山东科学

• 药理与毒理 •    

基于加权基因共表达网络分析和分子对接的川乌-黄柏配伍治疗复发性阿弗他溃疡的网络药理学研究及实验验证

曹铭晨, 荆凡波, 王文晓, 张泽南, 李文静, 程绍远, 邵延琳, 于红霞, 孟凡刚*   

  1. 青岛大学附属医院,山东 青岛 266300
  • 收稿日期:2025-01-13 接受日期:2025-04-09 上线日期:2025-12-09
  • 通信作者: 孟凡刚 E-mail:mfg0105@163.com
  • 作者简介:曹铭晨,男,主管药师,研究方向为临床药学和中药学,E-mail:caomingchen@qdu.edu.cn
  • 基金资助:
    2023年度山东省医药卫生科技项目(202302021683);2023年度山东省中医药科技发展项目(Q-2023204);山东省自然科学基金面上项目(ZR2022MH069);2021年度青岛市中医药科技项目(2021-zyyq22

Network pharmacology study and experimental validation of the Radix Aconiti-Cortex Phellodendri combination for the treatment of recurrent aphthous ulcers based on weighted gene co-expression network analysis (WGCNA) and molecular docking

CAO Mingchen, JING Fanbo, WANG Wenxiao, ZHANG Zenan, LI Wenjing, CHENG Shaoyuan, SHAO Yanlin, YU Hongxia, MENG Fangang*   

  1. The Affiliated Hospital of Qingdao University, Qingdao266300
  • Received:2025-01-13 Accepted:2025-04-09 Online:2025-12-09
  • Contact: MENG Fangang E-mail:mfg0105@163.com

摘要: 基于加权基因共表达网络分析(WGCNA)和网络药理学探讨川乌-黄柏配伍外用治疗复发性阿弗他溃疡的分子作用机制。检索整理川乌-黄柏的主要活性成分301个共涉及靶点3273个;WGCNA分析复发性阿弗他溃疡相关基因,R软件VennDiagram包分析药物相关靶点与不同模块的交集,并基于KEGG、GO、Reactome Gene Sets来源进行通路和过程富集分析和分层聚类,主要涉及细胞凋亡调节和信号传导、谷胱甘肽代谢、PI3K异常的信号传导、表皮生长因子受体酪氨酸激酶抑制剂耐药性、免疫系统中的细胞因子信号传导、PPAR alpha通路等,分别对应免疫-代谢-修复三个层面;Cytoscape_v3.7.2软件Mcode插件鉴定关键模块的hub基因包括ERBB2、CD44、NFKB1、MMP2,分子对接提示ERBB2与大部分活性成分结合度较高,而双酯型乌头碱与黄柏黄酮类成分主要作用于CD44,黄柏生物碱主要作用于MMP2,川乌单酯型、双酯型生物碱主要作用于NFKB1,两者相辅相成相须为用发挥抗复发性阿弗他溃疡作用。核心成分苯甲酰中乌头胺显著降低L-脂多糖诱导的巨噬细胞活性氧浓度升高,提示川乌作为君药主要通过新陈代谢途径发挥调控作用。

关键词: 加权基因共表达网络分析(WGCNA), 复发性阿弗他溃疡, 系统药理学, 川乌, 黄柏

Abstract:

We investigated the molecular mechanisms underlying the treatment of recurrent aphthous ulcers (RAU) using the Radix Aconiti–Cortex Phellodendri combination, based on weighted gene co-expression network analysis (WGCNA) and network pharmacology. A total of 301 active compounds were identified from the Radix Aconiti–Cortex Phellodendri combination, associated with 3,273 potential targets.

WGCNA was used to analyze RAU-related genes. The VennDiagram package in R software was employed to identify intersections between drug-related targets and WGCNA modules. Pathway and process enrichment analyses, along with hierarchical clustering, were conducted using KEGG Pathway, GO Biological Processes, and Reactome Gene Sets. These analyses highlighted involvement in apoptosis regulation and signaling, glutathione metabolism, PI3K signaling abnormalities, resistance to epidermal growth factor receptor tyrosine kinase inhibitors, cytokine signaling in the immune system, the PPAR-α pathway, and other processes related to immune regulation, metabolism, and tissue repair.

Using the MCODE plugin in Cytoscape v3.7.2, key hub genes within functional modules were identified, including ERBB2, CD44, NFKB1, and MMP2. Molecular docking showed that ERBB2 interacted with most active compounds; diterpenoid alkaloids fromAconitumand flavonoids fromPhellodendronprimarily targeted CD44; alkaloids fromPhellodendrontargeted MMP2; and both monoester and diester Aconitum alkaloids mainly targeted NFKB1. These findings suggest a complementary and synergistic effect between the two herbs in preventing RAU recurrence.

Experimental validation showed that benzoylmesaconine, a core compound, significantly reduced LPS-induced ROS levels in macrophages, indicating thatRadix Aconiti, as the principal herb (Jun Yao), exerts its therapeutic effects primarily through metabolic regulation

Key words: weighted gene co-expression network analysis (WGCNA), recurrent aphthous ulcers, systemic pharmacology, Radix Aconiti, Cortex Phellodendri

中图分类号: 

  • R288

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