Article(id=1309634302598545669, tenantId=1146029695717560320, journalId=1227999776411738115, issueId=1309634291257143967, articleNumber=null, orderNo=null, doi=10.12048/j.issn.1674-229X.2026.06.007, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1757174400000, receivedDateStr=2025-09-07, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1790170749567, onlineDateStr=2026-09-23, pubDate=1782316800000, pubDateStr=2026-06-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1790170749567, onlineIssueDateStr=2026-09-23, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1790170749567, creator=13701087609, updateTime=1790170749567, updator=13701087609, issue=Issue{id=1309634291257143967, tenantId=1146029695717560320, journalId=1227999776411738115, year='2026', volume='36', issue='6', pageStart='401', pageEnd='480', issueExtLink='null', onlineDate='null', pubDate='1782316800000', pubDateStr='2026-06-25', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1790170746864, creator='13701087609', updateTime=1790218948815, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1309836464964337802, tenantId=1146029695717560320, journalId=1227999776411738115, issueId=1309634291257143967, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1309836464964337803, tenantId=1146029695717560320, journalId=1227999776411738115, issueId=1309634291257143967, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=442, endPage=449, ext={EN=ArticleExt(id=1309634302896341254, articleId=1309634302598545669, tenantId=1146029695717560320, journalId=1227999776411738115, language=EN, title=Molecular Mechanism of
Abri Herba Regulating Hepatic Fibrosis via Ferroptosis Based on Systems Pharmacology, columnId=null, journalTitle=Pharmacy Today, columnName=null, runingTitle=null, highlight=null, articleAbstract=
OBJECTIVE To systematically elucidate the molecular mechanism of Herba Abri intervened liver fibrosis via regulating ferroptosis using network pharmacology, molecular docking, bioinformatics, and machine learning approaches.
METHODS Active components of Abri Herba were screened via the TCMSP database. Liver fibrosis and ferroptosis-related genes were retrieved from GEO and FerrDb databases. R language was employed for batch correction, differential analysis, and weighted gene co-expression network analysis (WGCNA). Core genes were identified by intersecting targets of Abri Herba, liver fibrosis, and ferroptosis. Protein-protein interaction (PPI) networks and "drug-component-target-disease" network were constructed using STRING and Cytoscape. Functional enrichment analyses (GO and KEGG) were conducted to identify core pathways. Feature genes were screened via random forest and XGBoost algorithms, validated by Mendelian randomization (MR) analysis and receiver operating characteristic (ROC) curves, followed by molecular docking.
RESULTS (1) Twelve active components and 301 predicted targets of Herba Abri were identified. Batch correction and principal component analysis (PCA) integrated 17 731 liver fibrosis-related genes and 396 ferroptosis-related genes, obtaining 27 intersection targets. (2) GO analysis revealed enrichment in oxidative stress response and nuclear receptor activity. KEGG pathways were enriched in cancer metabolism (hsa05207) and PPAR signaling (hsa03320). (3) Machine learning (random forest and XGBoost) prioritized signature genes AR and FABP4. (4) Validation via ROC curves demonstrated AUC values were 0.591 for AR and 0.623 for FABP4, supported by MR analysis. (5) Molecular docking confirmed stable interactions between AR, FABP4 and active components of Herba Abri.
CONCLUSION Abri Herba may inhibit ferroptosis in liver fibrosis by regulating oxidative stress and lipid metabolism pathways to inhibit ferroptosis and thereby suppress liver fibrosis through AR and FABP4, providing novel evidence for the multi-target therapeutic potential of traditional Chinese medicine.
, authors=Yaxuan QIN, Yang ZHENG, Jiahui WANG, Tiejian ZHAO, Shiquan YANG, Lei WANG, authorsList=Yaxuan QIN, Yang ZHENG, Jiahui WANG, Tiejian ZHAO, Shiquan YANG, Lei WANG, authorCompany=null, correspAuthors=Shiquan YANG, Lei WANG, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1309634303353520391, articleId=1309634302598545669, tenantId=1146029695717560320, journalId=1227999776411738115, language=CN, title=基于系统药理学探究鸡骨草通过铁死亡调控肝纤维化的分子机制, columnId=1228268589086606089, journalTitle=今日药学, columnName=论著, runingTitle=null, highlight=null, articleAbstract=
目的 基于网络药理学、分子对接、生物信息学及机器学习方法，系统解析鸡骨草通过铁死亡干预肝纤维化的分子机制。
方法 通过TCMSP数据库筛选鸡骨草活性成分，结合GEO和FerrDb数据库获取肝纤维化及铁死亡相关基因；利用R语言对肝纤维化数据集进行批次校正、差异分析和WGCNA模块构建；取鸡骨草、肝纤维化及铁死亡三者交集得到核心基因，并基于STRING和Cytoscape构建蛋白互作网络及“药物-成分-靶点-疾病”网络；通过GO与KEGG富集分析挖掘核心通路；结合随机森林、XGBoost分析筛选特征基因，并通过MR分析和ROC曲线验证，最后进行分子对接。
结果 （1）筛选鸡骨草活性成分12种及预测靶点301个；经批次校正及PCA分析整合肝纤维化基因17 731个及铁死亡基因396个，获得交集靶点27个；（2）GO分析显示靶点富集于氧化应激反应及核受体活性等；KEGG通路富集于癌症代谢（hsa05207）及PPAR信号通路（hsa03320）；（3）机器学习（随机森林分析、XGBoost分析）筛选出特征基因AR与FABP4；（4）通过ROC曲线AR（AUC=0.591）和FABP4（AUC=0.623）及MR分析进行验证；（5）AR、FABP4等基因与鸡骨草活性成分进行对接。
结论 鸡骨草可能通过AR和FABP4调控氧化应激及脂代谢通路铁死亡抑制肝纤维化，为中药多靶点治疗提供新依据。
, authors=秦雅渲, 郑洋, 王佳慧, 赵铁建, 杨仕权
*, 汪磊
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