{"title":"Molecular docking, network pharmacology, and QSAR modelling studies of benzo[c]phenanthridines - novel antileishmaniasis agents.","authors":"David Kikaawa, E Vadivel","doi":"10.1080/07391102.2024.2417226","DOIUrl":null,"url":null,"abstract":"<p><p>Leishmaniasis treatment primarily relies on chemotherapy due to lack of vaccines. However, the low efficacy, parasite resistance, and toxicity associated with existing drugs necessitate the development of effective and safer therapies. Fuchino <i>et al</i>. reported promising leishmanicidal activity in a series of benzo[c]phenanthridines against <i>L. major</i> promastigotes. To progress these compounds towards drug development, it is crucial to understand their molecular targets, mechanisms of action, binding interactions, and structural requirements. In this research, molecular docking, network pharmacology, 2D-QSAR, and 3D-QSAR CoMFA studies were performed on 30 benzo[c]phenanthridines. Docking analysis showed that all molecules had a strong binding affinity to <i>L. major</i>-nucleoside diphosphate kinase (NDPK) compared to the other targets. 10-isopropoxy sanguinarine had the highest binding affinity (-10.6 kcal/mol) and formed ionic and hydrophobic interactions. Network pharmacology analysis of the most active compounds identified serine/threonine-protein kinase Mtor as a potential antileishmaniasis target in humans for benzo[c]phenanthridines. This was confirmed with high-affinity scores > -7.0 kcal/mol for all the compounds docked. GO and KEGG pathway enrichment identified Reg. of fatty acid oxidation (BP), TORC1 complex (CC), RNA polymerase III type 1 promoter sequence-specific DNA binding (MF), and Acute myeloid leukemia (KEGG pathway) to be highly enriched with the hub genes. Both 2D and 3D-QSAR CoMFA models satisfied the internal and external validation tests as follows: 2D-QSAR: R<sup>2</sup><sub>Train</sub> = 0.9040, Q<sup>2</sup>cv = 0.8648, R<sup>2</sup>adj = 0.8838, and R<sup>2</sup><sub>Test</sub> = 0.8740; and 3D-QSAR: r<sup>2</sup> = 0.998, q<sup>2</sup> = 0.526, and SDEP = 0.856. The molecules can be practically evaluated as superior antileishmaniasis agents.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"1-18"},"PeriodicalIF":2.7000,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Biomolecular Structure & Dynamics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1080/07391102.2024.2417226","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Leishmaniasis treatment primarily relies on chemotherapy due to lack of vaccines. However, the low efficacy, parasite resistance, and toxicity associated with existing drugs necessitate the development of effective and safer therapies. Fuchino et al. reported promising leishmanicidal activity in a series of benzo[c]phenanthridines against L. major promastigotes. To progress these compounds towards drug development, it is crucial to understand their molecular targets, mechanisms of action, binding interactions, and structural requirements. In this research, molecular docking, network pharmacology, 2D-QSAR, and 3D-QSAR CoMFA studies were performed on 30 benzo[c]phenanthridines. Docking analysis showed that all molecules had a strong binding affinity to L. major-nucleoside diphosphate kinase (NDPK) compared to the other targets. 10-isopropoxy sanguinarine had the highest binding affinity (-10.6 kcal/mol) and formed ionic and hydrophobic interactions. Network pharmacology analysis of the most active compounds identified serine/threonine-protein kinase Mtor as a potential antileishmaniasis target in humans for benzo[c]phenanthridines. This was confirmed with high-affinity scores > -7.0 kcal/mol for all the compounds docked. GO and KEGG pathway enrichment identified Reg. of fatty acid oxidation (BP), TORC1 complex (CC), RNA polymerase III type 1 promoter sequence-specific DNA binding (MF), and Acute myeloid leukemia (KEGG pathway) to be highly enriched with the hub genes. Both 2D and 3D-QSAR CoMFA models satisfied the internal and external validation tests as follows: 2D-QSAR: R2Train = 0.9040, Q2cv = 0.8648, R2adj = 0.8838, and R2Test = 0.8740; and 3D-QSAR: r2 = 0.998, q2 = 0.526, and SDEP = 0.856. The molecules can be practically evaluated as superior antileishmaniasis agents.
期刊介绍:
The Journal of Biomolecular Structure and Dynamics welcomes manuscripts on biological structure, dynamics, interactions and expression. The Journal is one of the leading publications in high end computational science, atomic structural biology, bioinformatics, virtual drug design, genomics and biological networks.