目的: 基于数据挖掘和网络药理学方法分析治疗乙肝肝硬化的核心药对及其分子生物学机制。方法: 检索中国知网、万方数据库和维普科技期刊2000年1月至2022年12月所有应用中医药治疗乙肝肝硬化相关的文献,对符合标准的处方进行用药规律的研究,将得出的常用核心药对进行药理分析,预测出活性成分、主要靶点、作用通路等,最后在计算机上采用分子对接技术模拟验证。结果: 筛选出治疗乙肝肝硬化方剂275首,分析得出中药治疗乙肝肝硬化的常用药物有黄芪、丹参等13种,核心组合模式28组,发现槲皮素、木犀草素、山柰酚等成分是核心药对治疗乙肝肝硬化的主要成分,涉及丝氨酸/苏氨酸蛋白激酶1(protein kinase B, AKT1)、肿瘤坏死因子(tumor necrosis factor, TNF)、肿瘤蛋白P53(tumor protein p53, TP53)、白介素-6(Interleukin-6, IL-6)、血管内皮生长因子A(vascular endothelial growth factor A, VEGFA)、半胱氨酸蛋白酶3(Caspase-3, CASP3)等核心靶点和磷脂酰肌醇3-激酶/蛋白激酶(phosphatidylinositol-3-kinase/protein kinase, PI3K/Akt)、TNF、白介素-17(Interleukin-17, IL-17)等信号通路。结论: 乙肝肝硬化的治疗原则是扶正消积,运用数据挖掘得到核心药对“黄芪-丹参”,可以通过干预PI3K-Akt、TNF、IL-17等信号通路发挥调控细胞生长、增殖和存活与炎性反应等作用,从而达到延缓乙肝肝硬化病变进展的目的。
Objective: To analyze the core drug pairs and their molecular biological mechanisms for the treatment of hepatitis B cirrhosis based on data mining and network pharmacology. Methods: Retrieve all the literatures related to the application of traditional Chinese medicine in the treatment of hepatitis B cirrhosis from January 2000 to December 2022 in China National Knowledge Infrastructure, Wanfang Database and VIP Science and Technology Journal, and study the medication rules of the prescriptions that meet the standards. The commonly used core drug pairs were subjected to pharmacological analysis, and the active components, main targets, and action pathways were predicted. Finally, molecular docking technology was used to simulate and verify on the computer. Results: A total of 275 prescriptions for the treatment of hepatitis B cirrhosis were screened. The analysis showed that TCM for the treatment of hepatitis B cirrhosis included 13 kinds of drugs such as Huangqi and Danshen. The core combination mode was 28 groups. Quercetin,Luteolin,Kaempferoland other ingredients were found as the main components of core prescription drugs for the treatment of hepatitis B cirrhosis,involving core targets such as serine/threonine protein kinase 1 (AKT1), tumor necrosis factor (TNF), tumor protein p53 (TP53), interleukin-6 (IL-6), vascular endothelial growth factor A (VEGFA), Caspase-3 (CASP3) and phosphatidylinositol-3-kinase/protein kinase (PI3K/Akt), TNF, interleukin-17 (Interleukin-17). Conclusion: The treatment principle of hepatitis B cirrhosis is to strengthen the body and relieve masses. "Huangqi-Danshen" can play a role in regulating cell growth, proliferation, survival and inflammatory reaction by interfering with PI3K-Akt, TNF, IL-17 and other signal pathways, so as to delay the progression of liver cirrhosis in hepatitis B.
[1] 杨秀珍. 乙肝肝硬化患者施予中西医治疗进展研究[J].中外医疗, 2021, 40(8):192-194.
[2] Chen BD, Wang WW, Xu WY, et al. Serum free light chain is associated with histological activity and cirrhosis in patients with chronic hepatitis B[J]. Int Immunopharmacol, 2021, 99: 107881-107881.
