3D-QSAR Studies, Molecular Docking, Molecular Dynamic Simulation, and ADMET Proprieties of Novel Pteridinone Derivatives as PLK1 Inhibitors for the Treatment of Prostate Cancer

被引:20
作者
Er-rajy, Mohammed [1 ]
El Fadili, Mohamed [1 ]
Imtara, Hamada [2 ]
Saeed, Aamir [3 ]
Rehman, Abid Ur [4 ]
Zarougui, Sara [1 ]
Abdullah, Shaef A. [5 ]
Alahdab, Ahmad [6 ]
Parvez, Mohammad Khalid [7 ]
Elhallaoui, Menana [1 ]
机构
[1] Sidi Mohamed Ben Abdellah Univ, Fac Sci Dhar El Mahraz, LIMAS Lab, Fes 30050, Morocco
[2] Arab Amer Univ Palestine, Fac Arts & Sci, BP Box 240, Jenin, Palestine
[3] Hazara Univ Mansehra, Dept Bioinformat, Dhodial 21120, Pakistan
[4] Hazara Univ Mansehra, Dept Biotechnol & Genet Engn, Dhodial 21120, Pakistan
[5] Karlsburg Hosp, Dept Cardiol, D-17495 Greifswald, Germany
[6] Univ Greifswald, Inst Pharm, Clin Pharm, Friedrich Ludwig Jahn St 17, D-17489 Greifswald, Germany
[7] King Saud Univ, Coll Pharm, Dept Pharmacognosy, Riyadh 11451, Saudi Arabia
来源
LIFE-BASEL | 2023年 / 13卷 / 01期
关键词
3D-QSAR; PLK1; inhibitors; molecular docking; dynamic simulation; anti-cancer; ACID-DERIVATIVES; PREDICTION; VALIDATION; COMFA; PERMEABILITY; METRICS; DESIGN;
D O I
10.3390/life13010127
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Overexpression of polo-like kinase 1 (PLK1) has been found in many different types of cancers. With its essential role in cell proliferation, PLK1 has been determined to be a broad-spectrum anti-cancer target. In this study, 3D-QSAR, molecular docking, and molecular dynamics (MD) simulations were applied on a series of novel pteridinone derivatives as PLK1 inhibitors to discover anti-cancer drug candidates. In this work, three models-CoMFA (Q(2) = 0.67, R-2 = 0.992), CoMSIA/SHE (Q(2) = 0.69, R-2 = 0.974), and CoMSIA/SEAH (Q(2) = 0.66, R-2 = 0.975)-of pteridinone derivatives were established. The three models that were established gave Rpred2 = 0.683, R-pred 2= 0.758, and R-pred 2= 0.767, respectively. Thus, the predictive abilities of the three proposed models were successfully evaluated. The relations between the different champs and activities were well-demonstrated by the contour chart of the CoMFA and CoMSIA/SEAH models. The results of molecular docking indicated that residues R136, R57, Y133, L69, L82, and Y139 were the active sites of the PLK1 protein (PDB code: 2RKU), in which the more active ligands can inhibit the enzyme of PLK1. The results of the molecular dynamic MD simulation diagram were obtained to reinforce the previous molecular docking results, which showed that both inhibitors remained stable in the active sites of the PLK1 protein (PDB code: 2RKU) for 50 ns. Finally, a check of the ADME-Tox properties of the two most active molecules showed that molecular N & DEG; 28 could represent a good drug candidate for the therapy of prostate cancer diseases.
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页数:15
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