Juan Feng, Honglei Dang, Xiaoling Zhang, Wenting Huang, Chengmei Ma, Aixiang Zhang, Mimi Hao, Lan Xie
{"title":"基于通用基因表达特征的抗炎药物高通量发现策略。","authors":"Juan Feng, Honglei Dang, Xiaoling Zhang, Wenting Huang, Chengmei Ma, Aixiang Zhang, Mimi Hao, Lan Xie","doi":"10.1007/s00011-024-01968-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Traditional Chinese medicine (TCM) is a valuable resource for drug discovery and has demonstrated excellent efficacy in treating inflammatory diseases. This study aimed to develop a universal gene signature-based strategy for high-throughput discovery of anti-inflammatory drugs, especially Traditional Chinese medicine (TCM).</p><p><strong>Methods: </strong>The disease gene signature of liposaccharide-stimulated THP-1 cells and drug gene signatures of 655 drug candidates were established via sequencing. Anti-inflammatory drugs were screened based on similarities between drug gene signatures and the reversed disease gene signature.</p><p><strong>Results: </strong>Through screening, 83 potential anti-inflammatory drugs were identified. The efficacy of the TCM formula Biyun Powder, along with individual TCMs, Centipedea Herba, Kaempferiae Rhizoma, and Schizonepetae Spica Carbonisata, was verified in vitro or in vivo. Mechanistically, they exerted anti-inflammatory effects by inhibiting the nuclear factor-kappa B pathway. Kaempferol and luteolin were identified as bioactive IκB kinase-β inhibitors in Kaempferiae Rhizoma and Schizonepetae Spica Carbonisata, respectively.</p><p><strong>Conclusion: </strong>We developed a universal gene signature-based approach for the high-throughput discovery of anti-inflammatory drugs that is applicable to compounds and to TCM herbs/formulae and established a workflow (screening, validation of efficacy, and identification of the mechanism of action and bioactive compounds) that can serve as a research template for high-throughput drug research.</p>","PeriodicalId":13550,"journal":{"name":"Inflammation Research","volume":"74 1","pages":"2"},"PeriodicalIF":4.8000,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11703948/pdf/","citationCount":"0","resultStr":"{\"title\":\"A universal gene expression signature-based strategy for the high-throughput discovery of anti-inflammatory drugs.\",\"authors\":\"Juan Feng, Honglei Dang, Xiaoling Zhang, Wenting Huang, Chengmei Ma, Aixiang Zhang, Mimi Hao, Lan Xie\",\"doi\":\"10.1007/s00011-024-01968-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Traditional Chinese medicine (TCM) is a valuable resource for drug discovery and has demonstrated excellent efficacy in treating inflammatory diseases. This study aimed to develop a universal gene signature-based strategy for high-throughput discovery of anti-inflammatory drugs, especially Traditional Chinese medicine (TCM).</p><p><strong>Methods: </strong>The disease gene signature of liposaccharide-stimulated THP-1 cells and drug gene signatures of 655 drug candidates were established via sequencing. Anti-inflammatory drugs were screened based on similarities between drug gene signatures and the reversed disease gene signature.</p><p><strong>Results: </strong>Through screening, 83 potential anti-inflammatory drugs were identified. The efficacy of the TCM formula Biyun Powder, along with individual TCMs, Centipedea Herba, Kaempferiae Rhizoma, and Schizonepetae Spica Carbonisata, was verified in vitro or in vivo. Mechanistically, they exerted anti-inflammatory effects by inhibiting the nuclear factor-kappa B pathway. Kaempferol and luteolin were identified as bioactive IκB kinase-β inhibitors in Kaempferiae Rhizoma and Schizonepetae Spica Carbonisata, respectively.</p><p><strong>Conclusion: </strong>We developed a universal gene signature-based approach for the high-throughput discovery of anti-inflammatory drugs that is applicable to compounds and to TCM herbs/formulae and established a workflow (screening, validation of efficacy, and identification of the mechanism of action and bioactive compounds) that can serve as a research template for high-throughput drug research.</p>\",\"PeriodicalId\":13550,\"journal\":{\"name\":\"Inflammation Research\",\"volume\":\"74 1\",\"pages\":\"2\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-01-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11703948/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Inflammation Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s00011-024-01968-4\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Inflammation Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00011-024-01968-4","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
A universal gene expression signature-based strategy for the high-throughput discovery of anti-inflammatory drugs.
Background: Traditional Chinese medicine (TCM) is a valuable resource for drug discovery and has demonstrated excellent efficacy in treating inflammatory diseases. This study aimed to develop a universal gene signature-based strategy for high-throughput discovery of anti-inflammatory drugs, especially Traditional Chinese medicine (TCM).
Methods: The disease gene signature of liposaccharide-stimulated THP-1 cells and drug gene signatures of 655 drug candidates were established via sequencing. Anti-inflammatory drugs were screened based on similarities between drug gene signatures and the reversed disease gene signature.
Results: Through screening, 83 potential anti-inflammatory drugs were identified. The efficacy of the TCM formula Biyun Powder, along with individual TCMs, Centipedea Herba, Kaempferiae Rhizoma, and Schizonepetae Spica Carbonisata, was verified in vitro or in vivo. Mechanistically, they exerted anti-inflammatory effects by inhibiting the nuclear factor-kappa B pathway. Kaempferol and luteolin were identified as bioactive IκB kinase-β inhibitors in Kaempferiae Rhizoma and Schizonepetae Spica Carbonisata, respectively.
Conclusion: We developed a universal gene signature-based approach for the high-throughput discovery of anti-inflammatory drugs that is applicable to compounds and to TCM herbs/formulae and established a workflow (screening, validation of efficacy, and identification of the mechanism of action and bioactive compounds) that can serve as a research template for high-throughput drug research.
期刊介绍:
Inflammation Research (IR) publishes peer-reviewed papers on all aspects of inflammation and related fields including histopathology, immunological mechanisms, gene expression, mediators, experimental models, clinical investigations and the effect of drugs. Related fields are broadly defined and include for instance, allergy and asthma, shock, pain, joint damage, skin disease as well as clinical trials of relevant drugs.