Ganai Shabir Ahmad, Mohan Suma, Padder Shahid Ahmad
Division of Basic Sciences & Humanities, FoH, SKUAST-Kashmir, Shalimar, Srinagar, Jammu & Kashmir, 190025, India.
School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, Tamil Nadu, 613401, India.
Sci Rep. 2025 Feb 3;15(1):4118. doi: 10.1038/s41598-025-85868-5.
Significant implications of glycogen synthase kinase-3β (GSK-3β) have been reported in various neuronal disorders and malignant cancers. GSK-3β modulates diverse protein targets through phosphorylation, and its aberrant activity leads to neurological complications as well as tumour onset. Therefore, inhibiting GSK-3β activity through active-site fitting molecules may offer a favourable strategy for intercepting these disorders. This comprehensive study used multiple assays in tandem in order to explore the most potent GSK-3β inhibitor. Following structural similarity screening, 135 molecular docking and 135 standard MM-GBSA experiments were performed using AZD1080, a known inhibitor as standard. Among the 32 molecules demonstrating a stronger binding affinity than reference, only the two most potent molecules were chosen and their binding free energy was compared to AZD1080 using the Desmond trajectory clustering and eventual MM-GBSA. Additionally, the interaction status of these molecules and AZD1080 with GSK-3β was explored post-molecular dynamics. The stability of the strongest molecule (most potent) was evaluated in the active site of the above-mentioned kinase keeping its apo-form as reference. Notably, the e-Pharmacophores mapping was performed to address the level of complementarity of the most potent molecule and AZD1080 with the functional site of GSK-3β. Using various techniques, we identified the molecule with PubChem CID: 11167509 as the strongest molecule for obstructing GSK-3β, which may serve as a promising therapeutic after the meticulous evaluation on diverse models.
糖原合酶激酶-3β(GSK-3β)在各种神经疾病和恶性肿瘤中具有重要意义。GSK-3β通过磷酸化调节多种蛋白质靶点,其异常活性会导致神经并发症以及肿瘤发生。因此,通过活性位点适配分子抑制GSK-3β活性可能为干预这些疾病提供一种有利策略。这项全面的研究串联使用了多种检测方法,以探索最有效的GSK-3β抑制剂。在进行结构相似性筛选后,使用已知抑制剂AZD1080作为标准,进行了135次分子对接和135次标准MM-GBSA实验。在32个显示出比参考分子更强结合亲和力的分子中,仅选择了两个最有效的分子,并使用Desmond轨迹聚类和最终的MM-GBSA将它们的结合自由能与AZD1080进行比较。此外,在分子动力学之后,探索了这些分子和AZD1080与GSK-3β的相互作用状态。以其无配体形式为参考,评估了最强分子(最有效)在上述激酶活性位点的稳定性。值得注意的是,进行了电子药效团映射,以确定最有效分子和AZD1080与GSK-3β功能位点的互补程度。通过各种技术,我们确定了PubChem CID为11167509的分子是阻碍GSK-3β的最强分子,在对各种模型进行细致评估后,它可能成为一种有前景的治疗药物。