Hung Tzu-Chieh, Lee Wen-Yuan, Chen Kuen-Bao, Chan Yueh-Chiu, Chen Calvin Yu-Chian
Department of Biomedical Informatics, Asia University, Taichung 41354, Taiwan.
Department of Biomedical Informatics, Asia University, Taichung 41354, Taiwan ; School of Medicine, College of Medicine, China Medical University, Taichung 40402, Taiwan ; Department of Neurosurgery, China Medical University Hospital, No. 2 Yude Road, North District, Taichung 40447, Taiwan.
Biomed Res Int. 2014;2014:479367. doi: 10.1155/2014/479367. Epub 2014 Jun 11.
Human immunodeficiency virus causes the acquired immunodeficiency syndrome (AIDS) and becomes a serious world-wide problem because of this disease's rapid propagation and incurability. Integrase strand transfer inhibitors (INSTIs) supports HIV have rapid drug resistance for antitreatment. Screening the traditional Chinese medicine (TCM) database by simulating molecular docking and molecular dynamics may select molecular compounds to inhibit INSTIs against HIV drug resistance. (S)-cathinone and (1S,2S)-norpseudoephedrine are selected based on structure and ligand-based drugs are designed and then get higher bioactivity predicted score from SVM than Raltegravir and other TCM compounds. The molecular dynamics are helpful in the analysis and detection of protein-ligand interactions. According to the docking poses, hydrophobic interactions and hydrogen bond variations define the main regions of important amino acids in integrase. In addition to the detection of TCM compound efficacy, we suggest (1S,2S)-norpseudoephedrine is better than the others based on the analysis of interaction and the effect on the structural variation.
人类免疫缺陷病毒会引发获得性免疫缺陷综合征(艾滋病),由于这种疾病的迅速传播和无法治愈,它已成为一个严重的全球性问题。整合酶链转移抑制剂(INSTIs)对HIV治疗具有快速耐药性。通过模拟分子对接和分子动力学对中药数据库进行筛选,可能会选择出抑制INSTIs对HIV耐药性的分子化合物。基于结构选择了(S)-去甲伪麻黄碱和(1S,2S)-去甲伪麻黄碱,并设计了基于配体的药物,然后从支持向量机获得比拉替拉韦和其他中药化合物更高的生物活性预测分数。分子动力学有助于分析和检测蛋白质-配体相互作用。根据对接姿势,疏水相互作用和氢键变化确定了整合酶中重要氨基酸的主要区域。除了检测中药化合物的疗效外,基于相互作用分析和对结构变异的影响,我们认为(1S,2S)-去甲伪麻黄碱比其他药物更好。