Department of Biotechnology, Bharathiar University, Coimbatore, Tamil Nadu, 641046, India.
Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, 641046, India.
Mol Divers. 2023 Jun;27(3):1297-1308. doi: 10.1007/s11030-022-10490-w. Epub 2022 Jul 13.
The Signal Transducer and Activator of Transcription 3 (STAT3) protein is activated consistently in the tumor cells and thus studied as a potent target for cancer prevention. The TYR705-phosphorylated (pTyr) STAT3 forms a homo-dimer by binding to its recognition site in the Src Homology 2 (SH2) domain of another STAT3 monomer, causing cellular survival, proliferation, inflammation, and tumor invasion. Many inhibitors of STAT3-SH2 have recently been identified using both computational and experimental approaches. In this study, we used molecular docking, Absorption, Distribution, Metabolism, and Excretion/Toxicological (ADME/tox) and molecular dynamics modeling to examine binding affinities and specificities of 191 inhibitor drugs from the SELLECKCHEM database. The binding free energies of the inhibitors were calculated by Induced Fit Docking (IFD) prime energy. The binding hotspots of STAT3-SH2 were evaluated via binding energy decomposition and hydrogen bond distribution analysis, and the inhibitor compound's stability was assessed through MD simulation. (-)-Epigallocatechin gallate, Kaempferol-3-O-rutinoside, Picroside I, Saikosaponin D, and Ginsenoside Rk1 were found to be the top hit inhibitor compounds. They exhibited an exceptional docking score, a low binding free energy, interacted with the key amino acid residue, and showed significant ADME/tox moderation. These compounds were further proved to be favorable by their stability in an MD simulation run for 100 ns using GROMACS software. The inhibitors (-)-Epigallocatechin gallate, Kaempferol-3-O-rutinoside, and Saikosaponin D show improved stability in molecular dynamic modeling and are expected to have a significant STAT3-SH2 inhibitory effect against cancer.
信号转导子和转录激活子 3(STAT3)蛋白在肿瘤细胞中持续激活,因此被研究作为癌症预防的有效靶点。磷酸化的 TYR705(pTyr)STAT3 通过与其识别位点结合形成同源二聚体,另一个 STAT3 单体的Src 同源性 2(SH2)域,导致细胞存活、增殖、炎症和肿瘤侵袭。最近使用计算和实验方法鉴定了许多 STAT3-SH2 抑制剂。在这项研究中,我们使用分子对接、吸收、分布、代谢和排泄/毒理学(ADME/tox)和分子动力学建模来检查来自 SELLECKCHEM 数据库的 191 种抑制剂药物的结合亲和力和特异性。抑制剂的结合自由能通过诱导拟合对接(IFD)主能计算。通过结合能分解和氢键分布分析评估 STAT3-SH2 的结合热点,通过 MD 模拟评估抑制剂化合物的稳定性。(-)-表没食子儿茶素没食子酸酯、山柰酚-3-O-芦丁苷、梓醇苷 I、柴胡皂苷 D 和人参皂苷 Rk1 被发现是顶级命中抑制剂化合物。它们表现出出色的对接得分、低结合自由能、与关键氨基酸残基相互作用,并显示出显著的 ADME/tox 调节作用。这些化合物在使用 GROMACS 软件进行 100ns 的 MD 模拟运行中表现出稳定性,进一步证明了它们的有利性。抑制剂(-)-表没食子儿茶素没食子酸酯、山柰酚-3-O-芦丁苷和柴胡皂苷 D 在分子动力学建模中表现出更好的稳定性,预计对癌症具有显著的 STAT3-SH2 抑制作用。