PI3K) signaling pathway is associated with the pathogenesis of cancer, inflammation, and autoimmunity, PI3K has emerged as an attractive target for drug development. Although copanlisib is the first pan-PI3K inhibitor to be approved for clinical use, the precise mechanism by which it acts on PI3K has not been fully elucidated. To reveal the binding mechanisms and structure-activity relationship between PI3K and copanlisib, a comprehensive modeling approach that combines 3D-quantitative structure-activity relationship (3D-QSAR), pharmacophore model, and molecular dynamics (MD) simulation was utilized. Initially, the structure-activity relationship of copanlisib and its derivatives were explored by constructing a 3D-QSAR. Then, the key chemical characteristics were identified by building common feature pharmacophore models. Finally, MD simulations were performed to elucidate the important interactions between copanlisib and different PI3K subtypes, and highlight the key residues for tight-binding inhibitors. The present study uncovered the principal mechanism of copanlisib's action on PI3K at the theoretical level, and these findings might provide guidance for the rational design of pan-PI3K inhibitors.Communicated by Ramaswamy H. Sarma.
由于磷脂酰肌醇 3-激酶 (PI3K) 信号通路的失调与癌症、炎症和自身免疫的发病机制有关,PI3K 已成为药物开发的一个有吸引力的靶点。尽管 copanlisib 是第一个被批准用于临床的泛 PI3K 抑制剂,但它作用于 PI3K 的精确机制尚未完全阐明。为了揭示 PI3K 与 copanlisib 之间的结合机制和结构-活性关系,采用了一种综合的建模方法,结合了三维定量构效关系 (3D-QSAR)、药效团模型和分子动力学 (MD) 模拟。首先,通过构建 3D-QSAR 来探索 copanlisib 及其衍生物的构效关系。然后,通过构建共同特征药效团模型来确定关键的化学特征。最后,进行 MD 模拟,以阐明 copanlisib 与不同 PI3K 亚型之间的重要相互作用,并突出与紧密结合抑制剂相关的关键残基。本研究从理论上揭示了 copanlisib 作用于 PI3K 的主要机制,这些发现可能为泛 PI3K 抑制剂的合理设计提供指导。由 Ramaswamy H. Sarma 交流。