Walhekar Vinayak, Bagul Chandrakant, Kumar Dileep, Achaiah Garlapati, Muthal Amol, Kulkarni Ravindra, Basavarju Maccha
Department of Pharmaceutical Chemistry, BVDU'S Poona College of Pharmacy, Erandwane Pune-411038, Maharashtra, India.
University College of Pharmaceutical Sciences, Kakatiya University, Warangal 506009, Andhra Pradesh, India.
Anticancer Agents Med Chem. 2025;25(13):954-966. doi: 10.2174/1871520622666220820090353.
PIM (Proviral Integration site for Moloney Murine Leukemia virus) kinases are members of the class of kinase family serine/threonine kinases, which play a crucial role in cancer development. As there is no drug in the market against PIM-1, kinase has transpired as a budding and captivating target for discovering new anticancer agents targeting PIM-1 kinase.
The current research pondered the development of new PIM-1 kinase inhibitors by applying a ligand-based and structure-based drug discovery approach involving 3D QSAR, molecular docking, and dynamics simulation.
In this study, association allying the structural properties and biological activity was undertaken using 3DQSAR analysis. The 3D-QSAR model was generated with the help of 35 compounds from which the best model manifested an appreciated cross-validation coefficient (q) of 0.8866 and conventional correlation coefficient (r) of 0.9298, respectively and the predicted correlation coefficient (r ) was obtained as 0.7878.
The molecular docking analysis demonstrated that the analogs under analysis occupied the active site of the PIM-1 kinase receptor and interactions with Lys67 in the catalytic region, Asp186 in the DFG motif, and Glu171 were noticed with numerous compounds.
Furthermore, the molecular dynamics simulation study stated that the ligand portrayed strong conformational stability within the active site of PIM-1 kinase protein, forming two hydrogen bonds until 100 ns, respectively.
Overall outcomes of the study revealed that applications of the ligand-based drug discovery approach and structure-based drug discovery strategy conceivably applied to discovering new PIM-1 kinase inhibitors as anticancer agents.
PIM(莫洛尼鼠白血病病毒前病毒整合位点)激酶是丝氨酸/苏氨酸激酶家族中的成员,在癌症发展过程中发挥着关键作用。由于市场上尚无针对PIM-1的药物,该激酶已成为发现靶向PIM-1激酶的新型抗癌药物的一个新兴且引人关注的靶点。
当前研究通过应用基于配体和基于结构的药物发现方法,包括三维定量构效关系(3D QSAR)、分子对接和动力学模拟,来探索新型PIM-1激酶抑制剂的开发。
在本研究中,利用3D QSAR分析对结构性质与生物活性之间的关联进行了研究。借助35种化合物生成了3D-QSAR模型,其中最佳模型的交叉验证系数(q)为0.8866,传统相关系数(r)为0.9298,预测相关系数(r')为0.7878。
分子对接分析表明,所分析的类似物占据了PIM-1激酶受体的活性位点,并且多种化合物与催化区域的Lys67、DFG基序中的Asp186以及Glu171存在相互作用。
此外,分子动力学模拟研究表明,该配体在PIM-1激酶蛋白的活性位点内表现出很强的构象稳定性,分别在100纳秒内形成了两个氢键。
该研究的总体结果表明,基于配体的药物发现方法和基于结构的药物发现策略有可能应用于发现作为抗癌药物的新型PIM-1激酶抑制剂。