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基于代谢组学与网络药理学的绿茶与陈年六堡茶神经保护作用的功效预测

Potential Neuroprotective Effects of Green Tea and Aged Liupao Tea Indicated by Metabolomics and Network Pharmacological Analyses

  • 摘要:
    目的 探讨绿茶(Green tea, GT)和陈年六堡茶(Aged Liupao tea, ALPT)及其活性成分在防治神经退行性疾病方面的作用机制和潜在疗效。
    方法 将1 mg·mL−1 β-淀粉样蛋白25-35(Amyloid-β25-35, Aβ25-35)储备液分别与 1 mg·mL−1的绿茶和陈年六堡茶(陈放 7 年)水提取物按不同比例混合,使孵育体系中Aβ25-35的终浓度为50 µg·mL−1,茶提取物的终浓度分别为25 µg·mL−1和50 µg·mL−1。将各混合物置于37℃下预孵育7 d,即得Aβ25-35与不同浓度茶提取物的孵育蛋白(Aβ25-35/GT25、Aβ25-35/GT50、Aβ25-35/ALPT25、Aβ25-35/ALPT50)。以未加Aβ25-35为对照(CK组),用Aβ25-35和不同浓度茶提取物孵育蛋白分别处理分化神经元PC12细胞24 h后,MTT法检测细胞存活率、倒置显微镜观察细胞形态;采用超高效液相色谱-串联质谱法(Ultra performance liquid chromatography-tandem mass spectrometry, UPLC-MS/MS)对GT和ALPT进行广泛靶向代谢组学分析;通过Pubchem将代谢物转换为SMILES格式,SwissADME评估血脑屏障穿透性和生物利用度,SwissTargetPrediction预测药理靶点,GeneCard数据库检索神经退行性病变相关靶点。
    结果 MTT细胞活力检测表明,GT和ALPT对Aβ25-35介导的PC12细胞毒性均有抑制作用,两种茶水提取物均以50 µg·mL−1 浓度对PC12细胞活力的提升效果最佳。显微镜下观察,CK组PC12细胞保持多边形或梭形结构,而Aβ25-35处理组细胞体积减小,形态异常,突触网稀疏;Aβ25-35/ALPT50处理组的细胞形态接近正常,表明Aβ25-35毒性有所减轻。代谢组学分析表明,以VIP>1、fold change≥2和fold change≤0.5为代谢物筛选标准,GT vs ALPT中共鉴定出1310种差异代谢物。网络药理学分析表明,GT上调的代谢物中共筛选出58种活性成分,ALPT上调的代谢物中筛选出96种活性成分;GT共预测到831个靶点,ALPT共预测到911个靶点;通过GeneCard数据库筛选神经退行性病变(Neurodegenerative changes, NC)靶点10431个,通过交集分析得出GT与NC交集靶点有652个,ALPT与NC交集靶点有710个;进一步分析显示,GT和ALPT可能通过影响AKT1、TP53、GAPDH等多个靶点以及PI3K-Akt信号通路等机制,对阿尔茨海默病(Alzheimer's disease, AD)等神经退行性病变起到缓解作用。特别地,ALPT的2',7-Dihydroxy-3',4'-dimethoxyisoflavan、N-Benzoyltyramine和17-Hydroxylinolenic acid 3种化合物在影响基因表达方面表现更为广泛,这表明其在抗神经退行性病变方面具有比GT更强大的潜力。分子对接结果显示,这些化合物和核心靶点都具有较高的结合能。
    结论 GT与ALPT均能有效拮抗Aβ25-35诱导的PC12细胞损伤,且ALPT在恢复细胞形态方面优于GT。ALPT可调控更多差异代谢物及AD相关靶点,其关键活性成分2',7-Dihydroxy-3',4'-dimethoxyisoflavan、N-Benzoyltyramine和17-Hydroxylinolenic acid对AKT1、TP53、GAPDH等核心靶点具有更高结合能,并通过PI3K-Akt等多条通路发挥神经保护作用,提示ALPT在抗神经退行性病变方面潜力优于GT。

     

    Abstract:
    Objective Probable mechanisms and active ingredients of the aged Liupao tea (ALPT) and green tea (GT) in preventing and treating neurodegenerative diseases were investigated.
    Method Protein samples were prepared by mixing 1 mg·mL−1 of amyloid-β 25-35 (Aβ25-35) stock solution with 1 mg·mL−1 of aqueous extract of GT and that of ALPT stored for 7 years in varied proportions to incubated at 37 ℃ for 7d to obtain solutions of 1 μg·mL−125-35 as well as Aβ25-35/ALPT and Aβ25-35/GT in the concentrations of 25 μg·mL−1 and 50 μg·mL−1. PC12 cells were cultured in a medium containing 10% fetal bovine serum and antibiotics with 5% CO2 at 37 ℃. Survival rate of PC12 cells after 24 h of treatments was detected by MTT method. On the tea extracts, metabolomics analysis was performed using ultra-performance liquid chromatography-tandem mass spectrometry, conversion to SMILES format done by Pubchem, BBB permeant and bioavailability evaluated by SwissADME, pharmacological targets predicted by SwissTargetPrediction, and neurodegeneration-related targets searched in the GeneCard database.
    Result The MTT cell viability assays indicated that both GT and ALPT mitigated Aβ25-35-mediated cytotoxicity on PC12 cells at the optimally enhanced concentration of 50 g·mL−1. Microscopically, PC12 cells in the control group maintained a polygonal or spindle shape, whereas Aβ25-35-treated counterparts reduced in volume with abnormal morphology and sparse synaptic networks. The PC12s treated with 50 g·mL−125-35/ALPT were near-normal morphologically, indicating alleviation of Aβ25-35 toxicity due to the presence of ALPT. The metabolomic analysis under VIP>1, fold change ≥2, and fold change ≤0.5 as screening criteria identified 1310 differentially expressed metabolites between GT and ALPT. A network pharmacology analysis identified 58 active compounds from the GT-upregulated metabolites and 96 from the ALPT-upregulated metabolites. GT had 831 predicted targets, while ALPT had 911. The GeneCard database found 10431 targets related to neurodegenerative changes (NC). The intersection analysis showed 652 overlapping targets between GT and NC, and 710 between ALPT and NC. The network pharmacology analysis further indicated that GT and ALPT might attack neurodegenerative diseases by affecting the multiple core targets such as AKT1, TP53, and GAPDH as well as the mechanisms including PI3K-Akt signaling pathway. Notably, three compounds from ALPT, i.e., 2',7-dihydroxy-3',4'-dimethoxyisoflavan, N-benzoyltyramine, and 17-hydroxylinolenic acid, exhibited broader effects on gene expression, suggesting that the potential in combating neurodegenerative diseases by ALPT could be greater than by GT. In addition, high binding energies were observed in the molecular docking between these compounds and the core targets.
    Conclusion Both GT and ALPT effectively mitigated the Aβ25-35-induced damage in PC12 cells. However, ALPT was superior to GT in restoring cell morphology and modulated more differentially expressed metabolites and AD-related targets than did GT. The 2',7-Dihydroxy-3',4'-dimethoxyisoflavan, N-benzoyltyramine, and 17-hydroxylinolenic acid contained in ALPT that exhibited high binding affinities to the core targets such as AKT1, TP53, and GAPDH, as well as significant neuroprotective effects through multiple pathways including PI3K-Akt were identified as the compounds critical to the potential neuroprotective effect of ALPT. With that, it appeared that ALPT, more than GT, could be applicable for combating neurodegenerative diseases.

     

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