Molecular Docking and Analysis of some Ligands on Var2csTargetA

I. Okeke
{"title":"Molecular Docking and Analysis of some Ligands on Var2csTargetA","authors":"I. Okeke","doi":"10.58425/jhmcs.v1i1.84","DOIUrl":null,"url":null,"abstract":"Purpose: Prevalence of malaria during pregnancy and the spate of drug resistance by malaria parasites have constantly impacted maternal, perinatal and neonatal outcomes, especially in sub-Saharan Africa. This study aims to discover “in silico” non-recombinant molecules which can interact with placental chondroitin sulfate to inhibit binding or displace bound var2csA from the placenta in order to prevent pregnancy associated malaria. \nMethodology: Protein data bank (rcsb.org) and PubChem were used to download the chemical structures of the receptor (3bqk) and those of the ligands. Canonical SMILES and other information about the ligands and the receptor were extracted from PubChem. Toxtree, Toxicity Estimation Software Tool (TEST), SwissADMET, Molinspiration and Lazar Toxicity Predicter were employed to test various toxicity and safety parameters of lead compounds. The structure of the macromolecule – chondroitin sulfate A (CSA) was retrieved by searching in the protein data bank (PDB) (rcsb.org/structure/3bqk); downloaded, and saved as a PDB format. \nFindings: Molecular modeling and toxicity predictors used in this study indicated that among the ligands screened, IH3 had the lowest binding energy of -9.8Kcal/mol while var2csA had -2.8Kcal/mol. Var2csA is parasite’s adhesive protein. It was also observed that out of the 90 ligands (binding affinity range -9.8 to -1.0 Kcal/mol) screened, IH3 (-9.8Kcal/mol), FAD (-8.4 Kcal/mol), NDP (-8.2 Kcal/mol), A5A (-8.2 Kcal/mol), ABO (-8.1 Kcal/mol), IH2 (-7.8 Kcal/mol), 2RT (-7.7 Kcal/mol), CRO (-7.7 Kcal/mol) and IH1 (-7.7 Kcal/mol) appear to be the most promising lead compounds to occupy var2csA binding pocket in pCSA  in order to prevent adhesion of malaria infected erythrocytes to the placenta. SwissADME and Molinspiration Cheminformatics for LogP (mean of 1.07 and range of -2.79 to 4.18) of the lead compounds showed no correlations between lipophilicity and interaction with receptors. Of all the compounds selected for analysis, only ABO and 2RT exhibited drug-like properties based on Ghose, Lipinski and Veber filters. \nConclusion: Data obtained from the study therefore suggests that IH3, FAD, NDP, A5A, ABO, IH2, 2RT, CRO, IH1 and var2csA make favourable lead candidates for targeting pCSA and therefore require further in vitro and in vivo evaluations. \nRecommendation: This study therefore recommends the repurposing and extending the use of flavin adenine dinucleotide (FAD) to cover prophylactic management of malaria among pregnant women.","PeriodicalId":390791,"journal":{"name":"Journal of Health, Medicine, and Clinical Studies","volume":"101 10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Health, Medicine, and Clinical Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.58425/jhmcs.v1i1.84","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

