Network Pharmacology to Unveil the Mechanism of Berberine in the Treatment of Streptococcus suis Meningitis in Humans and Pigs.

IF 4.1 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Toxics Pub Date : 2025-02-15 DOI:10.3390/toxics13020138
Pu Guo, Yunda Xue, Dan Zhang, Qirong Lu, Yu Liu, Jianglin Xiong, Chun Ye, Shulin Fu, Zhongyuan Wu, Xu Wang, Yinsheng Qiu
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Abstract

Streptococcus suis (S. suis) is a major swine pathogen throughout the world as well as an emerging zoonotic agent. Among the symptoms caused by S. suis, including septicemia, pneumonia, endo-carditis, arthritis, and meningitis, the latter is the most overlooked. In the present study, we explored the mechanism of action of berberine against S. suis meningitis by obtaining berberine-related action targets, porcine S. suis meningitis targets, and human S. suis meningitis targets from open databases. We constructed a protein-protein interaction (PPI) network by using the STRING database and employed Cytoscape 3.8.0 to screen for core targets. We performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses through DAVID. We identified 31 potential targets of berberine, of which Toll-like receptor 4 (TLR4), fibronectin 1 (FN1), superoxide dismutase (SOD1), and catalase (CAT) were the four most critical targets. GO analysis revealed the enrichment of terms related to the response to oxidative stress and the inflammatory response. KEGG analysis revealed the enrichment of the interleukin 17 (IL-17), phosphoinositide 3-kinase (PI3K)-Akt, TLR, tumor necrosis factor (TNF), and mitogen-activated protein kinase (MAPK) signaling pathways. In addition, the admetSAR results showed that berberine can cross the blood-brain barrier. The molecular docking results indicated key binding activity between TLR4-berberine and FN1-berberine. In summary, berberine protects against Streptococcus suis meningitis by regulating inflammatory response and oxidative stress in humans and pigs. Our study updates the current knowledge of the targets of S. suis meningitis to exploit new drugs in humans and pigs, to develop environmentally friendly and antibiotic-free animal-derived food products, and to improve the farming industry and economic development.

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网络药理学揭示小檗碱治疗人猪链球菌脑膜炎的机制。
猪链球菌(S. suis)是世界范围内主要的猪病原体,也是一种新兴的人畜共患病原体。猪链球菌引起的症状包括败血症、肺炎、心内膜炎、关节炎、脑膜炎等,其中后者最容易被忽视。本研究通过从开放数据库中获取小檗碱相关作用靶点、猪猪链球菌脑膜炎靶点和人猪链球菌脑膜炎靶点,探讨小檗碱对猪链球菌脑膜炎的作用机制。利用STRING数据库构建蛋白-蛋白相互作用(PPI)网络,利用Cytoscape 3.8.0软件筛选核心靶点。我们通过DAVID进行了基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析。我们确定了小檗碱的31个潜在靶点,其中toll样受体4 (TLR4)、纤维连接蛋白1 (FN1)、超氧化物歧化酶(SOD1)和过氧化氢酶(CAT)是四个最关键的靶点。氧化石墨烯分析显示与氧化应激反应和炎症反应相关的术语丰富。KEGG分析显示,白细胞介素17 (IL-17)、磷酸肌肽3激酶(PI3K)-Akt、TLR、肿瘤坏死因子(TNF)和丝裂原活化蛋白激酶(MAPK)信号通路富集。此外,admetSAR结果表明,小檗碱可以穿过血脑屏障。分子对接结果表明,tlr4 -小檗碱与fn1 -小檗碱具有关键结合活性。总之,小檗碱通过调节人类和猪的炎症反应和氧化应激来预防猪链球菌脑膜炎。我们的研究更新了目前对猪链球菌脑膜炎靶点的认识,以开发人类和猪的新药,开发环境友好和无抗生素的动物源性食品,并改善农业和经济发展。
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来源期刊
Toxics
Toxics Chemical Engineering-Chemical Health and Safety
CiteScore
4.50
自引率
10.90%
发文量
681
审稿时长
6 weeks
期刊介绍: Toxics (ISSN 2305-6304) is an international, peer-reviewed, open access journal which provides an advanced forum for studies related to all aspects of toxic chemicals and materials. It publishes reviews, regular research papers, and short communications. Our aim is to encourage scientists to publish their experimental and theoretical results in detail. There is, therefore, no restriction on the maximum length of the papers, although authors should write their papers in a clear and concise way. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of calculations and experimental procedure can be deposited as supplementary material, if it is not possible to publish them along with the text.
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