研究报告

基于超高效液相色谱-四极杆飞行时间串联质谱技术、网络药理学和动物实验探究人参沙棘复合物抗疲劳作用机制

  • 黄海林 ,
  • 喻勤 ,
  • 刘文利 ,
  • 黄子进 ,
  • 丰时运 ,
  • 伍蓥 ,
  • 高业成 ,
  • 谢果
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  • 1(广州中医药大学中药学院,广东 广州,510000)
    2(完美(广东)日用品有限公司,广东 中山,528451)
    3(电子科技大学中山学院,广东 中山,528402)
第一作者:硕士研究生(高业成中级食品工程师和谢果副教授为共同通信作者,E-mail:gaoyc@perfect99.com;xieguo@zsc.edu.cn

收稿日期: 2025-03-28

  修回日期: 2025-06-06

  网络出版日期: 2026-03-18

基金资助

国家自然科学基金项目(32101903);中山市中医药传承创新发展科研专项(2024B3065)

Exploring anti-fatigue mechanisms of ginseng sea buckthorn complex based on ultra performance liquid chromatography-quadrupole time-of-flight tandem mass spectrometry, network pharmacology, and animal experiments

  • HUANG Hailin ,
  • YU Qin ,
  • LIU Wenli ,
  • HUANG Zijin ,
  • FENG Shiyun ,
  • WU Ying ,
  • GAO Yecheng ,
  • XIE Guo
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  • 1(College of Traditional Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510000, China)
    2(Perfect (Guangdong) Commodity Co., Ltd., Zhongshan 528451, China)
    3(Zhongshan Institute, University of Electronic Science and Technology of China, Zhongshan 528402, China)

Received date: 2025-03-28

  Revised date: 2025-06-06

  Online published: 2026-03-18

摘要

该研究运用超高效液相色谱-四极杆飞行时间串联质谱技术(ultra performance liquid chromatography-quadrupole time-of-flight tandem mass spectrometry,UPLC-QTOF-MS)分析人参沙棘复合物(ginseng sea buckthorn complex,GSC)活性成分并借助网络药理学、分子对接及动物实验探讨其抗疲劳作用机制。采用UPLC-QTOF-MS技术鉴定GSC和人参提取物(ginseng extract,GE)中的人参皂苷种类及相对含量;利用网络药理学分子对接预测GSC抗疲劳潜在作用通路;通过评估GSC成分与关键靶点的结合特性;设计动物实验验证GSC抗疲劳功效及机制。结果表明,GE中含有23种人参皂苷,GSC中共含有17种人参皂苷,GSC相比于GE稀有皂苷含量得到提升。网络药理学预测GSC可能通过作用于磷脂酰肌醇3′-激酶(phosphatidylinositol 3′-kinase,PI3K)-Akt等信号通路,影响能量代谢与代谢物废物清除起抗疲劳作用。分子对接结果显示,GSC中成分与关键靶点结果特性良好,结合能均低于-7.00 kcal/mol。动物实验表明,GSC改善了疲劳小鼠的能量代谢与代谢废物清除速率,使小鼠负重力竭游泳时间由105.4 s延长至395.9 s(P<0.001),肌糖原水平提高至32.30 mg/g(P<0.001),分别降低血乳酸曲线下面积至111.30 mmol/L(P<0.05)、尿素水平至7.52 mmol/L(P<0.05),还能通过调节肠道菌群起到抗疲劳作用。综上,GSC可能通过调节PI3K-Akt等信号通路和肠道菌群影响机体能量代谢和代谢废物清除发挥抗疲劳作用。

本文引用格式

黄海林 , 喻勤 , 刘文利 , 黄子进 , 丰时运 , 伍蓥 , 高业成 , 谢果 . 基于超高效液相色谱-四极杆飞行时间串联质谱技术、网络药理学和动物实验探究人参沙棘复合物抗疲劳作用机制[J]. 食品与发酵工业, 2026 , 52(2) : 145 -155 . DOI: 10.13995/j.cnki.11-1802/ts.042870

