{"title":"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。","authors":"Huan Lei, Hao Zhang, Yixi Xu, Lianjiang Hu, Bin Zhang, Hao Zhou, Ping Wang, Simin Chen, Shijun Xu","doi":"10.1186/s13020-025-01211-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":10266,"journal":{"name":"Chinese Medicine","volume":"20 1","pages":"158"},"PeriodicalIF":5.7000,"publicationDate":"2025-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12497347/pdf/","citationCount":"0","resultStr":"{\"title\":\"Deciphering the antiviral mechanisms of Fangqin Qinggan decoction against influenza A virus: a multi-omics and machine learning approach.\",\"authors\":\"Huan Lei, Hao Zhang, Yixi Xu, Lianjiang Hu, Bin Zhang, Hao Zhou, Ping Wang, Simin Chen, Shijun Xu\",\"doi\":\"10.1186/s13020-025-01211-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":10266,\"journal\":{\"name\":\"Chinese Medicine\",\"volume\":\"20 1\",\"pages\":\"158\"},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2025-10-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12497347/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chinese Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s13020-025-01211-0\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"INTEGRATIVE & COMPLEMENTARY MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13020-025-01211-0","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"INTEGRATIVE & COMPLEMENTARY MEDICINE","Score":null,"Total":0}
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.
Chinese MedicineINTEGRATIVE & 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.