Drug Research Laboratory, Nodal Research Centre, College of Pharmaceutical Sciences, Puri, Baliguali, Puri- Konark Marine Drive road, Puri, Odisha,India.
Dept. of Pharmacy, Utkal University, VaniVihar, Bhubaneswar, Odisha,India.
Med Chem. 2022;18(1):51-87. doi: 10.2174/1573406417666201214100822.
Reverse transcriptase is an important therapeutic target to treat AIDS caused by the Human Immunodeficiency Virus (HIV). Despite many effective anti-HIV drugs, reverse transcriptase (RT) inhibitors remain the cornerstone of the drug regimen to treat AIDS. In the present work, we have expedited the use of different computational modules and presented an easy, costeffective, and high throughput screening method to identify potential reverse transcriptase inhibitors.
A congeneric series of 4-Arylthio & 4-Aryloxy-3- Iodopyridine-2(1H)-one analogs having anti-HIV activity were subjected to structure-based 2D, 3D QSAR, Pharmacophore Modeling, and Molecular Docking to elucidate the structural properties required for the design of potent HIV-RT inhibitors. Prediction of preliminary Pharmacokinetic and the Drug Likeliness profile was performed for these compounds by in silico ADME study.
The 2D and 3D- QSAR models were developed by correlating two and three-dimensional descriptors with activity (pIC50) by sphere exclusion method and k-nearest neighbor molecular field analysis approach, respectively. The significant 2D- QSAR model developed by Partial Least Square is associated with the Sphere Exclusion method (PLS-SE), having r and q values 0.9509 and 0.8038, respectively. The 3D-QSAR model by Step Wise variable selection method (SW-kNN MFA) is more significant, which has a cross-validated squared correlation coefficient q= 0.8509 and a non-crossvalidated correlation coefficient pred_r= 0.8102. The pharmacophore hypothesis was developed, which comprised 5 features includes 3 aliphatic regions (Ala), 1 H-bond donor (HDr) and 1 H-bond acceptor (HAc). Docking studies of the selected inhibitors with the active site of reverse transcriptase enzyme showed hydrogen bond and π - π interaction with LYS-101, LYS-103, TYR- 181, TYR-188 and TRP-229 residues present at the active site. All the candidates with good bioavailability and ADMET drug likeliness properties.
The results of the present work provide more useful information and important structural insights for the discovery, design of novel and potent reverse transcriptase inhibitors with high therapeutic windows in the future.
逆转录酶是治疗由人类免疫缺陷病毒(HIV)引起的艾滋病的重要治疗靶点。尽管有许多有效的抗 HIV 药物,但逆转录酶(RT)抑制剂仍然是治疗艾滋病的药物方案的基石。在本工作中,我们加快了使用不同计算模块的速度,并提出了一种简单、经济高效且高通量的筛选方法,以鉴定潜在的逆转录酶抑制剂。
具有抗 HIV 活性的 4-芳基硫代和 4-芳氧基-3-碘吡啶-2(1H)-酮类似物的同系物系列被用于基于结构的 2D、3D QSAR、药效团建模和分子对接,以阐明设计有效 HIV-RT 抑制剂所需的结构特性。通过计算机辅助药物代谢动力学和药物可能性研究对这些化合物进行了初步的药物代谢和药物可能性预测。
通过排除球体方法和 k-最近邻分子场分析方法,将二维和三维描述符与活性(pIC50)相关联,分别建立了二维和三维 QSAR 模型。通过偏最小二乘法建立的显著二维 QSAR 模型与排除球体方法(PLS-SE)相关联,其 r 和 q 值分别为 0.9509 和 0.8038。通过逐步变量选择方法(SW-kNN MFA)建立的 3D-QSAR 模型更显著,其交叉验证平方相关系数 q=0.8509,非交叉验证相关系数 pred_r=0.8102。建立了药效团假说,该假说包含 5 个特征,包括 3 个脂肪族区域(Ala)、1 个氢键供体(HDr)和 1 个氢键受体(HAc)。所选抑制剂与逆转录酶活性位点的对接研究表明,与活性位点中的 LYS-101、LYS-103、TYR-181、TYR-188 和 TRP-229 残基存在氢键和π-π相互作用。所有候选药物都具有良好的生物利用度和 ADMET 药物相似性特性。
本工作的结果为未来发现、设计新型、有效且具有高治疗窗的逆转录酶抑制剂提供了更有用的信息和重要的结构见解。