Department of Biochemistry, University of Karachi, Karachi, Pakistan.
Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan.
Sci Rep. 2020 Nov 30;10(1):20885. doi: 10.1038/s41598-020-77720-9.
Genotype variation in viruses can affect the response of antiviral treatment. Several studies have established approaches to determine genotype-specific variations; however, analyses to determine the effect of these variations on drug-protein interactions remain unraveled. We present an in-silico approach to explore genotype-specific variations and their effect on drug-protein interaction. We have used HCV NS3 helicase and fluoroquinolones as a model for drug-protein interaction and have investigated the effect of amino acid variations in HCV NS3 of genotype 1a, 1b, 2b and 3a on NS3-fluoroquinolone interaction. We retrieved 687, 667, 101 and 248 nucleotide sequences of HCV NS3 genotypes 1a, 1b, 2b, and 3a, respectively, and translated these into amino acid sequences and used for genotype variation analysis, and also to construct 3D protein models for 2b and 3a genotypes. For 1a and 1b, crystal structures were used. Drug-protein interactions were determined using molecular docking analyses. Our results revealed that individual genotype-specific HCV NS3 showed substantial sequence heterogeneity that resulted in variations in docking interactions. We believe that our approach can be extrapolated to include other viruses to study the clinical significance of genotype-specific variations in drug-protein interactions.
病毒基因型变异会影响抗病毒治疗的效果。已有多项研究提出了确定基因型特异性变异的方法;然而,分析这些变异对药物-蛋白相互作用的影响仍未阐明。我们提出了一种计算方法来探索基因型特异性变异及其对药物-蛋白相互作用的影响。我们以 HCV NS3 解旋酶和氟喹诺酮类药物为模型,研究了 HCV NS3 基因型 1a、1b、2b 和 3a 中氨基酸变异对 NS3-氟喹诺酮类药物相互作用的影响。我们分别检索了 HCV NS3 基因型 1a、1b、2b 和 3a 的 687、667、101 和 248 个核苷酸序列,并将其翻译成氨基酸序列,用于基因型变异分析,并为 2b 和 3a 基因型构建了 3D 蛋白质模型。对于 1a 和 1b,我们使用了晶体结构。使用分子对接分析确定了药物-蛋白相互作用。我们的结果表明,个体基因型特异性 HCV NS3 显示出显著的序列异质性,导致对接相互作用发生变化。我们相信,我们的方法可以推广到其他病毒,以研究药物-蛋白相互作用中基因型特异性变异的临床意义。