Bibi Zainab, Asghar Irfa, Ashraf Naeem Mahmood, Zeb Iftikhar, Rashid Umer, Hamid Arslan, Ali Maria Kanwal, Hatamleh Ashraf Atef, Al-Dosary Munirah Abdullah, Ahmad Raza, Ali Muhammad
Department of Biotechnology, Abbottabad Campus, COMSATS University Islamabad, Abbottabad 22060, Pakistan.
School of Biochemistry and Biotechnology, University of Punjab, Lahore P.O. Box 54590, Pakistan.
Pharmaceuticals (Basel). 2023 Oct 3;16(10):1404. doi: 10.3390/ph16101404.
The effectiveness of all antibiotics in the β-lactam group to cure bacterial infections has been impaired by the introduction of the New Delhi Metallo-β-lactamase (NDM-1) enzyme. Attempts have been made to discover a potent chemical as an inhibitor to this enzyme in order to restore the efficacy of antibiotics. However, it has been a challenging task to develop broad-spectrum inhibitors of metallo-β-lactamases. Lack of sequence homology across metallo-β-lactamases (MBLs), the rapidly evolving active site of the enzyme, and structural similarities between human enzymes and metallo-β-lactamases, are the primary causes for the difficulty in the development of these inhibitors. Therefore, it is imperative to concentrate on the discovery of an effective NDM-1 inhibitor. This study used various in silico approaches, including molecular docking and molecular dynamics simulations, to investigate the potential of phytochemicals to inhibit the NDM-1 enzyme. For this purpose, a library of about 59,000 phytochemicals was created from the literature and other databases, including FoodB, IMPPAT, and Phenol-Explorer. A physiochemical and pharmacokinetics analysis was performed to determine possible toxicity and mutagenicity of the ligands. Following the virtual screening, phytochemicals were assessed for their binding with NDM-1using docking scores, RMSD values, and other critical parameters. The docking score was determined by selecting the best conformation of the protein-ligand complex. Three phytochemicals, i.e., butein (polyphenol), monodemethylcurcumin (polyphenol), and rosmarinic acid (polyphenol) were identified as result of pharmacokinetics and molecular docking studies. Furthermore, molecular dynamics simulations were performed to determine structural stabilities of the protein-ligand complexes. Monodemethylcurcumin, butein, and rosmarinic acid were identified as potential inhibitors of NDM-1 based on their low RMSD, RMSF, hydrogen bond count, average Coulomb-Schrödinger interaction energy, and Lennard-Jones-Schrödinger interaction energy. The present investigation suggested that these phytochemicals might be promising candidates for future NDM-1 medication development to respond to antibiotic resistance.
新德里金属β-内酰胺酶(NDM-1)的出现削弱了所有β-内酰胺类抗生素治疗细菌感染的有效性。人们一直在尝试寻找一种有效的化学物质作为该酶的抑制剂,以恢复抗生素的疗效。然而,开发金属β-内酰胺酶的广谱抑制剂一直是一项具有挑战性的任务。金属β-内酰胺酶(MBLs)之间缺乏序列同源性、该酶快速进化的活性位点以及人类酶与金属β-内酰胺酶之间的结构相似性,是开发这些抑制剂困难的主要原因。因此,必须专注于发现一种有效的NDM-1抑制剂。本研究使用了各种计算机模拟方法,包括分子对接和分子动力学模拟,来研究植物化学物质抑制NDM-1酶的潜力。为此,从文献和其他数据库(包括FoodB、IMPPAT和Phenol-Explorer)中创建了一个约59000种植物化学物质的库。进行了物理化学和药代动力学分析,以确定配体可能的毒性和致突变性。在虚拟筛选之后,使用对接分数、均方根偏差(RMSD)值和其他关键参数评估植物化学物质与NDM-1的结合情况。对接分数是通过选择蛋白质-配体复合物的最佳构象来确定的。药代动力学和分子对接研究结果确定了三种植物化学物质,即紫铆因(多酚)、单去甲基姜黄素(多酚)和迷迭香酸(多酚)。此外,进行了分子动力学模拟,以确定蛋白质-配体复合物的结构稳定性。基于它们较低的RMSD、均方根波动(RMSF)、氢键数量、平均库仑-薛定谔相互作用能和伦纳德-琼斯-薛定谔相互作用能,单去甲基姜黄素、紫铆因和迷迭香酸被确定为NDM-1的潜在抑制剂。本研究表明,这些植物化学物质可能是未来开发应对抗生素耐药性的NDM-1药物的有前途的候选物。