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双黄连对鸡传染性支气管炎作用机制的研究:网络药理学与分子动力学研究

Mechanistic investigation of Shuanghuanglian against infectious bronchitis in chickens: a network pharmacology and molecular dynamics study.

作者信息

You Fuming, Zhang Hanzhao, Meng Linghao, Li Chuanhong, Yang Yuxia, Wang Yongqiang, Zhao Rigetu, Chao Luomeng

机构信息

College of Animal Science and Technology, Inner Mongolia MINZU University, Tongliao, China.

College of Computer Science and Technology, Inner Mongolia MINZU University, Tongliao, China.

出版信息

Front Vet Sci. 2025 Mar 12;12:1557850. doi: 10.3389/fvets.2025.1557850. eCollection 2025.

Abstract

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. The purpose of this study is to comprehensively explore the active components in Shuanghuanglian and their interaction with the key pathological targets of IBV (Infectious bronchitis virus) 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 protein-protein 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.

摘要

引言

传染性支气管炎(IB)对全球家禽生产构成重大挑战,造成巨大经济负担,鉴于当前疫苗和传统抗病毒药物的局限性,凸显了新型治疗干预措施的必要性。本研究的目的是全面探索双黄连中的活性成分及其与传染性支气管炎病毒(IBV)感染关键病理靶点的相互作用。通过使用先进的计算方法,本研究不仅旨在确定活性成分的治疗潜力,还旨在揭示其抗IBV的作用机制。

方法

通过综合系统药理学方法,我们系统地研究了双黄连及其植物化学成分对IB的作用,采用多组学分析、集成机器学习和全原子分子动力学(MD)模拟。网络药理学揭示了65个与双黄连主要生物活性成分(槲皮素、山奈酚、汉黄芩素和木犀草素)相关的靶基因,这些基因在网络中具有较高的中心性。

结果

利用中药系统药理学数据库(TCMSP),我们发现了65个与关键活性成分(如槲皮素和山奈酚)相关的靶基因,这些基因在我们的网络分析中表现出很强的连通性。基因卡片数据库(GeneCards)还确定了双黄连和IB共有的40个常见靶基因。重要的是,在蛋白质-蛋白质相互作用(PPI)网络分析中,BCL2和IL6被识别为关键靶点,突出了它们在细胞凋亡和炎症中的作用。此外,使用基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路的分析揭示了它们在调节细胞周期和炎症反应中的重要作用。机器学习技术将BCL2和IL6确定为治疗干预的关键基因,分子对接结果显示出很强的结合能,支持了这一结论。此外,分子动力学模拟证实了复合物的稳定性,强调了这些相互作用对治疗效果的重要性。

结论

我们使用了多种分析方法,最终确定双黄连的潜在活性成分为山奈酚、槲皮素、汉黄芩素和木犀草素。这些活性成分作用于BCL2和IL6,通过抑制细胞凋亡和减轻炎症反应,在禽传染性支气管炎中发挥治疗作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4aa/11936991/2453879fe386/fvets-12-1557850-g001.jpg

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