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运用网络药理学和分子对接技术探索黑参对非酒精性脂肪性肝病的治疗作用

Exploring the Therapeutic Effects of Black Ginseng on Non-Alcoholic Fatty Liver Disease by Using Network Pharmacology and Molecular Docking.

作者信息

Wei Wei, Liu Liming, Liu Xiaokang, Tao Ye, Zhao Xu, Gong Jiyu, Wang Yang, Liu Shuying

机构信息

Jilin Ginseng Academy, Changchun University of Chinese Medicine, Changchun, 130117, China.

College of Animal Science and Technology, Jilin Agricultural Science and Technology University, Jilin, 132101, China.

出版信息

Chem Biodivers. 2022 Oct;19(10):e202200719. doi: 10.1002/cbdv.202200719. Epub 2022 Sep 23.

Abstract

This study aimed to investigate the therapeutic effect of black ginseng (BG) on non-alcoholic fatty liver disease (NAFLD) using network pharmacology combined with the molecular docking strategy. The saponin composition of BG was analyzed by liquid chromatography-mass spectrometry (LC/MS) instrument. Then the network pharmacology was applied to explore the potential targets and related mechanisms of BG in the treatment of NAFLD. After screening out key targets, molecular docking was used to predict the binding modes between ginsenoside and target. Finally, a methionine and choline deficiency (MCD) diet-induced NAFLD mice model was established to further confirm the therapeutic effect of BG on NAFLD. Twenty-four ginsenosides were annotated based on the MS and tandem MS information. Ten proteins were screened out as key targets closely related to BG treatment of NAFLD. The molecular docking showed that most of the ginsenosides had good binding affinities with AKT1. The validation experiment revealed that BG administration could reduce serum alanine aminotransferase (ALT) and aspartate aminotransferase (AST) levels and improve the MCD diet-induced histological changes in liver tissue. Moreover, BG could upregulate the phosphorylation level of AKT in the liver of NAFLD mice, thereby exerting the therapeutic effect on NAFLD. Further studies on the active ginsenosides as well as their synergistic action on NAFLD will be required to reveal the underlying mechanisms in-depth. This study demonstrates that network pharmacological prediction in conjunction with molecular docking is a viable technique for screening the active chemicals and related targets of BG, which can be applied to other herbal medicines.

摘要

本研究旨在采用网络药理学结合分子对接策略,探讨黑参(BG)对非酒精性脂肪性肝病(NAFLD)的治疗作用。通过液相色谱 - 质谱联用(LC/MS)仪分析BG的皂苷成分。然后应用网络药理学探索BG治疗NAFLD的潜在靶点和相关机制。筛选出关键靶点后,利用分子对接预测人参皂苷与靶点之间的结合模式。最后,建立蛋氨酸和胆碱缺乏(MCD)饮食诱导的NAFLD小鼠模型,以进一步证实BG对NAFLD的治疗作用。基于质谱和串联质谱信息注释了24种人参皂苷。筛选出10种蛋白质作为与BG治疗NAFLD密切相关的关键靶点。分子对接显示,大多数人参皂苷与AKT1具有良好的结合亲和力。验证实验表明,给予BG可降低血清丙氨酸氨基转移酶(ALT)和天冬氨酸氨基转移酶(AST)水平,并改善MCD饮食诱导的肝组织组织学变化。此外,BG可上调NAFLD小鼠肝脏中AKT的磷酸化水平,从而对NAFLD发挥治疗作用。需要进一步研究活性人参皂苷及其对NAFLD的协同作用,以深入揭示其潜在机制。本研究表明,网络药理学预测与分子对接相结合是筛选BG活性成分和相关靶点的可行技术,可应用于其他草药。

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