Abstract

This study applied ultra performance liquid chromatography-quadrupole time-of-flight tandem mass spectrometry (UPLC-QTOF-MS) to analyze the active components of ginseng sea buckthorn complex (GSC).Network pharmacology, molecular docking, and animal experiments were employed to explore its anti-fatigue mechanism.UPLC-QTOF-MS was used to identify the types and relative contents of ginsenosides in GSC and ginseng extract (GE).Network pharmacology and molecular docking were utilized to predict the potential anti-fatigue pathways of GSC and evaluate the binding characteristics of GSC components with key targets.Animal experiments were designed to verify the anti-fatigue effect and mechanism of GSC.The results showed that GE contained 23 types of ginsenosides, while GSC contained 17 types, with an increased content of rare ginsenosides in GSC compared to GE.Network pharmacology predicted that GSC might act on signaling pathways like the phosphatidylinositol 3′-kinase (PI3K)-Akt, affecting energy metabolism and metabolite waste clearance to exert anti-fatigue effects.Molecular docking indicated that GSC components had good binding properties with key targets, with binding energies all below -7.00 kcal/mol.Animal experiments revealed that GSC improved energy metabolism and metabolic waste clearance in fatigued mice, extending the negative gravity exhaustion swimming time from 105.4 s to 395.9 s (P<0.001), increasing the muscle glycogen level to 32.30 mg/g (P<0.001), reducing the area under the blood lactic acid curve to 111.30 mmol/L (P<0.05) and the urea level to 7.52 mmol/L (P<0.05), and also exerting anti-fatigue effects by regulating gut microbiota.In conclusion, GSC may exert anti-fatigue effects by regulating signaling pathways like PI3K-Akt and gut microbiota, influencing energy metabolism and metabolic waste clearance.

