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ORIGINAL RESEARCH article
Front. Vet. Sci.
Sec. Veterinary Pharmacology and Toxicology
Volume 12 - 2025 | doi: 10.3389/fvets.2025.1557850
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Introduction: Infectious bronchitis (IB) poses a major challenge to global poultry production, causing substantial economic burdens and underscoring the necessity for novel therapeutic interventions given the limitations of current vaccines and conventional antiviral agents.Shuanghuanglian and their interaction with the key pathological targets of IBV infection. By using advanced computational methods, this study aims not only to identify the therapeutic potential of active ingredients, but also to reveal their mechanism of action against IBV.Methods: Through integrative systems pharmacology approaches, we systematically investigated Shuanghuanglian and its phytochemical constituents against IB, employing multi-omics analysis , ensemble machine learning, and all-atom molecular dynamics (MD) simulations . Network pharmacology revealed 65 target genes associated with Shuanghuanglian's primary bioactive components (quercetin, kaempferol, wogonin, and luteolin), exhibiting high network centrality.Results: Using the TCMSP database, we found 65 target genes associated with key active components, such as quercetin and kaempferol, which exhibited strong connectivity in our network analysis. The GeneCards database also identified 40 common target genes shared by Shuanghuanglian and IB. Importantly, BCL2 and IL6 were recognized as key targets in the proteinprotein interaction (PPI) network analysis, highlighting their roles in apoptosis and inflammation. Furthermore, analyses using Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways revealed significant roles in regulating the cell cycle and inflammatory responses. Machine learning techniques identified BCL2 and IL6 as critical genes for therapeutic intervention, supported by molecular docking results that showed strong binding energies. Furthermore, molecular dynamics simulations confirm the stability of the complexes, underscoring the importance of these interactions for treatment efficacy. Conclusion: We used a variety of analytical methods, and finally identified the potential active ingredients of Shuanghuanglian as kaempferol, quercetin, wogonin, and luteolin. The active ingredients target BCL2 and IL6 and play a therapeutic role in avian infectious bronchitis by inhibiting apoptosis and reducing inflammatory response.
Keywords: Infectious bronchitis, Network Pharmacology, Shuanghuanglian, machine learning, molecular docking, Molecular Dynamics Simulation
Received: 09 Jan 2025; Accepted: 24 Feb 2025.
Copyright: © 2025 You, ZHz, Li, Yang, Wang, Zhao and Chao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Luomeng Chao, College of Animal Science and Technology, Inner Mongolia University for Nationnalities, Tongliao, Inner Mongolia Autonomous Region, China
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
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