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

<i>Streptococcus suis</i> (<i>S. suis</i>) is a major swine pathogen throughout the world as well as an emerging zoonotic agent. Among the symptoms caused by <i>S. suis</i>, 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 <i>S. suis</i> meningitis by obtaining berberine-related action targets, porcine <i>S. suis</i> meningitis targets, and human <i>S. suis</i> 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 <i>Streptococcus suis</i> meningitis by regulating inflammatory response and oxidative stress in humans and pigs. Our study updates the current knowledge of the targets of <i>S. suis</i> 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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Publication Details

Journal
Toxics
Published
2025-02-15
DOI
https://doi.org/10.3390/toxics13020138
Citations
3
Primary Topic
Berberine and alkaloids research
Type
article
Field-Weighted Citation Impact
4.18
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article

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

Pu Guo, Chun Jimmie Ye, Yinsheng Qiu, Zhongyuan Wu et al.
3 citations
Toxics
Berberine and alkaloids research
4.18
article

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

Pu Guo, Chun Jimmie Ye, Yinsheng Qiu, Zhongyuan Wu, Yunda Xue, Yu Liu, Xu Wang, Dan Zhang, Jianglin Xiong, Qirong Lu, Shulin Fu
article en
3 citations

Abstract

<i>Streptococcus suis</i> (<i>S. suis</i>) is a major swine pathogen throughout the world as well as an emerging zoonotic agent. Among the symptoms caused by <i>S. suis</i>, 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 <i>S. suis</i> meningitis by obtaining berberine-related action targets, porcine <i>S. suis</i> meningitis targets, and human <i>S. suis</i> 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 <i>Streptococcus suis</i> meningitis by regulating inflammatory response and oxidative stress in humans and pigs. Our study updates the current knowledge of the targets of <i>S. suis</i> 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.

ToxicsVol. 13(2)
Wuhan Polytechnic University (CN), Huazhong Agricultural University (CN)
Openalex Percentile: Top 8%
Berberine and alkaloids research
4.18
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