参考文献

[1] 吴名草, 王晶, 沈旭丹, 等.人参葛根植物饮料对小鼠体力疲劳的缓解作用研究[J].粮油食品科技, 2022, 30(5):212-218.
WU M C, WANG J, SHEN X D, et al.Research on relieving effect of botanical beverage with ginseng extract and pueraria extract on physical fatigue in mice[J].Science and Technology of Cereals, Oils and Foods, 2022, 30(5):212-218.
[2] CALDWELL J A, CALDWELL J L, THOMPSON L A, et al. Fatigue and its management in the workplace. Neuroscience & Biobehavioral Reviews, 2019, 96:272-289.
[3] 徐艺园, 王凯, 王佳音, 等. 疲劳产生相关机制研究进展. 科学技术创新, 2019(23):50-51.
XU Y Y, WANG K, WANG J Y, et al. Research progress on related mechanisms of fatigue. Scientific and Technological Innovation, 2019(23):50-51.
[4] 曹晶晶, 杨卫杰, 曹轶. 刺梨多糖的抗氧化和抗疲劳研究. 中国中医基础医学杂志, 2018, 24(4):474-476; 481.
CAO J J, YANG W J, CAO Y. Anti-fatigue and antioxidant activity of the polysaccharides isolated from Rosa roxburghii tratt.F.normalis rehd. et wils. Chinese Journal of Basic Medicine in Traditional Chinese Medicine, 2018, 24(4):474-476; 481.
[5] 陈虹宇, 曹洋, 杨华平. 林下山参与栽培人参的应用价值剖析. 中医药导报, 2019, 25(6):67-68; 81.
CHEN H Y, CAO Y, YANG H P. Analysis on the application value of ginseng cultivation under forest mountain. Guiding Journal of Traditional Chinese Medicine and Pharmacy, 2019, 25(6):67-68; 81.
[6] 李贵明, 李燕.人参皂苷药理作用研究现状[J].中国临床药理学杂志, 2020, 36(8):1024-1027.
LI G M, LI Y.Research status of pharmacological effects of ginsenosides[J].The Chinese Journal of Clinical Pharmacology, 2020, 36(8):1024-1027.
[7] 郑怡菲, 李涛, 赵余庆.人参有效成分抗疲劳作用机制的研究进展[J].药物评价研究, 2023, 46(11):2496-2504.
ZHENG Y F, LI T, ZHAO Y Q.Research progress of anti-fatigue mechanism of active components of ginseng[J].Drug Evaluation Research, 2023, 46(11):2496-2504.
[8] 王学芳, 任红贤, 封颖璐.人参皂苷单体的抗疲劳作用研究进展[J].解放军医药杂志, 2019, 31(12):114-116.
WANG X F, REN H X, FENG Y L.Research progress on anti-fatigue effect of ginsenoside monomer[J].Medical & Pharmaceutical Journal of Chinese PLA, 2019, 31(12):114-116.
[9] HOPKINS A L.Network pharmacology[J].Nature Biotechnology, 2007, 25(10):1110-1111.
[10] 张楠, 杨帆, 马仲帅, 等.基于网络药理学探究滇黄精抗疲劳作用及其机制[J].云南农业大学学报(自然科学), 2024, 39(1):101-110.
ZHANG N, YANG F, MA Z S, et al.Antifatigue effect and mechanism of Polygonatum kingianum based on network pharmacology[J].Journal of Yunnan Agricultural University (Natural Science), 2024, 39(1):101-110.
[11] 刘秋容, 许先梅, 许震, 等.基于UPLC-Q-TOF-MS技术和网络药理学人参黄精杏麦饮化学成分群的抗疲劳作用研究[J].沈阳药科大学学报, 2024, 41(8):1097-1108.
LIU Q R, XU X M, XU Z, et al.Study on the anti-fatigue effect of the chemical constituents of Ginseng Huangjing Xing Mai Yin based on UPLC-Q-TOF-MS technology and network pharmacology[J].Journal of Shenyang Pharmaceutical University, 2024, 41(8):1097-1108.
[12] ESTÉVEZ-SOUTO V, DA SILVA-ÁLVAREZ S, COLLADO M. The role of extracellular vesicles in cellular senescence. The FEBS Journal, 2023, 290(5):1203-1211.
[13] GÖRAN RONQUIST K.Extracellular vesicles and energy metabolism[J].Clinica Chimica Acta, 2019, 488:116-121.
[14] GILOTEAUX L, O′NEAL A, CASTRO-MARRERO J, et al.Cytokine profiling of extracellular vesicles isolated from plasma in myalgic encephalomyelitis/chronic fatigue syndrome:A pilot study[J].Journal of Translational Medicine, 2020, 18(1):387.
[15] ZHU S M, SUN F, LI W J, et al.Apelin stimulates glucose uptake through the PI3K/Akt pathway and improves insulin resistance in 3T3-L1 adipocytes[J].Molecular and Cellular Biochemistry, 2011, 353(1):305-313.
[16] LIU T Y, SHI C X, GAO R, et al.Irisin inhibits hepatic gluconeogenesis and increases glycogen synthesis via the PI3K/Akt pathway in type 2 diabetic mice and hepatocytes[J].Clinical Science, 2015, 129(10):839-850.
[17] MANNING B D, TOKER A.AKT/PKB signaling:Navigating the network[J].Cell, 2017, 169(3):381-405.
[18] 石崯力, 王旭, 盛沛, 等.运用数据挖掘和网络药理学探讨糖尿病认知功能障碍中医用药规律和作用机制[J].天然产物研究与开发, 2021, 33(7):1223-1235.
SHI Y L, WANG X, SHENG P, et al.Prescription rules and mechanism of core drugs in the treatment of diabetic cognitive dysfunction based on data mining and network pharmacology[J].Natural Product Research and Development, 2021, 33(7):1223-1235.
[19] 郭佳龙, 刘畅, 王瑶, 等.稀有人参皂苷的应用基础与开发利用研究进展[J].中国中药杂志, 2024, 49(2):304-314.
GUO J L, LIU C, WANG Y, et al.Research progress on development and utilization of minor ginsenosides[J].China Journal of Chinese Materia Medica, 2024, 49(2):304-314.
[20] 袁松竹, 王斌, 周旋, 等.稀有人参皂苷生物转化的研究进展[J].食品工业科技, 2023, 44(12):480-489.
YUAN S Z, WANG B, ZHOU X, et al.Research progress on biotransformation of rare ginsenoside[J].Science and Technology of Food Industry, 2023, 44(12):480-489.
[21] LI Y H, LI J J, XU F Q, et al.Gut microbiota as a potential target for developing anti-fatigue foods[J].Critical Reviews in Food Science and Nutrition, 2023, 63(18):3065-3080.
