School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China.
Qianjiang Central Hospital of Chongqing, Chongqing, 409099, China.
Mol Divers. 2023 Jun;27(3):1123-1140. doi: 10.1007/s11030-022-10474-w. Epub 2022 Jun 29.
3D-QSAR models were established by collecting 46 multivariate-substituted 4-oxyquinazoline HDAC6 inhibitors. The relationship of molecular structure and inhibitory activity was studied by comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA). The results showed the models established by CoMFA (q = 0.590, r = 0.965) and CoMSIA (q = 0.594, r = 0.931) had good prediction ability. At the same time, 3D-QSAR models met the internal verification, external verification and AD test. Ten new compounds were designed based on CoMFA and CoMSIA contour maps and their pharmacokinetic/toxic properties (ADME/T) were evaluated. It was found that most compounds have well safety profile and pharmacokinetic property. Then, we explored the interaction between HDAC6 and compounds by molecular docking. The results showed that the binding mode of the new compounds with HDAC6 was the same as the template compound 46, and the hydrogen bond and hydrophobic bond played a vital role in the binding process. Molecular dynamics simulation results showed that residues Ser531, His574 and Tyr745 played key roles in the binding process. All newly designed compounds had lower energy gap and binding energy than compound 46 according to DFT analysis and free energy analysis. This study provided a theoretical reference for designing compounds of higher activity and a new idea for the development of novel HDAC6 inhibitors.
建立了 46 个多元取代的 4-氧基喹唑啉 HDAC6 抑制剂的 3D-QSAR 模型。通过比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)研究了分子结构与抑制活性的关系。结果表明,CoMFA(q=0.590,r=0.965)和 CoMSIA(q=0.594,r=0.931)建立的模型具有良好的预测能力。同时,3D-QSAR 模型满足内部验证、外部验证和 AD 测试。基于 CoMFA 和 CoMSIA 轮廓图设计了 10 个新化合物,并对其药代动力学/毒性(ADME/T)进行了评价。结果发现,大多数化合物具有良好的安全性和药代动力学特性。然后,我们通过分子对接探索了 HDAC6 与化合物之间的相互作用。结果表明,新化合物与 HDAC6 的结合模式与模板化合物 46 相同,氢键和疏水键在结合过程中起着至关重要的作用。分子动力学模拟结果表明,残基 Ser531、His574 和 Tyr745 在结合过程中起关键作用。根据 DFT 分析和自由能分析,所有新设计的化合物的能量间隙和结合能均低于化合物 46。这项研究为设计更高活性的化合物提供了理论参考,为开发新型 HDAC6 抑制剂提供了新的思路。