Bepari Asim Kumar, Shatabda Swakkhar, Reza Hasan Mahmud
Department of Pharmaceutical Sciences, North South University, Dhaka, Dhaka, Bangladesh.
Department of Computer Science and Engineering, United International University, Dhaka, Dhaka, Bangladesh.
PeerJ. 2024 Jan 22;12:e16762. doi: 10.7717/peerj.16762. eCollection 2024.
Global prevalence of neurodegenerative diseases such as Alzheimer's disease and Parkinson's disease is increasing gradually, whereas approvals of successful therapeutics for central nervous system disorders are inadequate. Accumulating evidence suggests pivotal roles of the receptor-interacting serine/threonine-protein kinase 1 (RIPK1) in modulating neuroinflammation and necroptosis. Discoveries of potent small molecule inhibitors for RIPK1 with favorable pharmacokinetic properties could thus address the unmet medical needs in treating neurodegeneration.
In a structure-based virtual screening, we performed site-specific molecular docking of 4,858 flavonoids against the kinase domain of RIPK1 using AutoDock Vina. We predicted physicochemical descriptors of the top ligands using the SwissADME webserver. Binding interactions of the best ligands and the reference ligand L8D were validated using replicated 500-ns Gromacs molecular dynamics simulations and free energy calculations.
From Vina docking, we shortlisted the top 20 flavonoids with the highest binding affinities, ranging from -11.7 to -10.6 kcal/mol. Pharmacokinetic profiling narrowed down the list to three orally bioavailable and blood-brain-barrier penetrant flavonoids: Nitiducarpin, Pinocembrin 7-O-benzoate, and Paratocarpin J. Next, trajectories of molecular dynamics simulations of the top protein-ligand complexes were analyzed for binding interactions. The root-mean-square deviation (RMSD) was 1.191 Å (±0.498 Å), 1.725 Å (±0.828 Å), 1.923 Å (±0.942 Å), 0.972 Å (±0.155 Å) for Nitiducarpin, Pinocembrin 7-O-benzoate, Paratocarpin J, and L8D, respectively. The radius of gyration (Rg) was 2.034 nm (±0.015 nm), 2.0.39 nm (± 0.025 nm), 2.053 nm (±0.021 nm), 2.037 nm (±0.016 nm) for Nitiducarpin, Pinocembrin 7-O-benzoate, Paratocarpin J, and L8D, respectively. The solvent accessible surface area (SASA) was 159.477 nm (±3.021 nm), 159.661 nm (± 3.707 nm), 160.755 nm (±4.252 nm), 156.630 nm (±3.521 nm), for Nitiducarpin, Pinocembrin 7-O-benzoate, Paratocarpin J, and L8D complexes, respectively. Therefore, lower RMSD, Rg, and SASA values demonstrated that Nitiducarpin formed the most stable complex with the target protein among the best three ligands. Finally, 2D protein-ligand interaction analysis revealed persistent hydrophobic interactions of Nitiducarpin with the critical residues of RIPK1, including the catalytic triads and the activation loop residues, implicated in the kinase activity and ligand binding.
Our target-based virtual screening identified three flavonoids as strong RIPK1 inhibitors, with Nitiducarpin exhibiting the most potent inhibitory potential. Future and studies with these ligands could offer new hope for developing effective therapeutics and improving the quality of life for individuals affected by neurodegeneration.
阿尔茨海默病和帕金森病等神经退行性疾病的全球患病率正在逐渐上升,而针对中枢神经系统疾病的成功治疗方法的批准却不足。越来越多的证据表明,受体相互作用丝氨酸/苏氨酸蛋白激酶1(RIPK1)在调节神经炎症和坏死性凋亡中起关键作用。因此,发现具有良好药代动力学特性的RIPK1强效小分子抑制剂可以满足治疗神经退行性疾病中未满足的医疗需求。
在基于结构的虚拟筛选中,我们使用AutoDock Vina对4858种黄酮类化合物与RIPK1的激酶结构域进行了位点特异性分子对接。我们使用SwissADME网络服务器预测了顶级配体的物理化学描述符。使用重复的500纳秒Gromacs分子动力学模拟和自由能计算验证了最佳配体与参考配体L8D的结合相互作用。
通过Vina对接,我们筛选出了结合亲和力最高的前20种黄酮类化合物,范围为-11.7至-10.6千卡/摩尔。药代动力学分析将列表缩小到三种口服生物可利用且能穿透血脑屏障的黄酮类化合物:亮叶花椒素、7-O-苯甲酸松属素和副托卡平J。接下来,分析了顶级蛋白质-配体复合物的分子动力学模拟轨迹的结合相互作用。亮叶花椒素、7-O-苯甲酸松属素、副托卡平J和L8D的均方根偏差(RMSD)分别为1.191 Å(±0.498 Å)、1.725 Å(±0.828 Å)、1.923 Å(±0.942 Å)、0.972 Å(±0.155 Å)。亮叶花椒素、7-O-苯甲酸松属素、副托卡平J和L8D的回转半径(Rg)分别为2.034 nm(±0.015 nm)、2.039 nm(±0.025 nm)、2.053 nm(±0.021 nm)、2.037 nm(±0.016 nm)。亮叶花椒素、7-O-苯甲酸松属素、副托卡平J和L8D复合物的溶剂可及表面积(SASA)分别为159.477 nm(±3.021 nm)、159.661 nm(±3.707 nm)、160.755 nm(±4.252 nm)、156.630 nm(±3.521 nm)。因此,较低的RMSD、Rg和SASA值表明,在最佳的三种配体中,亮叶花椒素与靶蛋白形成了最稳定的复合物。最后,二维蛋白质-配体相互作用分析揭示了亮叶花椒素与RIPK1的关键残基之间持续的疏水相互作用,包括催化三联体和激活环残基,这些残基与激酶活性和配体结合有关。
我们基于靶点的虚拟筛选确定了三种黄酮类化合物为强效RIPK1抑制剂,其中亮叶花椒素表现出最强大的抑制潜力。对这些配体的进一步研究可能为开发有效治疗方法和改善神经退行性疾病患者的生活质量带来新希望。