Screening of Candidate Inflammatory Markers of Epithelial Cells in Hepatocellular Carcinoma Based on Integration Analysis of TCGA/ICGC Databases and Single-cell Sequencing

肝细胞癌 转录组 细胞生长 癌变 细胞 基因表达谱 微阵列分析技术 生物 基因 基因表达 癌症研究 遗传学
作者
Zupin Huang,Zhuokai Li,Xinliang Lv,Wei Tan
出处
期刊:Recent Patents on Anti-cancer Drug Discovery [Bentham Science Publishers]
卷期号:19 被引量:1
标识
DOI:10.2174/0115748928256530240124093759
摘要

Background: Hepatocellular Carcinoma (HCC) is closely linked to inflammatory reactions, with chronic liver diseases acting as major risk factors. In the inflammatory microenvironment, repeated damage and repair of liver cells lead to genetic mutations, abnormal proliferation, and tumorigenesis. Objective: This study aimed to investigate the expression profile of specific cell clusters under inflammatory stimulation in HCC and identify potential therapeutic drugs. Methods: Comprehensive analysis of HCC transcriptome data and single-cell sequencing data from TCGA, ICGC, and GEO databases was conducted to explore the specific molecular mechanisms of epithelial cells. Virtual screening of natural compounds in the ZINC database and in vitro cell experiments were performed to identify drugs that regulate the expression of inflammatory factors in epithelial cells. Results: Analysis of the single-cell dataset revealed cell clusters closely associated with HCC, notably Epithelial cells, Hepatocytes, MSC, and iPS cells, with Epithelial cells playing a pivotal role in HCC development. Further investigation of TCGA data unveiled 83 differentially expressed genes (DEGs) related to inflammatory responses in HCC. Intersection analysis of DEGs in epithelial cells and HCC DEGs identified 12 common DEGs, including ADRM1, ATP2B1, FZD5, GPC3, KIF1B, KLF6, LY6E, MET, NAMPT, SERPINE1, SPHK1, and SRI. Prognostic analysis revealed that CCL7, GPR132, ITGB8, PTAFR, SELL, and VIP were influential in the survival prognosis of HCC. A prognostic model based on the expression levels of these genes demonstrated an increased risk of HCC associated with higher differential expression of inflammatory response genes. Additionally, molecular dynamics simulations indicated that compounds NADH and Deferoxamine formed stable docking models with the inflammatory protein VIP, suggesting their potential as candidates for targeted therapy. Conclusion: Inflammatory factors CCL7, GPR132, ITGB8, PTAFR, SELL, and VIP influence the inflammatory cascade response in HCC epithelial cells, and their expression correlates with the survival prognosis of HCC patients. Interfering with VIP expression effectively suppresses proliferation, migration, and invasion of HCC cells, as well as inhibiting the occurrence of inflammatory cascade reactions, thus slowing down the progression of hepatocellular carcinoma. Furthermore, compounds NADH and Deferoxamine have the potential to target and bind to the inflammatory protein VIP, highlighting their relevance in potential HCC treatment.
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
激情的纲完成签到,获得积分10
刚刚
李健的小迷弟应助桀桀桀采纳,获得10
刚刚
飞云发布了新的文献求助10
刚刚
李禾研完成签到,获得积分10
1秒前
2秒前
健壮的翎完成签到,获得积分10
2秒前
zkq完成签到,获得积分10
3秒前
yuyuxiaoyu给yuyuxiaoyu的求助进行了留言
3秒前
jouholly完成签到,获得积分10
3秒前
Jidekxin完成签到,获得积分20
3秒前
Cherish完成签到,获得积分10
4秒前
感恩的心完成签到,获得积分10
4秒前
4秒前
white完成签到,获得积分10
4秒前
5秒前
5秒前
song发布了新的文献求助10
5秒前
5秒前
学术蝗虫发布了新的文献求助10
7秒前
7秒前
7秒前
lhaoran发布了新的文献求助10
7秒前
7秒前
细腻小蜜蜂完成签到,获得积分20
7秒前
8秒前
路飞发布了新的文献求助10
8秒前
花溪发布了新的文献求助10
9秒前
天天快乐应助刘腾采纳,获得10
9秒前
ding应助有魅力的电脑采纳,获得10
9秒前
Crazy_Runner发布了新的文献求助10
10秒前
俊秀的秀发完成签到 ,获得积分10
11秒前
11秒前
沙漠水发布了新的文献求助10
12秒前
gaoyunfeng发布了新的文献求助10
12秒前
科研通AI5应助猪猪hero采纳,获得10
12秒前
12秒前
152522完成签到,获得积分20
12秒前
科研1发布了新的文献求助10
13秒前
一碘碘Q完成签到,获得积分10
13秒前
搜集达人应助饱满冥茗采纳,获得10
13秒前
高分求助中
Thinking Small and Large 500
Algorithmic Mathematics in Machine Learning 500
Handbook of Innovations in Political Psychology 400
Mapping the Stars: Celebrity, Metonymy, and the Networked Politics of Identity 400
Visceral obesity is associated with clinical and inflammatory features of asthma: A prospective cohort study 300
Getting Published in SSCI Journals: 200+ Questions and Answers for Absolute Beginners 300
Engineering the boosting of the magnetic Purcell factor with a composite structure based on nanodisk and ring resonators 240
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3838196
求助须知:如何正确求助?哪些是违规求助? 3380471
关于积分的说明 10514526
捐赠科研通 3100044
什么是DOI,文献DOI怎么找? 1707291
邀请新用户注册赠送积分活动 821625
科研通“疑难数据库(出版商)”最低求助积分说明 772816