Purpose: Prevalence of malaria during pregnancy and the spate of drug resistance by malaria parasites have constantly impacted maternal, perinatal and neonatal outcomes, especially in sub-Saharan Africa. This study aims to discover “in silico” non-recombinant molecules which can interact with placental chondroitin sulfate to inhibit binding or displace bound var2csA from the placenta in order to prevent pregnancy associated malaria. Methodology: Protein data bank (rcsb.org) and PubChem were used to download the chemical structures of the receptor (3bqk) and those of the ligands. Canonical SMILES and other information about the ligands and the receptor were extracted from PubChem. Toxtree, Toxicity Estimation Software Tool (TEST), SwissADMET, Molinspiration and Lazar Toxicity Predicter were employed to test various toxicity and safety parameters of lead compounds. The structure of the macromolecule – chondroitin sulfate A (CSA) was retrieved by searching in the protein data bank (PDB) (rcsb.org/structure/3bqk); downloaded, and saved as a PDB format. Findings: Molecular modeling and toxicity predictors used in this study indicated that among the ligands screened, IH3 had the lowest binding energy of -9.8Kcal/mol while var2csA had -2.8Kcal/mol. Var2csA is parasite’s adhesive protein. It was also observed that out of the 90 ligands (binding affinity range -9.8 to -1.0 Kcal/mol) screened, IH3 (-9.8Kcal/mol), FAD (-8.4 Kcal/mol), NDP (-8.2 Kcal/mol), A5A (-8.2 Kcal/mol), ABO (-8.1 Kcal/mol), IH2 (-7.8 Kcal/mol), 2RT (-7.7 Kcal/mol), CRO (-7.7 Kcal/mol) and IH1 (-7.7 Kcal/mol) appear to be the most promising lead compounds to occupy var2csA binding pocket in pCSA  in order to prevent adhesion of malaria infected erythrocytes to the placenta. SwissADME and Molinspiration Cheminformatics for LogP (mean of 1.07 and range of -2.79 to 4.18) of the lead compounds showed no correlations between lipophilicity and interaction with receptors. Of all the compounds selected for analysis, only ABO and 2RT exhibited drug-like properties based on Ghose, Lipinski and Veber filters. Conclusion: Data obtained from the study therefore suggests that IH3, FAD, NDP, A5A, ABO, IH2, 2RT, CRO, IH1 and var2csA make favourable lead candidates for targeting pCSA and therefore require further in vitro and in vivo evaluations. Recommendation: This study therefore recommends the repurposing and extending the use of flavin adenine dinucleotide (FAD) to cover prophylactic management of malaria among pregnant women.
Var2csTargetA上一些配体的分子对接与分析
目的:妊娠期疟疾的流行和疟疾寄生虫耐药性的激增不断影响孕产妇、围产期和新生儿结局,特别是在撒哈拉以南非洲。本研究旨在发现可与胎盘硫酸软骨素相互作用的“硅质”非重组分子,以抑制结合或将结合的var2csA从胎盘中置换出来,从而预防妊娠相关性疟疾。方法:通过蛋白质数据库(rcsb.org)和PubChem下载受体(3bqk)和配体的化学结构。规范smile和其他关于配体和受体的信息是从PubChem中提取的。采用Toxtree、毒性估计软件工具(TEST)、SwissADMET、Molinspiration和Lazar毒性预测器对铅化合物的各种毒性和安全性参数进行测试。在蛋白质数据库(PDB) (rcsb.org/structure/3bqk)中检索得到大分子硫酸软骨素A (CSA)的结构;下载,并保存为PDB格式。结果:分子模型和毒性预测表明,在筛选的配体中,IH3的结合能最低,为-9.8Kcal/mol,而var2csA的结合能最低,为-2.8Kcal/mol。Var2csA是寄生虫的黏附蛋白。在筛选到的90个配体(结合亲和力范围为-9.8 ~ -1.0 Kcal/mol)中,IH3 (-9.8Kcal/mol)、FAD (-8.4 Kcal/mol)、NDP (-8.2 Kcal/mol)、A5A (-8.2 Kcal/mol)、ABO (-8.1 Kcal/mol)、IH2 (-7.8 Kcal/mol)、2RT (-7.7 Kcal/mol)、CRO (-7.7 Kcal/mol)和IH1 (-7.7 Kcal/mol)是最有希望占据pCSA中var2csA结合兜的先导化合物,以阻止疟疾感染红细胞与胎盘的粘附。SwissADME和Molinspiration化学信息学对先导化合物的LogP(平均值为1.07,范围为-2.79至4.18)的分析显示亲脂性与受体相互作用之间没有相关性。在所有选择用于分析的化合物中,基于Ghose, Lipinski和Veber过滤器,只有ABO和2RT表现出药物样特性。结论:本研究数据表明,IH3、FAD、NDP、A5A、ABO、IH2、2RT、CRO、IH1和var2csA是靶向pCSA的有利先导候选物,因此需要进一步的体外和体内评价。建议:因此,本研究建议重新利用和扩大黄素腺嘌呤二核苷酸(FAD)的使用,以涵盖孕妇疟疾的预防性管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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