基于3D QSAR、ADMET预测和分子对接的苯并呋喃衍生物作为赖氨酸特异性去甲基酶1抑制剂的计算研究

R. Haloui, Khaoula Mkhayar, O. Daoui, Y. Rhazi, Kaouakeb Elkhattabi, M. E. Yazidi, Samir Chtita, Amal Haoudi, S. Elkhattabi
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引用次数: 0

摘要

癌症是影响人类健康最严重的疾病之一。世界卫生组织(卫生组织)认为它是世界上主要的死亡原因之一。因此,我们利用3D-QSAR、药物相似性、ADMET性质和分子对接等方法在硅上研究了一组苯并呋喃衍生物。3D-QSAR研究采用CoMFA和CoMSIA技术,生成了两个可靠的3D-QSAR模型,有效地预测了新分子的生物活性。所建立模型的可靠性和有效性通过y随机化检验进行内部和外部验证。基于CoMFA和CoMSIA等高线图获得的有趣信息,我们设计了5个新的分子st1 - t5。对新设计分子的LSD1抑制活性进行了计算机预测,结果表明,这些分子对LSD1的抑制活性高于合成的活性最高的分子N4。设计的5种LSD1抑制剂进行了药物相似性和ADMET特性测试。本实验结果表明,与合成的分子N4相比,T4和T5两种分子无毒且具有良好的药动学性质。通过分子对接模拟分析了选择的具有ADMET特性的两种分子T4和T5。结果表明,与N4相比,T4和T5两个分子在LSD1口袋中的定位和稳定性更强,新设计的分子T4和T5与合成的分子N4相比,对LSD1具有更好的抑制作用。最后,我们提出了设计分子的合成途径。
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Computational Study on Benzofuran Derivatives as Potent Lysine-Specific Demethylase 1 Inhibitors using 3D QSAR, ADMET Prediction, and Molecular Docking
Cancer is one of the most serious diseases affecting human health. It has been considered by the World Health Organization (WHO) as one of the main causes of death in the world. For this reason, a set of benzofuran derivatives are studied in silico using the 3D-QSAR, drug-likeness, ADMET properties, and molecular docking The 3D-QSAR study was performed using CoMFA and CoMSIA techniques to generate two reliable 3D-QSAR models and effectively predict the biological activity of new molecules in an efficient manner. The reliability and efficacy of the developed models were validated by the Y-randomisation test internal and external validation. Based on the interesting information obtained from the CoMFA and CoMSIA contour maps, we designed five new moleculesT1-T5. The lysine-specific demethylase 1 (LSD1) inhibitory activities of the newly designed molecules were predicted in silico, and their obtained results show that these molecules have a higher inhibitory activity of LSD1 than the most active synthesized molecule N4. The five designed LSD1 inhibitors were subjected to the drug-likeness and ADMET properties test. The results of this test show that two molecules T4 and T5 are non-toxic and have good pharmacokinetic properties compared to the synthesized molecule N4. The two molecules T4 and T5 chosen for their ADMET properties were analyzed by molecular docking simulation. The obtained results show the two molecules T4 and T5 are more localized and stable in the LSD1 pocket than the molecules N4 The newly designed molecules T4 and T5 were proposed as the best candidates to obtain a better inhibition of LSD1 compared to the synthesized molecule N4. Finally, we have proposed synthetic pathways for the designed molecules.
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