基于“味性化味”理论加权网络与AlphaFold2反向对接的藏药晶珠肝泰舒治疗肝炎物质基础及分子机制研究

    Study on the Material Basis and Molecular Mechanism of Tibetan Medicine Jingzhu Gantaishu in Treating Hepatitis Based on the “Ro Nus Zhurjes” Weighted Network and AlphaFold2-based Reverse Docking

    • 摘要:
      目的 本研究将“味性化味”理论参数化并赋予药味权重值,构建加权网络,联合基于AlphaFold2的反向对接、分子动力学模拟及体外实验,探究晶珠肝泰舒治疗肝炎的物质基础及分子机制。
      方法 文献检索和TCMSP数据库收集晶珠肝泰舒所含化学成分,SwissTargetPrediction预测其潜在靶点。从OMIM、GeneCards、DrugBank、TTD数据库收集肝炎相关靶点。将藏医“味性化味”理论参数化并赋予药味权重值,采用邻接矩阵(adjacency matrix,AM)方法构建“药味-成分-靶点”加权网络,直观关联成分与靶点,显示多成分多靶点协同特征,并在此基础上筛选度值大于中位数的核心成分与肝炎核心靶点进行基于AlphaFold2的反向对接,确定结合能力最优的核心代表性成分,通过分子动力学模拟探究成分-靶点动态互作机制。体外验证采用CCK-8法检测细胞活力,Hoechst染色法、流式细胞术检测细胞凋亡,JC-10染色法检测线粒体膜电位。
      结果 加权网络清晰展示了晶珠肝泰舒成分与靶点的多对多关联,揭示了复方多成分多靶点的协同作用特征,由此筛选出度值大于中位数的关键潜在活性化学成分和靶点各80个。反向对接发现甘草酚与硬脂酰辅酶A去饱和酶(stearoyl-CoA desaturase,SCD)的对接打分最高,为结合能力最强的核心代表性成分,其通过氢键、π-π相互作用与疏水相互作用稳定嵌入SCD的活性口袋;分子动力学模拟证实甘草酚与SCD的关键残基His-171形成氢键和π-π相互作用,可能通过影响活性中心的构象干扰酶的正常催化功能,进而抑制SCD的活性。体外实验证实,甘草酚可提高脂多糖诱导的肝星形细胞活力(P<0.05),抑制细胞凋亡(P<0.05)并上调线粒体膜电位。
      结论 本研究基于“味性化味”理论,通过加权网络揭示了晶珠肝泰舒多成分、多靶点的整体作用特征;预测甘草酚可能通过靶向SCD发挥抗肝炎活性,并初步验证了其对肝星形细胞损伤的保护效果。该研究策略为藏药复方物质基础研究和藏医理论现代化提供了新范式。

       

      Abstract:
      OBJECTIVE To parameterize the theory of “Ro Nus Zhurjes”, assign weight values to medicinal flavors, construct a weighted network, combine AlphaFold2-based reverse docking, molecular dynamics simulation and in vitro experiments, and explore the material basis and molecular mechanism of Jingzhu Gantaishu in the treatment of hepatitis.
      METHODS Chemical constituents of Jingzhu Gantaishu were collected through literature retrieval and the TCMSP database, and their potential targets were predicted using SwissTargetPrediction. Hepatitis-related targets were retrieved from OMIM, GeneCards, DrugBank, and TTD databases. The Tibetan medicine theory of “Ro Nus Zhurjes” was parameterized and assigned medicinal flavor weights, and a “medicinal flavor-component-target” weighted network was constructed using the adjacency matrix method to intuitively correlate components with targets and displayed multi-component, multi-target synergistic characteristics. Based on this network, core components and core targets with Degree values exceeding the median were screened and subjected to AlphaFold2-based reverse docking with hepatitis targets. The representative component with the best binding capacity was identified, and molecular dynamics simulations were performed to explore the dynamic interaction mechanisms between ingredients and targets. In vitro verification adopted the CCK-8 method to detect cell viability, utilized Hoechst staining and flow cytometry to detect cell apoptosis, and applied the JC-10 staining method to detect mitochondrial membrane potential.
      RESULTS The weighted network clearly illustrated the many-to-many correlations between constituents and targets of Jingzhu Gantaishu, uncovered the synergistic characteristics of this compound prescription with multiple components acting on multiple targets, and accordingly screened 80 key potential active chemical constituents and 80 key targets whose Degree values were higher than the median. Reverse docking revealed that glycyrol obtained the highest docking score with stearoyl-CoA desaturase(SCD), serving as the core representative component with the strongest binding affinity. It stably inserted into the active pocket of SCD via hydrogen bonds, π-π interactions and hydrophobic interactions. Molecular dynamics simulations verified that glycyrol formed hydrogen bonds and π-π interactions with the key residue His-171 of SCD. It might disrupt the normal catalytic function of the enzyme by altering the conformation of the active center, thus suppressing the activity of SCD. In vitro experiments demonstrated that glycyrol could elevate the viability of hepatic stellate cells induced by lipopolysaccharide(P<0.05), suppress cell apoptosis(P<0.05), and upregulate mitochondrial membrane potential.
      CONCLUSION Based on the “Ro Nus Zhurjes” theory, this study adopts a weighted network to reveal the overall multi-component, multi-target action characteristics of Jingzhu Gantaishu. It predictes that glycyrrhizin may exert its anti-hepatitis activity by targeting SCD, and preliminarily validates its protective effect on injured hepatic stellate cells. This research strategy provides a new paradigm for investigating the material basis of Tibetan medicine compound prescriptions and modernizing Tibetan medicine theory.

       

    /

    返回文章
    返回