Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology (B.H.U.), Varanasi, UP, 221005, India.
Department of Chemical Engineering & Technology, Indian Institute of Technology (B.H.U.), Varanasi, UP, 221005, India.
Mol Divers. 2024 Apr;28(2):649-669. doi: 10.1007/s11030-023-10608-8. Epub 2023 Feb 6.
Protein tyrosine phosphatases (PTPs) are the group of enzymes that control both cellular activity and the dephosphorylation of tyrosine (Tyr)-phosphorylated proteins. Dysregulation of PTP1B has contributed to numerous diseases including Diabetes Mellitus, Alzheimer's disease, and obesity rendering PTP1B as a legitimate target for therapeutic applications. It is highly challenging to target this enzyme because of its highly conserved and positively charged active-site pocket motivating researchers to find novel lead compounds against it. The present work makes use of an integrated approach combining ligand-based and structure-based virtual screening to find hit compounds targeting PTP1B. Initially, pharmacophore modeling was performed to find common features like two hydrogen bond acceptors, an aromatic ring and one hydrogen bond donor from the potent PTP1B inhibitors. The dataset of compounds matching with the common pharmacophoric features was filtered to remove Pan-Assay Interference substructure and to match the Lipinski criteria. Then, compounds were further prioritized using molecular docking and top fifty compounds with good binding affinity were selected for absorption, distribution, metabolism, and excretion (ADME) predictions. The top five compounds with high solubility, absorption and permeability holding score of - 10 to - 9.3 kcal/mol along with Ertiprotafib were submitted to all-atom molecular dynamic (MD) studies. The MD studies and binding free energy calculations showed that compound M4, M5 and M8 were having better binding affinity for PTP1B enzyme with ∆G score of - 24.25, - 31.47 and - 33.81 kcal/mol respectively than other compounds indicating that compound M8 could be a suitable lead compound as PTP1B inhibitor.
蛋白酪氨酸磷酸酶(PTPs)是一组控制细胞活性和酪氨酸(Tyr)磷酸化蛋白去磷酸化的酶。PTP1B 的失调与包括糖尿病、阿尔茨海默病和肥胖症在内的许多疾病有关,这使得 PTP1B 成为治疗应用的合法靶点。由于其高度保守且带正电荷的活性口袋,靶向该酶极具挑战性,这促使研究人员寻找针对它的新型先导化合物。本工作采用结合配体和基于结构的虚拟筛选的综合方法,寻找针对 PTP1B 的命中化合物。最初,进行了药效团建模,以从有效的 PTP1B 抑制剂中找到两个氢键受体、一个芳环和一个氢键供体等共同特征。然后,对与共同药效团特征匹配的化合物数据集进行筛选,以去除泛分析干扰亚结构并符合 Lipinski 标准。然后,使用分子对接进一步对化合物进行优先级排序,并选择具有良好结合亲和力的前 50 个化合物进行吸收、分布、代谢和排泄(ADME)预测。前五个化合物具有高溶解度、吸收和渗透率评分 -10 至 -9.3 kcal/mol,与 Ertiprotafib 一起提交给全原子分子动力学(MD)研究。MD 研究和结合自由能计算表明,化合物 M4、M5 和 M8 与 PTP1B 酶的结合亲和力更好,结合自由能分别为 -24.25、-31.47 和 -33.81 kcal/mol,优于其他化合物,表明化合物 M8 可能是一种合适的先导化合物作为 PTP1B 抑制剂。