Computer-Aided drug design of new 2-amino-thiophene derivatives as anti-leishmanial agents

锑葡胺 数量结构-活动关系 化学 无鞭毛体 李宾斯基五定律 药品 利什曼病 利什曼原虫 计算生物学 化学信息学 化学 组合化学 药物重新定位 药物发现 立体化学 皮肤利什曼病 药理学 生物化学 生物 计算机科学 寄生虫寄主 计算化学 免疫学 生物信息学 万维网 基因
作者
Isadora Silva Luna,Thalisson Amorim de Souza,Marcelo Sobral da Silva,Klinger Antônio da França Rodrigues,Luciana Scotti,Marcus Tullius Scotti,Francisco Jaime Bezerra Mendonça-Júnior
出处
期刊:European journal of medicinal chemistry [Elsevier]
卷期号:250: 115223-115223 被引量:7
标识
DOI:10.1016/j.ejmech.2023.115223
摘要

The leishmaniasis is a neglected disease caused by a group of protozoan parasites from the genus Leishmania whose treatment is limited, obsolete, toxic, and ineffective in certain cases. These characteristics motivate researchers worldwide to plan new therapeutic alternatives for the treatment of leishmaniasis, where the use of cheminformatics tools applied to computer-assisted drug design has allowed research to make great advances in the search for new drugs candidates. In this study, a series of 2-amino-thiophene (2-AT) derivatives was screened virtually using QSAR tools, ADMET filters and prediction models, allowing direct the synthesis of compounds, which were evaluated in vitro against promastigotes and axenic amastigotes of Leishmania amazonensis. The combination of different descriptors and machine learning methods led to obtaining robust and predictive QSAR models, which was obtained from a dataset composed of 1862 compounds extracted from the ChEMBL database, with correct classification rates ranging from 0.53 (for amastigotes) to 0.91 (for promastigotes), allowing to select eleven 2-AT derivatives, which do not violate Lipinski's rules, exhibit good druglikeness, and with probability ≤70% of potential activity against the two evolutionary forms of the parasite. All compounds were properly synthesized and 8 of them were shown to be active at least against one of the evolutionary forms of the parasite with IC50 values lower than 10 μM, being more active than the reference drug meglumine antimoniate, and showing low or no citotoxicity against macrophage J774.A1 for the most part. Compounds 8CN and DCN-83, respectively, are the most active against promastigote and amastigote forms, with IC50 values of 1.20 and 0.71 μM, and selectivity indexes (SI) of 36.58 and 119.33. Structure Activity Relationship (SAR) study was carried out and allowed to identify some favorable and/or essential substitution patterns for the leishmanial activity of 2-AT derivatives. Taken together, these findings demonstrate that the use of ligand-based virtual screening proved to be quite effective and saved time, effort, and money in the selection of potential anti-leishmanial agents, and confirm, once again that 2-AT derivatives are promising hit compounds for the development of new anti-leishmanial agents.
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