Receptor-guided 3D-QSAR studies, molecular dynamics simulation and free energy calculations of Btk kinase inhibitors

被引:13
|
作者
Balasubramanian, Pavithra K. [1 ]
Balupuri, Anand [1 ]
Kang, Hee-Young [3 ]
Cho, Seung Joo [1 ,2 ]
机构
[1] Chosun Univ, Coll Med, Dept Biomed Sci, 375 Seosuk DongDong Gu, Gwangju 61452, South Korea
[2] Chosun Univ, Coll Med, Dept Cellular Mol Med, Gwangju 61452, South Korea
[3] Chosun Univ, Dept Nursing, Gwangju 61452, South Korea
关键词
Btk Kinase; COMSIA; Molecular docking; Molecular dynamic simulation; Free energy calculation; MM/PBSA; BRUTONS-TYROSINE-KINASE; DIFFERENT VALIDATION CRITERIA; X-LINKED AGAMMAGLOBULINEMIA; REAL EXTERNAL PREDICTIVITY; HIGH-THROUGHPUT; SRC FAMILY; IN-SILICO; ACTIVATION; DOCKING; BINDING;
D O I
10.1186/s12918-017-0385-5
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Bruton tyrosine kinase (Btk) plays an important role in B-cell development, differentiation, and signaling. It is also found be in involved in male immunodeficiency disease such as X-linked agammaglobulinemia (XLA). Btk is considered as a potential therapeutic target for treating autoimmune diseases and hematological malignancies. Results: In this work, a combined molecular modeling study was performed on a series of thieno [3,2-c] pyridine-4-amine derivatives as Btk inhibitors. Receptor-guided COMFA (q(2) = 0.574, NOC = 3, r(2) = 0.924) and COMSIA (q(2) = 0.646, NOC = 6, r(2) = 0.971) models were generated based on the docked conformation of the most active compound 26. All the developed models were tested for robustness using various validation techniques. Furthermore, a 5-ns molecular dynamics (MD) simulation and binding free energy calculations were carried out to determine the binding modes of the inhibitors and to identify crucial interacting residues. The rationality and stability of molecular docking and 3D-QSAR results were validated by MD simulation. The binding free energies calculated by the MM/PBSA method showed the importance of the van der Waals interaction. Conclusions: A good correlation between the MD results, docking studies, and the contour map analysis were observed. The study has identified the key amino acid residues in Btk binding pocket. The results from this study can provide some insights into the development of potent, novel Btk inhibitors.
引用
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页数:11
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