Quantitative Structure antifungal Activity Relationship (QSAR) study of a series of Schiff bases derivatives from4- aminobenzenesulphonamide by DFT method

N’dri Jean Stéphane, K. M. Guy-Richard, Kodjo Charles Guillaume, Affi Sopi Thomas, Kablan Ahmont Landry Claude, O. Adama, Ziao Nahossé
{"title":"Quantitative Structure antifungal Activity Relationship (QSAR) study of a series of Schiff bases derivatives from4- aminobenzenesulphonamide by DFT method","authors":"N’dri Jean Stéphane, K. M. Guy-Richard, Kodjo Charles Guillaume, Affi Sopi Thomas, Kablan Ahmont Landry Claude, O. Adama, Ziao Nahossé","doi":"10.9790/3013-0704012733","DOIUrl":null,"url":null,"abstract":"1 N’dri Jean Stéphane, 1 Koné M. Guy-Richard, 1,2* Kodjo Charles Guillaume, 1 Affi Sopi Thomas, 3 Kablan Ahmont Landry Claude, 2 Ouattara Zana Adama and 1 Ziao Nahossé 1 Laboratoire de Thermodynamique et de Physico-Chimie du Milieu, UFR SFA, Université Nangui Abrogoua 02 BP 801 Abidjan 02, Côte-d’Ivoire, 2 Laboratoire de Chimie BioOrganique et de Substances Naturelles, Université Nangui Abrogoua, UFR-SFA, 02 B.P. 801 Abidjan 02 Côte-d’Ivoire, 3 UFR des Sciences Biologiques, Université Péléforo Gon Coulibaly de Korhogo, BP 1328 Korhogo, Côte d’Ivoire ABSTRACT : In this work we will focus on a series of Schiff bases derived from 4aminobenzenesulphonamide. By implementing quantum chemistry methods, at B3LYP/6-311 G (d, p) level, we have identified two QSAR models from quantum descriptors and antifungal activities against Candida albicans and Aspergillus niger strains that were accredited of good statistical performance. For model 1 statistical indicators were: correlation coefficient R 2 = 0.984, standard deviation S=0.514 , Fischer test F=90.753 and the correlation coefficient of cross-validation QCV 2 = 0.983. Wereas the statistical datas of model 2 were: correlation coefficient R 2 =0.952, standard deviation S=0.596, Fischer test F=79.022 and the correlation coefficient of crossvalidation QCV 2 = 0.951. These two models showed that quantum descriptors namely dipole moment and index of electrophilie were the bases for antifungal activity of these Schiff bases. These models were validated with the criteria of acceptance Eriksson et al. for training set and Tropsha et al. for the validation set.","PeriodicalId":14540,"journal":{"name":"IOSR Journal of Pharmacy","volume":"116 3 1","pages":"27-33"},"PeriodicalIF":0.0000,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IOSR Journal of Pharmacy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.9790/3013-0704012733","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

1 N’dri Jean Stéphane, 1 Koné M. Guy-Richard, 1,2* Kodjo Charles Guillaume, 1 Affi Sopi Thomas, 3 Kablan Ahmont Landry Claude, 2 Ouattara Zana Adama and 1 Ziao Nahossé 1 Laboratoire de Thermodynamique et de Physico-Chimie du Milieu, UFR SFA, Université Nangui Abrogoua 02 BP 801 Abidjan 02, Côte-d’Ivoire, 2 Laboratoire de Chimie BioOrganique et de Substances Naturelles, Université Nangui Abrogoua, UFR-SFA, 02 B.P. 801 Abidjan 02 Côte-d’Ivoire, 3 UFR des Sciences Biologiques, Université Péléforo Gon Coulibaly de Korhogo, BP 1328 Korhogo, Côte d’Ivoire ABSTRACT : In this work we will focus on a series of Schiff bases derived from 4aminobenzenesulphonamide. By implementing quantum chemistry methods, at B3LYP/6-311 G (d, p) level, we have identified two QSAR models from quantum descriptors and antifungal activities against Candida albicans and Aspergillus niger strains that were accredited of good statistical performance. For model 1 statistical indicators were: correlation coefficient R 2 = 0.984, standard deviation S=0.514 , Fischer test F=90.753 and the correlation coefficient of cross-validation QCV 2 = 0.983. Wereas the statistical datas of model 2 were: correlation coefficient R 2 =0.952, standard deviation S=0.596, Fischer test F=79.022 and the correlation coefficient of crossvalidation QCV 2 = 0.951. These two models showed that quantum descriptors namely dipole moment and index of electrophilie were the bases for antifungal activity of these Schiff bases. These models were validated with the criteria of acceptance Eriksson et al. for training set and Tropsha et al. for the validation set.
用DFT方法研究4-氨基苯磺酰胺席夫碱衍生物的定量结构抗真菌活性关系
1 N 'dri Jean st, 1 kon M. Guy-Richard, 1,2* Kodjo Charles Guillaume, 1 Affi Sopi Thomas, 3 Kablan Ahmont Landry Claude, 2 Ouattara Zana Adama和1 Ziao nahossss1热力学和物理化学实验室,UFR SFA, Nangui Abrogoua大学02 BP 801阿比让02,Côte-d '科特迪瓦,2生物有机化学和自然物质实验室,UFR SFA, 02 B.P. 801阿比让02 Côte-d '科特迪瓦,3 UFR生物科学,摘要:本研究将重点研究从4氨基苯磺酰胺中衍生的一系列希夫碱。通过量子化学方法,在B3LYP/6-311 G (d, p)水平上,我们从量子描述符和对白色念珠菌和黑曲霉菌株的抗真菌活性中确定了两个QSAR模型,并获得了良好的统计性能。模型1的统计指标为:相关系数r2 = 0.984,标准差S=0.514, Fischer检验F=90.753,交叉验证相关系数QCV 2 = 0.983。模型2的统计数据为:相关系数r2 =0.952,标准差S=0.596, Fischer检验F=79.022,交叉验证相关系数QCV 2 = 0.951。这两个模型表明,量子描述子即偶极矩和亲电性指数是这些席夫碱抗真菌活性的基础。使用Eriksson等人的训练集和Tropsha等人的验证集的接受标准对这些模型进行验证。
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