Department of Bioinformatics and Biotechnology, Government College University Faisalabad, Faisalabad, Pakistan.
PLoS One. 2021 Dec 15;16(12):e0261111. doi: 10.1371/journal.pone.0261111. eCollection 2021.
Stenotrophomonas maltophilia is a multidrug resistant pathogen associated with high mortality and morbidity in patients having compromised immunity. The efflux systems of S. maltophilia include SmeABC and SmeDEF proteins, which assist in acquisition of multiple-drug-resistance. In this study, proteome based mapping was utilized to find out the potential drug targets for S. maltophilia strain k279a. Various tools of computational biology were applied to remove the human-specific homologous and pathogen-specific paralogous sequences from the bacterial proteome. The CD-HIT analysis selected 4315 proteins from total proteome count of 4365 proteins. Geptop identified 407 essential proteins, while the BlastP revealed approximately 85 non-homologous proteins in the human genome. Moreover, metabolic pathway and subcellular location analysis were performed for essential bacterial genes, to describe their role in various cellular processes. Only two essential proteins (Acyl-[acyl-carrier-protein]-UDP-N acetyl glucosamine O-acyltransferase and D-alanine-D-alanine ligase) as candidate for potent targets were found in proteome of the pathogen, in order to design new drugs. An online tool, Swiss model was employed to model the 3D structures of both target proteins. A library of 5000 phytochemicals was docked against those proteins through the molecular operating environment (MOE). That resulted in to eight inhibitors for both proteins i.e. enterodiol, aloin, ononin and rhinacanthinF for the Acyl-[acyl-carrier-protein]-UDP-N acetyl glucosamine O-acyltransferase, and rhazin, alkannin beta, aloesin and ancistrocladine for the D-alanine-D-alanine ligase. Finally the ADMET was done through ADMETsar. This study supported the development of natural as well as cost-effective drugs against S. maltophilia. These inhibitors displayed the effective binding interactions and safe drug profiles. However, further in vivo and in vitro validation experiment might be performed to check their drug effectiveness, biocompatibility and their role as effective inhibitors.
嗜麦芽寡养单胞菌是一种与免疫功能受损患者高死亡率和高发病率相关的多药耐药病原体。嗜麦芽寡养单胞菌的外排系统包括 SmeABC 和 SmeDEF 蛋白,它们有助于获得多种药物耐药性。在这项研究中,基于蛋白质组的图谱绘制被用于发现嗜麦芽寡养单胞菌 k279a 菌株的潜在药物靶点。应用了各种计算生物学工具,从细菌蛋白质组中去除了人类特异性同源物和病原体特异性旁系同源物序列。CD-HIT 分析从 4365 个总蛋白质计数中选择了 4315 个蛋白质。Geptop 鉴定出 407 个必需蛋白质,而 BlastP 在人类基因组中发现了大约 85 个非同源蛋白质。此外,对必需细菌基因进行了代谢途径和亚细胞定位分析,以描述它们在各种细胞过程中的作用。在病原体的蛋白质组中仅发现了两种必需蛋白(酰基辅酶 A-[酰基辅酶 A-载体蛋白]-UDP-N 乙酰葡萄糖胺 O-酰基转移酶和 D-丙氨酸-D-丙氨酸连接酶)作为潜在的有效药物靶点。使用在线工具 Swiss Model 对这两种靶蛋白的 3D 结构进行建模。通过分子操作环境 (MOE) 将 5000 种植物化学物质库对接至这些蛋白质。结果为两种蛋白质产生了 8 种抑制剂,即酰基辅酶 A-[酰基辅酶 A-载体蛋白]-UDP-N 乙酰葡萄糖胺 O-酰基转移酶的 enterodiol、aloin、ononin 和 rhinacanthinF,以及 D-丙氨酸-D-丙氨酸连接酶的 rhazin、alkannin beta、aloesin 和 ancistrocladine。最后通过 ADMETsar 进行了 ADMET。这项研究支持开发针对嗜麦芽寡养单胞菌的天然和具有成本效益的药物。这些抑制剂显示出有效的结合相互作用和安全的药物特性。然而,可能需要进行进一步的体内和体外验证实验,以检查它们的药物有效性、生物相容性以及作为有效抑制剂的作用。