Implications of virtual screening for South African natural compounds against Plesiomonas shigelloides, a pathogen with zoonotic potential

IF 6.3 2区 医学 Q1 BIOLOGY
Calvin R. Wei , Zarrin Basharat , Prajit Adhikari
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引用次数: 0

Abstract

Plesiomonas shigelloides is an emerging pathogen associated with gastroenteritis and poses a growing public health concern, especially in regions with limited access to advanced medical treatments. The purpose of this study was to explore the therapeutic potential of South African natural product compounds against P. shigelloides by targeting the essential enzyme Pyridoxine 5′-phosphate synthase or PPS (encoded by PdxJ). P. shigelloides proteomes (n = 26) were processed using the Bacterial Pan Genome Analysis (BPGA) pipeline to identify conserved targets. Targeting conserved protein ensures the potential for broad-spectrum efficacy. PPS was chosen as drug target and its structure was predicted using AlphaFold, enabling high-confidence modeling. Subsequently, docking was performed using AutoDock Vina, focusing on a library of South African compounds (n > 1000). The three inhibitors demonstrating strong binding affinities to the PPS were Scutiaquinone A, Mesquitol-(4α→5)-3,3′,4′,7,8-pentahydroxyflavonone, and Riccardin C. To further validate the stability and efficacy of these interactions, molecular dynamics (MD) simulations were carried out for 100 ns. The simulations revealed stable interactions between the inhibitors and PPS, suggesting potential inhibition of the PPS enzyme. Mesquitol derivative was found to be the safest and recommended for further experimental validation. This study highlights the promising potential of South African natural compounds in combating P. shigelloides infections, paving the way for the development of novel therapeutic strategies.
南非天然化合物抗志贺单胞菌(一种具有人畜共患潜力的病原体)虚拟筛选的意义
志贺氏plesio单胞菌是一种与肠胃炎相关的新兴病原体,引起越来越多的公共卫生关注,特别是在无法获得先进医疗的地区。本研究的目的是探索南非天然产物化合物针对必要酶Pyridoxine 5 ' -phosphate synthase或PPS(由PdxJ编码)的治疗潜力。使用细菌泛基因组分析(BPGA)管道对26个志贺氏杆菌蛋白质组进行处理,以确定保守靶点。靶向保守蛋白确保了广谱疗效的潜力。选择PPS作为药物靶点,利用AlphaFold预测其结构,实现高置信度建模。随后,使用AutoDock Vina进行对接,重点是南非化合物库(n >;1000)。与PPS具有较强结合亲和力的3种抑制剂分别是Scutiaquinone A、Mesquitol-(4α→5)-3,3 ',4 ',7,8- pentahydroxyflavonoids one和Riccardin c。为了进一步验证这些相互作用的稳定性和有效性,进行了100 ns的分子动力学(MD)模拟。模拟结果显示,抑制剂与PPS之间的相互作用稳定,表明PPS酶具有潜在的抑制作用。Mesquitol衍生物是最安全的,建议进行进一步的实验验证。这项研究强调了南非天然化合物在对抗志贺氏杆菌感染方面的巨大潜力,为开发新的治疗策略铺平了道路。
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来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
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