Journal
JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS
Volume 39, Issue 1, Pages 63-78Publisher
TAYLOR & FRANCIS INC
DOI: 10.1080/07391102.2019.1705185
Keywords
Akt1; 3D-QSAR; molecular docking; molecular dynamics simulations; MM-GBSA
Categories
Funding
- National Natural Science Foundation of China [81872768, 81673323]
- LiaoNing Revitalization Talents Program [XLYC1807118]
- Liaoning BaiQianWan Talents Program (2018)
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Molecular modeling methods were utilized to study the structural requirements of a series of Akt1 allosteric inhibitors, resulting in the design of 15 novel compounds. Through molecular docking, 3D-QSAR, and molecular dynamics simulation, key insights were gained for the discovery of potent Akt1 inhibitors.
Protein kinase B (Akt1), which is a pivotal node in various cellular signaling pathways and up-regulated in many human tumors, has been regarded as a promising target to discover novel anticancer candidates. In this research, molecular modeling methods including molecular docking, three-dimensional quantitative structure-activity relationship (3 D-QSAR) and molecular dynamics (MD) simulation were applied on a series of Akt1 allosteric inhibitors to explore the structural requirements for their activities. Molecular docking study was performed to collect the binding mode of Akt1 with its inhibitors. Subsequently, comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) were used to generate 3 D-QSAR model. The Q(2) and R-2 values of the best CoMFA model were calculated as 0.612 and 0.992, while those for the best CoMSIA model were calculated as 0.595 and 0.991, which verified the accuracy of the models. Based on the contour maps, 15 novel Akt1 inhibitors were designed and all of them exhibited better predicted activities than the most active compound in the dataset. MD simulations were implemented to evaluate the stability of the complexes under physiological conditions and the results were congruent with molecular docking. Finally, binding free energy was calculated through molecular mechanics generalized born surface area (MM-GBSA) approach. The results were consistent with the bioactivities, which revealed that van der Waals and coulomb energy made the most contribution during the molecular binding process. In a word, our research provided a significant insight for further discovery of potent Akt1 allosteric inhibitors.
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