Based on network pharmacology and experiments to explore the underlying mechanism of Mahonia bealei (Fortune) Carrière for treating alcoholic hepatocellular carcinoma

小桶 肝细胞癌 医学 接收机工作特性 药理学 生物 计算生物学 癌症研究 内科学 基因本体论 基因 基因表达 遗传学
作者
Nannan Zhang,Yi Zhu,Xuewu Zhang,Kaiping Yang,Xia Yang,Mingyu An,Changlin Tian,Jun Li
出处
期刊:Journal of Ethnopharmacology [Elsevier BV]
卷期号:318: 116919-116919 被引量:4
标识
DOI:10.1016/j.jep.2023.116919
摘要

Mahonia bealei (Fortune) Carrière (M. bealei) is a traditional medicine widely used by the Hmong community in Guizhou. It possesses diverse biological activities and shows promise in cancer treatment; however, contemporary pharmacological research in this area is lacking. This study aimed to investigate the effects and underlying mechanisms of M. bealei on alcoholic hepatocellular carcinoma (HCC). We initially employed the LC-MS/MS method to identify the compounds present in M. bealei serum. Subsequently, its potential targets were predicted using public databases. Bioinformatics and network pharmacology approaches, such as univariate Cox regression and random forest (RF) algorithms, were utilized to identify differentially expressed genes (DEGs) associated with the prognosis of alcoholic HCC. Survival curve and receiver operating characteristic (ROC) analyses were conducted using alcoholic HCC-related data from TCGA and GEO to determine the diagnostic value of the identified DEGs. Molecular docking using the CDOCKER approach based on CHARMm was performed to validate the affinity between the predictive compounds and targets. Additionally, we evaluated the impact of M. bealei on cell proliferation, migration, and conducted western blot assays. The LC-MS/MS approach identified 17 therapeutic components and predicted 483 component-related targets, of which 63 overlapped with alcoholic HCC targets and were considered potential therapeutic targets. GO and KEGG pathway analysis revealed significant associations between the 63 overlapping targets and alcoholic HCC progression. Through various approaches in the Cytoscape 3.9.0 software, we confirmed 9 hub genes (CDK1, CXCR4, DNMT1, ESR1, KIT, PDGFRB, SERPINE1, TOP2A, and TYMS) as core targets. TOP2A and CDK1 genes were identified as advantageous for diagnosing alcoholic HCC using univariate Cox regression, RF, survival curve, and ROC analysis. Molecular docking analysis demonstrated strong binding affinity between key bioactive components cyclamic acid, perfluoroalkyl carboxylic acid, perfluorosulfonic acid, alpha-linolenic acid, adenosine receptor antagonist (CGS 15943), and Prodigiosin and TOP2A and CDK1. In vitro experiments confirmed that M. bealei significantly suppressed cell proliferation and migration of HepG2 cells, while downregulating TOP2A and CDK1 expression. This study highlights the potential of M. bealei as a natural medicine for the treatment of alcoholic HCC. Six compounds (cyclamic acid, perfluoroalkylic carboxylic acids, perfluorosulfonic acid, alpha-linolenic acid, adenosine receptor antagonist (CGS 15943), and Prodigiosin) present in M. bealei serum may exhibit therapeutic effects against alcoholic HCC by downregulating CDK1 and TOP2A expression levels in vitro.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
swinging发布了新的文献求助10
刚刚
小二郎应助泽ze采纳,获得10
刚刚
含蓄的楼房完成签到,获得积分10
2秒前
李爱国应助111111111111采纳,获得10
3秒前
chenyuyuan完成签到,获得积分10
3秒前
zzc20完成签到,获得积分10
3秒前
楚子航发布了新的文献求助10
3秒前
刻苦的元菱完成签到,获得积分10
4秒前
5秒前
淡淡大山完成签到,获得积分20
5秒前
kongkong完成签到,获得积分10
6秒前
6秒前
潇洒的惋清应助花怜采纳,获得10
7秒前
科研通AI6.2应助yinian采纳,获得10
7秒前
张希伦完成签到 ,获得积分10
8秒前
淡淡大山发布了新的文献求助10
9秒前
9秒前
棉花糖发布了新的文献求助10
11秒前
11秒前
Owen应助WWW采纳,获得10
12秒前
swinging完成签到,获得积分10
13秒前
15秒前
mikejefy发布了新的文献求助10
15秒前
bb完成签到,获得积分10
16秒前
qingfeng发布了新的文献求助10
16秒前
汪宇发布了新的文献求助10
18秒前
18秒前
20秒前
情怀应助天选牛马人采纳,获得10
21秒前
22秒前
23秒前
圈地自萌X发布了新的文献求助10
23秒前
djdj放技能发布了新的文献求助10
23秒前
nature预备军完成签到 ,获得积分10
24秒前
24秒前
华仔应助五山第一院士采纳,获得10
25秒前
武丝丝完成签到,获得积分10
26秒前
27秒前
qingfeng完成签到,获得积分10
27秒前
zang发布了新的文献求助10
28秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7262514
求助须知:如何正确求助?哪些是违规求助? 8883811
关于积分的说明 18774847
捐赠科研通 6941578
什么是DOI,文献DOI怎么找? 3202490
关于科研通互助平台的介绍 2375655
邀请新用户注册赠送积分活动 2178242