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鉴定表皮生长因子受体抑制剂作为癌症治疗的潜在药物:基于药效团的建模、分子对接和分子动力学研究。

Identification of EGFR inhibitors as potential agents for cancer therapy: pharmacophore-based modeling, molecular docking, and molecular dynamics investigations.

机构信息

Department of Chemical Sciences, Biochemistry Unit, College of Natural and Applied Sciences, Fountain University, Osogbo, Osun State, Nigeria.

Faculty of Basic Medical Sciences, Department of Biochemistry, College of Medicine, University of Lagos, Lagos, Lagos State, Nigeria.

出版信息

J Mol Model. 2023 Apr 4;29(5):128. doi: 10.1007/s00894-023-05531-6.

DOI:10.1007/s00894-023-05531-6
PMID:37016200
Abstract

CONTEXT

As a member of a large family of proteins that together regulate various aspects of cell growth and development, the epidermal growth factor receptor (EGFR) is a validated target for the development of new drugs. Herein, we compiled a library of 62 compounds from the PubChem database with similar pharmacophores as osimertinib, which to our knowledge represents the only drug capable of overcoming EGFR-T790M-mutated NSCLC until date. Subsequently, we launched a docking-based virtual screening campaign against the EGFR kinase with the compiled chemical entities. The virtual screen identified 3 hit candidates (CID_126667097, CID_137660592, and CID_137659061) with lower binding energy/higher affinity (- 8.7 kcal/mol, - 8.6 kcal/mol, and - 8.5 kcal/mol, respectively) than the standard osimertinib (- 8.4 kcal/mol). Molecular dynamics metrics such as RMSD, RMSF, ROG, and intermolecular H-bond were used to substantiate the stability of the promising drug candidates at the binding pocket of EGFR after 100,000 ps production run. Overall, our molecular modeling study portrayed CID_126667097, CID_137660592, and CID_137659061 as lead-like drug candidates that may be further developed for the treatment of EGFR-associated cancer disease.

METHODS

Molecular docking was conducted with Autodock Vina. A total of 62 compounds were compiled for the docking screen, which were then downloaded in SMILE format and converted to Protein Data Bank (PDB) format using the Openbabel online server. Finally, Gromacs 2022.3 was used to perform MD simulation to substantiate the stability of the hit candidates.

摘要

背景

作为一个共同调节细胞生长和发育各个方面的蛋白质大家族的成员,表皮生长因子受体(EGFR)是开发新药的一个经过验证的靶点。在此,我们从 PubChem 数据库中编译了一个包含 62 种化合物的文库,这些化合物与我们所知的迄今为止唯一能够克服 EGFR-T790M 突变型 NSCLC 的药物奥希替尼具有相似的药效团。随后,我们针对 EGFR 激酶进行了基于对接的虚拟筛选,使用了编译的化学实体。虚拟筛选鉴定了 3 个命中候选物(CID_126667097、CID_137660592 和 CID_137659061),它们的结合能/亲和力比标准奥希替尼(-8.4 kcal/mol)更低(分别为-8.7 kcal/mol、-8.6 kcal/mol 和-8.5 kcal/mol)。分子动力学指标,如 RMSD、RMSF、ROG 和分子间氢键,用于在 100,000 ps 生产运行后证实有前途的候选药物在 EGFR 结合口袋中的稳定性。总的来说,我们的分子建模研究表明,CID_126667097、CID_137660592 和 CID_137659061 具有类似先导药物的特性,可能进一步开发用于治疗 EGFR 相关的癌症疾病。

方法

使用 Autodock Vina 进行分子对接。共编译了 62 种化合物进行对接筛选,然后以 SMILE 格式下载,并使用在线 Openbabel 服务器将其转换为 Protein Data Bank(PDB)格式。最后,使用 Gromacs 2022.3 进行 MD 模拟,以证实命中候选物的稳定性。

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