Computational Study on Benzofuran Derivatives as Potent Lysine-Specific Demethylase 1 Inhibitors using 3D QSAR, ADMET Prediction, and Molecular Docking

R. Haloui, Khaoula Mkhayar, O. Daoui, Y. Rhazi, Kaouakeb Elkhattabi, M. E. Yazidi, Samir Chtita, Amal Haoudi, S. Elkhattabi
{"title":"Computational Study on Benzofuran Derivatives as Potent Lysine-Specific Demethylase 1 Inhibitors using 3D QSAR, ADMET Prediction, and Molecular Docking","authors":"R. Haloui, Khaoula Mkhayar, O. Daoui, Y. Rhazi, Kaouakeb Elkhattabi, M. E. Yazidi, Samir Chtita, Amal Haoudi, S. Elkhattabi","doi":"10.2174/1570180820666230825122908","DOIUrl":null,"url":null,"abstract":"\n\nCancer 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\n\n\n\nThe 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.\n\n\n\nThe 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\n\n\n\nThe 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.\n","PeriodicalId":18063,"journal":{"name":"Letters in Drug Design & Discovery","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Letters in Drug Design & Discovery","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2174/1570180820666230825122908","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

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.
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
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信