Bioinformatics combined with network pharmacology and experimental validation to identify key biomarkers of hepatocellular carcinoma and corresponding compounds in Radix Astragali and Pueraria Mirifica.

IF 3.1 4区 医学 Q2 PHARMACOLOGY & PHARMACY Naunyn-Schmiedeberg's archives of pharmacology Pub Date : 2024-11-16 DOI:10.1007/s00210-024-03597-4
Mohan Li, Bang Liu, Minghua Xian, Shumei Wang, Peiyi Liu
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Abstract

The occurrence and death rates of primary hepatocellular carcinoma (HCC) are increasing, and there remains a shortage of effective oral medications with minimal side effects. We aim to identify potential biomarkers and compounds from Radix Astragali (RA) and Pueraria Mirifica (PM) to treat liver cancer and improve prognosis. Differentially expressed genes (DEGs) associated with HCC were identified by bioinformatics analysis of three datasets, GSE112791, GSE101685, and GSE45114. Using public databases to predict the bioactive components and possible targets of RA and PM. Target crossover from Gene Expression Omnibus (GEO) and public databases were used to identify potential biomarkers for HCC. Subsequently, validation and prognostic value analyses were performed using the Gene Expression Profile Interaction Analysis (GEPIA) platform. The Cytoscape software created a network of "compound targets" to pinpoint compounds linked to the biomarkers. Molecular docking techniques were utilized to validate the connection between these compounds and the identified biomarkers. Ultimately, the HepG2 liver cancer cell line was chosen to assess the inhibitory effect of Hederagenin (HDG) and to confirm the expression of ADH1B through Western blot analysis. In this study, four key biomarkers (NR1I2, ADH1B, NQO1, GHR) were identified. Molecular docking showed that these four core targets could form stable conformations with the corresponding compounds. As the drug concentration decreases, the inhibitory effect on HepG2 diminishes, and the survival rate of HepG2 cells significantly declines following the administration of 100 µmol/L HDG. Compared to the control, the expression of ADH1B protein is significantly increased in HepG2 cells treated with 100 µmol/L HDG. The study identified four key biomarkers (ADH1B, GHR, NQO1, NR1I2) that have prognostic ability for HCC. This study provides biomarkers and potential targeted monomeric medicines for treating HCC.

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生物信息学结合网络药理学和实验验证,确定肝细胞癌的关键生物标志物以及黄芪和葛根中的相应化合物。
原发性肝细胞癌(HCC)的发病率和死亡率不断上升,而目前仍然缺乏副作用小的有效口服药物。我们旨在从黄芪(RA)和葛根(PM)中找出潜在的生物标志物和化合物,以治疗肝癌并改善预后。通过对 GSE112791、GSE101685 和 GSE45114 这三个数据集进行生物信息学分析,确定了与 HCC 相关的差异表达基因(DEGs)。利用公共数据库预测 RA 和 PM 的生物活性成分和可能的靶点。利用基因表达总库(GEO)和公共数据库中的靶点交叉来确定潜在的 HCC 生物标志物。随后,利用基因表达谱交互分析(GEPIA)平台进行了验证和预后价值分析。Cytoscape软件创建了一个 "化合物目标 "网络,以确定与生物标记物相关的化合物。利用分子对接技术验证了这些化合物与已确定的生物标志物之间的联系。最终,研究人员选择了 HepG2 肝癌细胞系来评估 Hederagenin(HDG)的抑制作用,并通过 Western 印迹分析确认 ADH1B 的表达。这项研究确定了四个关键生物标志物(NR1I2、ADH1B、NQO1、GHR)。分子对接显示,这四个核心靶标可以与相应的化合物形成稳定的构象。随着药物浓度的降低,对HepG2的抑制作用减弱,给药100 µmol/L HDG后,HepG2细胞的存活率显著下降。与对照组相比,用 100 µmol/L HDG 处理的 HepG2 细胞中 ADH1B 蛋白的表达明显增加。该研究发现了四个关键的生物标志物(ADH1B、GHR、NQO1、NR1I2),它们对HCC具有预后能力。这项研究为治疗 HCC 提供了生物标志物和潜在的单体靶向药物。
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来源期刊
CiteScore
6.20
自引率
5.60%
发文量
142
审稿时长
4-8 weeks
期刊介绍: Naunyn-Schmiedeberg''s Archives of Pharmacology was founded in 1873 by B. Naunyn, O. Schmiedeberg and E. Klebs as Archiv für experimentelle Pathologie und Pharmakologie, is the offical journal of the German Society of Experimental and Clinical Pharmacology and Toxicology (Deutsche Gesellschaft für experimentelle und klinische Pharmakologie und Toxikologie, DGPT) and the Sphingolipid Club. The journal publishes invited reviews, original articles, short communications and meeting reports and appears monthly. Naunyn-Schmiedeberg''s Archives of Pharmacology welcomes manuscripts for consideration of publication that report new and significant information on drug action and toxicity of chemical compounds. Thus, its scope covers all fields of experimental and clinical pharmacology as well as toxicology and includes studies in the fields of neuropharmacology and cardiovascular pharmacology as well as those describing drug actions at the cellular, biochemical and molecular levels. Moreover, submission of clinical trials with healthy volunteers or patients is encouraged. Short communications provide a means for rapid publication of significant findings of current interest that represent a conceptual advance in the field.
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