Pandey Rajan Kumar, Narula Aruna, Naskar Manisha, Srivastava Shubham, Verma Parmila, Malik Ruchi, Shah Priyanka, Prajapati Vijay Kumar
a Department of Biochemistry, School of Life Sciences , Central University of Rajasthan , Kishangarh, Ajmer 305817 , Rajasthan , India.
b Department of Pharmacy, School of Chemical Sciences , Central University of Rajasthan , Kishangarh, Ajmer 305817 , Rajasthan , India.
J Biomol Struct Dyn. 2017 Mar;35(4):791-804. doi: 10.1080/07391102.2016.1161560. Epub 2016 Apr 18.
Malaria is an endemic disease caused by the protozoan parasite Plasomodium falciparum. Febrifugine analogues are natural compound obtained from the traditional Chinese herbs have shown significant antimalarial and anticancerous efficacy in experimental model. Development of resistance against the existing antimalarial drug has alarmed the scientific innovators to find a potential antimalarial molecule which can be further used by endemic countries for the elimination of this disease. In this study, structure-based virtual screening and molecular dynamics (MD) base approaches were used to generate potential antimalarial compound against plasmepsin II and prolyl-tRNA synthetase of Plasmodium. Here, we have docked series of febrifugine analogues (n = 11,395) against plasmepsin II in three different docking modes and then it was compared with previously reported target prolyl-tRNA synthetase. Extra precision docking resulted into 235 ligands having better docking score were subject for QikProp analysis. Better ligands (n = 39) obtained from QikProp analysis were subject for ADMET prediction and docking protocol validation through the estimation of receiver operator characteristics. In the later stage, 24 ligands obtained from ADMET study were subject for the estimation of binding energy through MM-GBSA and same were also docked against prolyl-tRNA synthetase to get compounds with dual inhibitor role. Finally, MD simulation and 2D fingerprint MACCS study of two best ligands have shown significant interaction with plasmepsin II and homology against known active ligand with noteworthy MACCS index, respectively. This study concludes that FA12 could be potential drug candidate to fight against Plasmodium falciparum parasites.
疟疾是一种由原生动物寄生虫恶性疟原虫引起的地方病。 febrifugine类似物是从传统中草药中获得的天然化合物,在实验模型中已显示出显著的抗疟疾和抗癌功效。对现有抗疟药物产生耐药性已引起科学创新者的警觉,他们要寻找一种潜在的抗疟分子,地方病国家可进一步利用该分子来消除这种疾病。在本研究中,基于结构的虚拟筛选和分子动力学(MD)方法被用于生成针对疟原虫的胃蛋白酶II和脯氨酰-tRNA合成酶的潜在抗疟化合物。在此,我们以三种不同的对接模式将一系列febrifugine类似物(n = 11,395)与胃蛋白酶II对接,然后将其与先前报道的靶标脯氨酰-tRNA合成酶进行比较。超精确对接产生了235个具有更好对接分数的配体,对其进行QikProp分析。通过QikProp分析获得的更好的配体(n = 39)进行ADMET预测,并通过估计受试者工作特征来验证对接协议。在后期阶段,对从ADMET研究中获得的24个配体通过MM-GBSA估计结合能,并且同样也将它们与脯氨酰-tRNA合成酶对接以获得具有双重抑制作用的化合物。最后,对两个最佳配体的MD模拟和二维指纹图谱MACCS研究分别显示它们与胃蛋白酶II有显著相互作用,并且与具有值得注意的MACCS指数的已知活性配体具有同源性。本研究得出结论,FA12可能是对抗恶性疟原虫寄生虫的潜在药物候选物。