[3] 李守娟, 王丽, 李继科, 等. 疏肝醒脾通络汤联合恩替卡韦治疗肝郁脾虚型慢性乙型肝炎肝硬化的临床观察[J].中医临床研究, 2023, 15(14):91-95.
[4] 陆小丽, 刘华宝, 曹文富. 代偿期乙肝肝硬化中医治疗研究进展[J].中医临床研究, 2021, 13(15):138-140, 148.
[5] 孙润菲, 陈曦, 孙明瑜. 清代以来名中医治疗肝硬化学术思想撷菁[J].辽宁中医药大学学报, 2017, 19(5):99-102.
[6] Ru JL, Li P, Wang JN, et al. TCMSP: a database of systems pharmacology for drug discovery from herbal medicines[J]. Cheminformatics, 2014, 6(1): 1-6.
[7] Stelzer G, Rosen N, Plaschkes I, et al. The GeneCards Suite: from gene data mining to disease genome sequence analyses[J]. Curr Protoc Bioinformatics, 2016, 54(1): 1.30.1-1.30.33.
[8] Amberger JS, Hamosh A. Searching online mendelian inheritance in man (OMIM): A knowledgebase of human genes and genetic phenotypes[J]. Curr Protoc Bioinformatics, 2017, 58(1): 1.2.1-1.2.12.
[9] Piñero J, Ramírez-Anguita JM, Saüch-Pitarch J, et al. The DisGeNET knowledge platform for disease genomics: 2019 update[J]. Nucleic Acids Res, 2020, 48(D1): D845-D855.
[10] Zhang LL, Han L, Wang XM, et al. Exploring the mechanisms underlying the therapeutic effect of Salvia miltiorrhiza on diabetic nephropathy using network pharmacology and molecular docking[J]. Biosci Rep, 2021, 41(6): BSR20203520.
[11] Dennis G, Sherman BT, Hosack DA, et al. DAVID: Database for annotation, visualization, and integrated discovery[J]. Genome Biol, 2003, 4(5): P3.
[12] Trott O, Olson AJ. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization and multithreading [J]. J Comput Chem, 2010, 31(2): 455-461.
[13] Zhong GS.Traditional Chinese medicine[M].北京: 中国中医药出版社, 2016:54-432.
[14] 国家药典委员会.中华人民共和国药典:第一部 [M]. 北京: 中国医学科学出版社, 2020:8-382.
[15] Umesh HR, Ramesh KV, Devaraju KS. Molecular docking studies of phytochemicals against trehalose-6-phosphate phosphatases of pathogenic microbes[J]. Beni Suef Univ J Basic Appl Sci, 2020, 9(3): 701-703.
[16] 陈芳芳, 张文杰, 李静, 等. 肝爽颗粒在慢性乙型肝炎肝硬化中的应用观察[J].中华中医药学刊, 2022, 40(2):231-233.
[17] Zhu CT, Cao H, Zhou XF, et al. Meta-analysis of the clinical value of danshen injection and huangqi injection in liver cirrhosis[J]. Evid Based Complement Alternat Med, 2013, 2013: 842824.
[18] Wang ZD, Zhang Y, Zhang QY, et al. On the core prescriptions and their mechanisms of traditional chinese medicine in hepatitis B, liver cirrhosis, and liver cancer treatment[J]. J Oncol, 2022, 2022: 5300523-5300523.
[19] Wu CT, Deng JS, Huang WC, et al. Salvianolic acid C against acetaminophen-induced acute liver injury by attenuating inflammation, oxidative stress, and apoptosis through inhibition of the Keap1/Nrf2/HO-1 signaling[J]. Oxid Med Cell Longev, 2019, 2019: 9056845.
[20] Casas-Grajales S, Vázquez-Flores LF, Ramos-Tovar E, et al. Quercetin reverses experimental cirrhosis by immunomodulation of the proinflammatory and profibrotic processes[J]. Fundam Clin Pharmacol, 2017, 31(6): 610-624.
