Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University, Rabigh, Saudi Arabia.
Laboratory of Integrative Genomics, Department of Integrative Biology, School of Bio Sciences and Technology, Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India.
J Cell Biochem. 2022 Sep;123(9):1467-1480. doi: 10.1002/jcb.30305. Epub 2022 Jul 17.
The mutations at the hotspot region of K-Ras result in the progression of cancer types. Our study aimed to explore the small molecule inhibitors against the G13D mutant K-Ras model with anti-cancerous activity from food and drug administration (FDA)-approved drug compounds. We implemented several computational strategies such as pharmacophore-based virtual screening, molecular docking, absorption, distribution, metabolism and excretion features, and molecular simulation to ensure the identified hit compounds have potential efficacy against G13D K-Ras. We found that the FDA-approved compounds, namely, azelastine, dihydrocodeine, paroxetine, and tramadol, are potential candidates to inhibit the action of G13D mutant K-Ras. All four compounds exhibited similar binding patterns of sotorasib, and a structural binding mechanism with significant hydrophobic contacts. The descriptor features from the QikProp of all four compounds are within allowable limits compared to sotorasib drug. Consequently, a molecular simulation result emphasized that the dihydrocodeine and tramadol exhibited less fluctuation, minimal basin, significant h-bonds, and potent inhibition against G13D K-Ras. As a result, the current research identifies prospective K-Ras inhibitors that could be further improved with biochemical analysis for precision medicine against K-Ras-driven cancers.
热点区域 K-Ras 的突变导致了多种癌症类型的进展。我们的研究旨在从美国食品和药物管理局 (FDA) 批准的药物化合物中探索具有抗癌活性的小分子抑制剂,针对 G13D 突变型 K-Ras 模型。我们实施了几种计算策略,如基于药效团的虚拟筛选、分子对接、吸收、分布、代谢和排泄特征以及分子模拟,以确保鉴定出的命中化合物对 G13D K-Ras 具有潜在疗效。我们发现,FDA 批准的化合物,即氮卓斯汀、氢可酮、帕罗西汀和曲马多,可能是抑制 G13D 突变型 K-Ras 作用的候选药物。这四种化合物都表现出与 sotorasib 相似的结合模式,并且具有显著的疏水相互作用的结构结合机制。与 sotorasib 药物相比,所有四种化合物的 QikProp 描述符特征都在允许范围内。因此,分子模拟结果强调,氢可酮和曲马多表现出较小的波动、最小的基态、显著的氢键和对 G13D K-Ras 的有效抑制。因此,当前的研究确定了有前途的 K-Ras 抑制剂,它们可以通过生化分析进一步改进,以针对由 K-Ras 驱动的癌症进行精准医学治疗。