解译防芩清肝汤对甲型流感病毒的抗病毒机制:多组学和机器学习方法。

IF 5.7 3区 医学 Q1 INTEGRATIVE & COMPLEMENTARY MEDICINE
Huan Lei, Hao Zhang, Yixi Xu, Lianjiang Hu, Bin Zhang, Hao Zhou, Ping Wang, Simin Chen, Shijun Xu
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引用次数: 0

摘要

背景:甲型流感病毒(IAV)感染造成了重大的全球健康负担,通过病毒快速传播和炎症反应失调,导致人类和动物的高发病率和死亡率。方芩清肝汤(FQ-01)是一种治疗病毒性上呼吸道感染的中药方剂,其临床疗效较好,但其治疗机制尚不清楚。方法:采用小鼠体内模型、组织病理学(H&E染色)、RT-qPCR、免疫组织化学(IHC)、网络药理学、加权基因共表达网络分析(WGCNA)、机器学习(LASSO)、转录组学、代谢组学、分子对接和分子动力学(MD)模拟等多学科方法,对FQ-01抗IAV感染的疗效和机制进行全面研究。结果:FQ-01显著提高iav感染小鼠的存活率,降低临床死亡率,减轻肺部炎症,同时抑制病毒复制。综合生物信息学和LASSO回归分析鉴定了20个与FQ-01抗病毒作用相关的基因,其中Myd88和Ccl5是关键靶点。小鼠肺组织的转录组学分析进一步证实了这些基因是FQ-01治疗作用的关键介质。Spearman相关分析显示,Myd88/Ccl5表达与血清/肺代谢物,特别是3-吲哚硫酸酯和肌苷之间存在很强的相关性。随后的体内RT-qPCR和免疫组化验证、分子对接和MD模拟证实,FQ-01通过抑制Myd88和Ccl5的表达发挥其抗iav作用。结论:我们的研究结果阐明了FQ-01治疗IAV感染潜力的分子机制,强调了Myd88和Ccl5是抗病毒和抗炎干预的有希望的靶点。本研究为进一步探索中医药防治流感及相关呼吸道感染的策略奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deciphering the antiviral mechanisms of Fangqin Qinggan decoction against influenza A virus: a multi-omics and machine learning approach.

Background: Influenza A virus (IAV) infection poses a significant global health burden, contributing to high morbidity and mortality in both humans and animals through rapid viral transmission and dysregulated inflammatory responses. Fangqin Qinggan Decoction (FQ-01), a traditional Chinese medicine (TCM) formula, has demonstrated clinical efficacy in treating viral upper respiratory infections, however, its underlying therapeutic mechanisms remain poorly understood.

Methods: The therapeutic efficacy and mechanisms of FQ-01 against IAV infection were comprehensively investigated using a multidisciplinary approach, including in vivo murine models, histopathological (H&E staining), RT-qPCR, immunohistochemistry (IHC), network pharmacology, weighted gene co-expression network analysis (WGCNA), machine learning (LASSO), transcriptomics, metabolomics, molecular docking and molecular dynamics (MD) simulation.

Results: FQ-01 significantly improved survival rates, reduced clinical mortality, and mitigated pulmonary inflammation in an IAV-infected mice while suppressing viral replication. Integrated bioinformatics and LASSO regression analyses identified 20 genes associated with FQ-01's antiviral effects, with Myd88 and Ccl5 emerging as key targets. Transcriptomic profiling of murine lung tissues further validated these genes as critical mediators of FQ-01's therapeutic action. Spearman correlation analysis revealed strong associations between Myd88/Ccl5 expression and serum/lung metabolites, particularly 3-indolyl sulfate and inosine. Subsequent in vivo RT-qPCR and IHC validation, molecular docking, and MD simulations confirmed that FQ-01 exerts its anti-IAV effects by inhibiting Myd88 and Ccl5 expression.

Conclusions: Our findings elucidate the molecular mechanisms underlying FQ-01's therapeutic potential against IAV infection, highlighting Myd88 and Ccl5 as promising targets for antiviral and anti-inflammatory interventions. This study provides a foundation for further exploration of TCM-based strategies in combating influenza and related respiratory infections.

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来源期刊
Chinese Medicine
Chinese Medicine INTEGRATIVE & COMPLEMENTARY MEDICINE-PHARMACOLOGY & PHARMACY
CiteScore
7.90
自引率
4.10%
发文量
133
审稿时长
31 weeks
期刊介绍: Chinese Medicine is an open access, online journal publishing evidence-based, scientifically justified, and ethical research into all aspects of Chinese medicine. Areas of interest include recent advances in herbal medicine, clinical nutrition, clinical diagnosis, acupuncture, pharmaceutics, biomedical sciences, epidemiology, education, informatics, sociology, and psychology that are relevant and significant to Chinese medicine. Examples of research approaches include biomedical experimentation, high-throughput technology, clinical trials, systematic reviews, meta-analysis, sampled surveys, simulation, data curation, statistics, omics, translational medicine, and integrative methodologies. Chinese Medicine is a credible channel to communicate unbiased scientific data, information, and knowledge in Chinese medicine among researchers, clinicians, academics, and students in Chinese medicine and other scientific disciplines of medicine.
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