QSAR ANALYSIS USING SEMI-EMPIRICAL AM1 METHOD, MOLECULAR DOCKING, AND ADMET STUDIES OF CHALCONE DERIVATIVES AS ANTIMALARIAL COMPOUNDS

Muhammad Akbar S Kurniawan, Muhamad Jalil Baari, Sariyanti Sariyanti, Finarisnawati Finarisnawati
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Abstract

Malaria is a serious caused by protozoan parasites such as Plasmodium groups and has fatal consequences for human health. The increase in the resistance of the Plasmodium parasites toward existing antimalarial drugs prompts the exploration of novel compounds. In this study, quantitative structure-activity relationship (QSAR) analysis using the semi-empirical AM1 method was conducted to identify the optimal model that relates physicochemical properties and biological activity of chalcone derivatives.  In addition, ADMET prediction and molecular docking were also carried out. Multilinear regression calculations for statistical parameters of QSAR models revealed that Model 4, with 11 independent variables, provided the best predictions and exhibited a robust correlation with antimalarial activity represented by inhibitory concentration (IC50). ADMET predictions indicated favorable absorption, distribution, metabolism, excretion, and toxicity properties, particularly for B2D, showing promising antimalarial attributes. Molecular docking studies targeting 5 mutated PfDHODH proteins revealed B2D’s potential to reach therapeutic targets efficiently. It has low docking scores for mutations I (-10.5 kcal/mol), II (-8.6 kcal/mol), and V (-10.5 kcal/mol) with RMSD < 2Å, in carrying out its role for antimalarial activity. This research successfully identifies B2D as an efficient inhibitor of PfDHODH receptors. Thus, it is a highly promising novel antimalarial drug.
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使用半经验 am1 方法对作为抗疟化合物的查尔酮衍生物进行 QSAR 分析、分子对接和 admet 研究
疟疾是由原生动物寄生虫(如疟原虫)引起的一种严重疾病,对人类健康造成致命后果。疟原虫对现有抗疟药物的抗药性增加,促使人们探索新型化合物。本研究采用半经验 AM1 方法进行了定量结构-活性关系(QSAR)分析,以确定将查尔酮衍生物的理化性质与生物活性联系起来的最佳模型。 此外,还进行了 ADMET 预测和分子对接。对 QSAR 模型的统计参数进行多线性回归计算后发现,包含 11 个自变量的模型 4 预测结果最佳,并且与以抑制浓度(IC50)表示的抗疟活性具有很强的相关性。ADMET 预测表明,该药物具有良好的吸收、分布、代谢、排泄和毒性特性,尤其是 B2D,显示出良好的抗疟特性。针对 5 种变异 PfDHODH 蛋白的分子对接研究显示,B2D 有可能有效地到达治疗靶点。它对突变 I(-10.5 kcal/mol)、突变 II(-8.6 kcal/mol)和突变 V(-10.5 kcal/mol)的对接得分较低,RMSD < 2 Å,可发挥其抗疟活性作用。这项研究成功地将 B2D 鉴定为 PfDHODH 受体的高效抑制剂。因此,它是一种极具潜力的新型抗疟药物。
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