Department of Microbiology, Faculty of Pharmacy, the British University in Egypt (BUE), Cairo, 11837, Egypt.
Department of Pharmacognosy, Faculty of Pharmacy, Nahda University, Beni-Suef, Egypt.
BMC Microbiol. 2023 Dec 12;23(1):396. doi: 10.1186/s12866-023-03094-3.
Malaria is a persistent illness that is still a public health issue. On the other hand, marine organisms are considered a rich source of anti‑infective drugs and other medically significant compounds. Herein, we reported the isolation of the actinomycete associated with the Red Sea sponge Callyspongia siphonella. Using "one strain many compounds" (OSMAC) approach, a suitable strain was identified and then sub-cultured in three different media (M1, ISP2 and OLIGO). The extracts were evaluated for their in-vitro antimalarial activity against Plasmodium falciparum strain and subsequently analyzed by Liquid chromatography coupled with high-resolution mass spectrometry (LC-HR-MS). In addition, MetaboAnalyst 5.0 was used to statistically analyze the LC-MS data. Finally, Molecular docking was carried out for the dereplicated metabolites against lysyl-tRNA synthetase (PfKRS1). The phylogenetic study of the 16S rRNA sequence of the actinomycete isolate revealed its affiliation to Streptomyces genus. Antimalarial screening revealed that ISP2 media is the most active against Plasmodium falciparum strain. Based on LC-HR-MS based metabolomics and multivariate analyses, the static cultures of the media, ISP2 (ISP2-S) and M1 (M1-S), are the optimal media for metabolites production. OPLS-DA suggested that quinone derivatives are abundant in the extracts with the highest antimalarial activity. Fifteen compounds were identified where eight of these metabolites were correlated to the observed antimalarial activity of the active extracts. According to molecular docking experiments, saframycin Y3 and juglomycin E showed the greatest binding energy scores (-6.2 and -5.13) to lysyl-tRNA synthetase (PfKRS1), respectively. Using metabolomics and molecular docking investigation, the quinones, saframycin Y3 (5) and juglomycin E (1) were identified as promising antimalarial therapeutic candidates. Our approach can be used as a first evaluation stage in natural product drug development, facilitating the separation of chosen metabolites, particularly biologically active ones.
疟疾是一种持续存在的疾病,仍然是一个公共卫生问题。另一方面,海洋生物被认为是抗感染药物和其他具有医学意义的化合物的丰富来源。在此,我们报告了与红海海绵 Callyspongia siphonella 相关的放线菌的分离。使用“一菌多物”(OSMAC)方法,鉴定出合适的菌株,然后在三种不同的培养基(M1、ISP2 和 OLIGO)中进行亚培养。评估提取物对恶性疟原虫株的体外抗疟活性,并用液相色谱-高分辨率质谱联用(LC-HR-MS)进行后续分析。此外,还使用 MetaboAnalyst 5.0 对 LC-MS 数据进行统计分析。最后,对去重复代谢物进行分子对接,以对抗赖氨酰-tRNA 合成酶(PfKRS1)。放线菌分离株的 16S rRNA 序列的系统发育研究表明其与链霉菌属有关。抗疟筛选表明,ISP2 培养基对恶性疟原虫株最具活性。基于基于 LC-HR-MS 的代谢组学和多元分析,培养基 ISP2(ISP2-S)和 M1(M1-S)的静态培养是代谢产物产生的最佳培养基。OPLS-DA 表明,醌衍生物在具有最高抗疟活性的提取物中含量丰富。鉴定出 15 种化合物,其中 8 种代谢物与活性提取物的观察到的抗疟活性相关。根据分子对接实验,沙夫拉霉素 Y3 和胡桃醌 E 对赖氨酰-tRNA 合成酶(PfKRS1)的结合能评分分别为-6.2 和-5.13。使用代谢组学和分子对接研究,鉴定出醌类、沙夫拉霉素 Y3(5)和胡桃醌 E(1)为有希望的抗疟治疗候选物。我们的方法可用于天然产物药物开发的初步评估阶段,便于分离选定的代谢物,特别是具有生物活性的代谢物。