Network pharmacology and molecular docking analysis of cold-pressed rapeseed oil active components for anti-inflammatory effects

Jin Fu, Taocui Huang, Hui Shi, Mei Han, Geng Zhong
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Abstract

Investigating the anti-inflammatory effects of bioactive components present in cold-pressed rapeseed oil through the use of network pharmacology and molecular docking methods. The components of cold-pressed rapeseed oil were identified by liquid chromatography-mass spectrometry. We then conducted Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis using bioinformatics databases on overlapping targets affected by active components and inflammation. Finally, molecular docking was used to predict the interactions between core components and key targets. Analysis identified 13 phenols, four steroids, and one retinoid in cold-pressed rapeseed oil, with 143 overlapping targets related to inflammation. Bioinformatics analysis revealed that 25-Hydroxycholesterol, Rosmarinic acid, 9-cis-Retinoic acid, Soyasapogenol B and α-Tocopherol in cold-pressed rapeseed oil could play a positive role in treating inflammation. They achieved this by regulating key targets (MMP9, EGFR, AKT1, ESR1, and PTGS2) involved in the peroxisome proliferator-activated receptor signaling pathway and other related pathways. The molecular docking binding energy of the core components and the key targets were less than −5.0 kcal/mol, indicating that the components and the targets can be stably bound. This result indicated that the active components found in cold-pressed rapeseed oil may exert an anti-inflammatory effect through a synergistic mechanism involving multicomponent, multitarget and multipathway interactions.

Abstract Image

冷榨菜籽油抗炎活性成分的网络药理学和分子对接分析
利用网络药理学和分子对接方法研究冷榨菜籽油中生物活性成分的抗炎作用。通过液相色谱-质谱法鉴定了冷榨菜籽油中的成分。然后,我们利用生物信息学数据库对受活性成分和炎症影响的重叠靶点进行了基因本体和京都基因组百科全书通路富集分析。最后,利用分子对接预测了核心成分与关键靶点之间的相互作用。分析确定了冷榨菜籽油中的 13 种酚类、4 种类固醇和 1 种视黄醇,以及 143 个与炎症有关的重叠靶点。生物信息学分析表明,冷榨菜籽油中的25-羟基胆固醇、迷迭香酸、9-顺式维甲酸、大豆苷元B和α-生育酚可在治疗炎症方面发挥积极作用。它们通过调节参与过氧化物酶体增殖激活受体信号通路和其他相关通路的关键靶点(MMP9、表皮生长因子受体、AKT1、ESR1 和 PTGS2)来实现这一目标。核心组分与关键靶点的分子对接结合能小于-5.0 kcal/mol,表明组分与靶点可以稳定结合。这一结果表明,冷榨菜籽油中的活性成分可能通过多成分、多靶点和多途径相互作用的协同机制发挥抗炎作用。
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