[21] Zhao XT, Wang J, Deng Y, et al. Quercetin as a protective agent for liver diseases: A comprehensive descriptive review of the molecular mechanism[J]. Phytother Res, 2021, 35(9): 4727-4747.
[22] Wan X, Huang HC, Wang XP, et al. Euonymus alatus and its monomers alleviate liver fibrosis both in mice and LX2 cells by blocking TβR1-Smad2/3 and TNF-α-NF-κB pathways[J]. Am J Transl Res, 2019, 11(1): 106-119.
[23] Li J, Li XX, Xu WH, et al. Antifibrotic effects of luteolin on hepatic stellate cells and liver fibrosis by targeting AKT/mTOR/p70S6K and TGFβ/Smad signalling pathways[J]. Liver Int, 2015, 35(4): 1222-1233.
[24] Cheng Y, Liu P, Hou TL, et al.Mechanisms of huangqi decoction granules on hepatitis B cirrhosis patients based on RNA-sequencing[J]. Chin J Integr Med, 2019, 25(7): 507-514.
[25] Yu YH, Cui XF, Zhao JJ, et al. Effect of entecavir combined with adefovir dipivoxil on clinical efficacy and TNF-α and IL-6 levels in patients with hepatitis B cirrhosis[J]. J Oncol, 2021: 9162346.
[26] Zhang ZL, Guo M, Li YJ, et al. RNA-binding protein ZFP36/TTP protects against ferroptosis by regulating autophagy signaling pathway in hepatic stellate cells[J]. Autophagy, 2020, 16(8): 1482-1505.
[27] Khemlina G, Ikeda S, Kurzrock R. The biology of Hepatocellular carcinoma: implications for genomic and immune therapies[J]. Mol Cancer, 2017, 16(1): 149.
[28] de Oliveira ARCP, Castanhole-Nunes MMU, Biselli-Chicote PM, et al. Differential expression of angiogenesis-related miRNAs and VEGFA in cirrhosis and hepatocellular carcinoma[J]. Arch Med Sci, 2020, 16(5): 1150-1157.
[29] Wang R, Song FX, Li SN, et al. Salvianolic acid A attenuates CCl4-induced liver fibrosis by regulating the PI3K/AKT/mTOR, Bcl-2/Bax and caspase-3/cleaved caspase-3 signaling pathways[J]. Drug Des Devel Ther, 2019, 13: 1889-1900.
[30] Wang ZQ, Cui XP, Hao GP, et al. Aberrant expression of PI3K/AKT signaling is involved in apoptosis resistance of hepatocellular carcinoma[J]. Open Life Sci, 2021, 16(1): 1037-1044.
[31] Diniz PHC, Silva SDC, Vidigal PVT, et al. Expression of MAPK and PI3K/AKT/mTOR proteins according to the chronic liver disease etiology in hepatocellular carcinoma[J]. J Oncol, 2020, 2020: 4609360-4609360.
[32] Lei Y, Wang QL, Shen L, et al. MicroRNA-101 suppresses liver fibrosis by downregulating PI3K/Akt/mTOR signaling pathway[J]. Clin Res Hepatol Gastroenterol, 2019, 43(5): 575-584.
[33] Wei RD, Liu HD, Chen R, et al. Astragaloside Ⅳ combating liver cirrhosis through the PI3K/Akt/mTOR signaling pathway[J]. Exp Ther Med, 2019, 17(1): 393-397.
[34] Shi MJ, Yan XL, Dong BS, et al. A network pharmacology approach to investigating the mechanism of Tanshinone IIA for the treatment of liver fibrosis[J]. J Ethnopharmacol, 2020, 253(C): 112689.
[35] Paquissi FC. Immunity and Fibrogenesis: The Role of Th17/IL-17 Axis in HBV and HCV-induced chronic hepatitis and progression to cirrhosis[J]. Front Immunol, 2017, 8: 1195.