Computer-aided drug design applied to a series of pyridinyl imidazole derivatives targeting p38α MAP kinase: 2D-QSAR, docking, MD simulation, and ADMET investigations

被引:10
作者
El Aissouq, Abdellah [1 ]
Lachhab, Aissam [1 ]
El Rhabori, Said [1 ]
Bouachrine, Mohammed [2 ]
Ouammou, Abdelkrim [3 ]
Khalil, Fouad [1 ]
机构
[1] Sidi Mohamed Ben Abdellah Univ, Fac Sci & Technol, Lab Proc Mat & Environm LPME, Fes, Morocco
[2] Sidi Mohamed Ben Abdellah Univ, Fac Sci Dhar El Mahraz, LIMOME Lab, Fes, Morocco
[3] Moulay Ismail Univ, Fac Sci, MCNS Lab, Meknes, Morocco
关键词
MOLECULAR-DYNAMICS; FORCE-FIELD; PREDICTION; STRESS; QSAR;
D O I
10.1039/d2nj03686j
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The p38 mitogen-activated protein kinase (MAPK) is a crucial target for chronic inflammation. Here, 2D-QSAR and molecular docking studies were performed on a new series of pyridinyl imidazole derivatives as p38 alpha MAPK inhibitors. The goal is to find a correlation between the chemical structures and inhibitory activity of the p38 alpha MAPK. The partial least squares (PLS) regression method was used to build the 2D-QSAR model. The results revealed that the generated model yielded 0.85 for the determination coefficient (r(2)), 0.83 for the adjusted determination coefficient (r(a)(2)), and 0.16 for the root-mean-square error (RMSE). Internal and external validations were used to figure out how well the model could predict the future. The r(cv)(2) and r(test)(2) values were 0.78 and 0.92, indicating that the developed model is robust and capable of predicting the activity of new compounds. The affinity of the ligands (pyridinyl imidazole derivatives) and the binding pocket of the p38 alpha MAP kinase receptor was also determined by molecular docking using autoDock tools. The results revealed the importance of conventional hydrogen bonds in the binding pocket of the p38 alpha MAPK receptor. Based on these results, a novel series of compounds were predicted and evaluated using molecular dynamics (MD) and ADMET prediction investigations. The study's findings might pave the way for the development of new pyridinyl imidazole derivatives that are able to inhibit the enzymatic activity of the p38 alpha MAP kinase.
引用
收藏
页码:20786 / 20800
页数:15
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