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带有酞嗪酮环的稠合吡啶并[3,4-D]嘧啶部分加速对三阴性乳腺癌中PARP1和CDK4的双重抑制:通过分子建模和量子力学进行计算研究的混合设计

Fused pyrido[3,4-D]pyrimidine moiety with phthalazinone ring accelerate dual inhibition of PARP1 and CDK4 in triple-negative breast cancer: a hybrid design with computational investigation through molecular modeling and quantum mechanics.

作者信息

Sivakumar Mahema, Roshni Jency, Ahmad Sheikh F, Attia Sabry M, Ramasamy Magesh, Ahmed Shiek S S J

机构信息

Drug Discovery and Multi-Omics Laboratory, Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India.

Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, 11451, Riyadh, Saudi Arabia.

出版信息

J Mol Model. 2025 Jun 4;31(7):181. doi: 10.1007/s00894-025-06393-w.

Abstract

CONTEXT

The PARP inhibitor olaparib is effective in breast cancer patients; however, its efficacy is reduced in triple-negative breast cancer (TNBC) due to mechanisms of drug resistance. Recent studies demonstrate that the CDK4 inhibitor palbociclib can enhance the sensitivity of cancer cells to PARP inhibitors. We designed 43 hybrid compounds by combining the pyrido[3,4-d]pyrimidine moiety from palbociclib with the phthalazinone ring from olaparib. Pharmacokinetic profiling and molecular docking revealed compound 17 as a promising candidate, demonstrating a binding affinity of - 8.42 kcal/mol with PARP1 and - 10.05 kcal/mol with CDK4, in contrast to the native inhibitors. Furthermore, the induced fit docking validated its superiority compared to the native inhibitors. Molecular dynamics simulations over 500 ns confirmed the structural stability of compound 17 with both targets. Moreover, the QM/MM, DFT, TD-DFT, and MEP analyses yielded significant insights into charge transfer and electronic transitions, augmenting our understanding of the electronic and bonding properties of the hybrid compound.

METHODS

To facilitate the design of 43 hybrid compounds, ChemSketch was utilized, and QikProp, a module of the Maestro Schrödinger suite (v13.5), was used to make predictions regarding the pharmacokinetic properties of these compounds. We checked the binding affinities using docking methods and the stability of the protein-ligand complex using molecular dynamics simulations with Desmond module in Maestro Schrödinger suite (v13.5). Quantum mechanical analyses at the B3LYP/6-31G** level were conducted to elucidate the DFT/TD-DFT, molecular electrostatic potential, Mulliken charges, chemical descriptors, NBO, and NLO properties.

摘要

背景

聚(ADP - 核糖)聚合酶(PARP)抑制剂奥拉帕尼对乳腺癌患者有效;然而,由于耐药机制,其在三阴性乳腺癌(TNBC)中的疗效会降低。最近的研究表明,细胞周期蛋白依赖性激酶4(CDK4)抑制剂哌柏西利可增强癌细胞对PARP抑制剂的敏感性。我们通过将哌柏西利的吡啶并[3,4 - d]嘧啶部分与奥拉帕尼的酞嗪酮环结合,设计了43种杂合化合物。药代动力学分析和分子对接显示化合物17是一个有前景的候选物,与天然抑制剂相比,它与PARP1的结合亲和力为 - 8.42千卡/摩尔,与CDK4的结合亲和力为 - 10.05千卡/摩尔。此外,诱导契合对接验证了其相对于天然抑制剂的优越性。超过500纳秒的分子动力学模拟证实了化合物17与两个靶点的结构稳定性。此外,量子力学/分子力学(QM/MM)、密度泛函理论(DFT)、含时密度泛函理论(TD - DFT)和分子静电势(MEP)分析对电荷转移和电子跃迁产生了重要见解,加深了我们对杂合化合物电子和键合性质的理解。

方法

为便于设计43种杂合化合物,使用了ChemSketch,并利用Maestro Schrödinger套件(v13.5)中的模块QikProp对这些化合物的药代动力学性质进行预测。我们使用对接方法检查结合亲和力,并使用Maestro Schrödinger套件(v13.5)中的Desmond模块通过分子动力学模拟检查蛋白质 - 配体复合物的稳定性。在B3LYP/6 - 31G**水平进行量子力学分析,以阐明DFT/TD - DFT、分子静电势、Mulliken电荷、化学描述符、自然键轨道(NBO)和非线性光学(NLO)性质。

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