[22] CHEN Y Y, GAO T H, BAI J, et al.Ren-Shen-Bu-Qi decoction alleviates exercise fatigue through activating PI3K/AKT/Nrf2 pathway in mice[J].Chinese Medicine, 2024, 19(1):154.
[23] ZHUANG C L, MAO X Y, LIU S, et al.Ginsenoside Rb1 improves postoperative fatigue syndrome by reducing skeletal muscle oxidative stress through activation of the PI3K/Akt/Nrf2 pathway in aged rats[J].European Journal of Pharmacology, 2014, 740:480-487.
[24] HU M H, HAN M X, ZHANG H, et al.Curcumin (CUMINUP60®) mitigates exercise fatigue through regulating PI3K/Akt/AMPK/mTOR pathway in mice[J].Aging, 2023, 15(6):2308-2320.
[25] ZHANG G L, LU B F, WANG E H, et al.Panax ginseng improves physical recovery and energy utilization on chronic fatigue in rats through the PI3K/AKT/mTOR signalling pathway[J].Pharmaceutical Biology, 2023, 61(1):316-323.
[26] ZHAO R Y, WU R M, JIN J J, et al.Signaling pathways regulated by natural active ingredients in the fight against exercise fatigue-a review[J].Frontiers in Pharmacology, 2023, 14:1269878.
[27] GOUGH L A, SPARKS S A, MCNAUGHTON L R, et al.A critical review of citrulline malate supplementation and exercise performance[J].European Journal of Applied Physiology, 2021, 121(12):3283-3295.
[28] MERZ K E, THURMOND D C.Role of skeletal muscle in insulin resistance and glucose uptake[J].Comprehensive Physiology, 2020, 10(3):785-809.
[29] HARGREAVES M, SPRIET L L.Skeletal muscle energy metabolism during exercise[J].Nature Metabolism, 2020, 2(9):817-828.
[30] SYLOW L, KLEINERT M, RICHTER E A, et al.Exercise-stimulated glucose uptake:Regulation and implications for glycaemic control[J].Nature Reviews Endocrinology, 2017, 13(3):133-148.
[31] RICHTER E A, HARGREAVES M.Exercise, GLUT4, and skeletal muscle glucose uptake[J].Physiological Reviews, 2013, 93(3):993-1017.
[32] GOLDAR S, KHANIANI M S, DERAKHSHAN S M, et al.Molecular mechanisms of apoptosis and roles in cancer development and treatment[J].Asian Pacific Journal of Cancer Prevention, 2015, 16(6):2129-2144.
[33] CLAUSS M, GÉRARD P, MOSCA A, et al.Interplay between exercise and gut microbiome in the context of human health and performance[J].Frontiers in Nutrition, 2021, 8:637010.
[34] TAKAHASHI K, TERASHIMA H, KOHNO K, et al.A stand-alone synbiotic treatment for the prevention of D-lactic acidosis in short bowel syndrome[J].International Surgery, 2013, 98(2):110-113.
[35] LIU Z D, WU Y J, LIU T H, et al.Serotonin regulation in a rat model of exercise-induced chronic fatigue[J].Neuroscience, 2017, 349:27-34.
[36] STOJANOV S, BERLEC A, ŠTRUKELJ B.The influence of probiotics on the firmicutes/bacteroidetes ratio in the treatment of obesity and inflammatory bowel disease[J].Microorganisms, 2020, 8(11):1715.
[37] 刘昊, 张晋芳, 李玥, 等.蓝靛果多酚调控肠道健康缓解小鼠低温运动疲劳研究[J].食品科技, 2024, 49(8):79-88.
LIU H, ZHANG J F, LI Y, et al.Effect of Lonicera caerulea berry polyphenols on regulate intestinal health and relief exercise fatigue of mice in low temperature[J].Food Science and Technology.2024, 49(8):79-88.
[38] XING Y Y, XU Y Q, JIN X, et al.Optimization extraction and characterization of Artemisia ordosica polysaccharide and its beneficial effects on antioxidant function and gut microbiota in rats[J].RSC Advances, 2020, 10(44):26151-26164.
[39] CHEN Y M, WEI L, CHIU Y S, et al.Lactobacillus plantarum TWK10 supplementation improves exercise performance and increases muscle mass in mice[J].Nutrients, 2016, 8(4):205.
[40] LIU W, CROTT J W, LYU L, et al.Diet and genetically-induced obesity produces alterations in the microbiome, inflammation and Wnt pathway in the intestine of apc(+/1638 N) mice:Comparisons and contrasts[J].Journal of Cancer, 2016, 7(13):1780-1790.
[41] JÄGER R, MOHR A E, PUGH J N.Recent advances in clinical probiotic research for sport[J].Current Opinion in Clinical Nutrition and Metabolic Care, 2020, 23(6):428-436.
[42] XIAO C H, FEDIRKO V, BEITLER J, et al.The role of the gut microbiome in cancer-related fatigue:Pilot study on epigenetic mechanisms[J].Supportive Care in Cancer, 2021, 29(6):3173-3182.
[43] SABATER C, IGLESIAS-GUTIÉRREZ E, RUIZ L, et al.Next-generation sequencing of the athletic gut microbiota:A systematic review[J].Microbiome Research Reports, 2023, 2(1):5.
[44] SINGH V, LEE G D, SON H W, et al.Butyrate producers, “The Sentinel of Gut”:Their intestinal significance with and beyond butyrate, and prospective use as microbial therapeutics[J].Frontiers in Microbiology, 2022, 13:1103836.
[45] GUAN L, CAO Z Y, PAN Z Y, et al.Butyrate promotes C2C12 myoblast proliferation by activating ERK/MAPK pathway[J].Molecular Omics, 2023, 19(7):552-559.
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