Comprehensive analysis of cuproptosis-related prognostic gene signature and tumor immune microenvironment in HCC

免疫系统 比例危险模型 肿瘤科 肿瘤微环境 肝细胞癌 单变量 单变量分析 癌症研究 基因 生存分析 内科学 医学 多元分析 生物 多元统计 免疫学 计算机科学 机器学习 生物化学
作者
Haotian Qin,Weibei Sheng,Geng Zhang,Qi Yang,Sen Yao,Yaohang Yue,Peng Zhang,Yuanchao Zhu,Qichang Wang,Yixiao Chen,Hui Zeng,Jian Weng,Fei Yu,Jun Yang
出处
期刊:Frontiers in Genetics [Frontiers Media]
卷期号:14 被引量:7
标识
DOI:10.3389/fgene.2023.1094793
摘要

Background: Copper is an indispensable mineral element involved in many physiological metabolic processes. Cuproptosis is associated with a variety of cancer such as hepatocellular carcinoma (HCC). The objective of this study was to examine the relationships between the expression of cuproptosis-related genes (CRGs) and tumor characteristics, including prognosis and microenvironment of HCC. Methods: The differentially expressed genes (DEGs) between high and low CRGs expression groups in HCC samples were identified, and further were analyzed for functional enrichment analysis. Then, CRGs signature of HCC was constructed and analyzed utilizing LASSO and univariate and multivariate Cox regression analysis. Prognostic values of CRGs signature were evaluated by Kaplan-Meier analysis, independent prognostic analysis and nomograph. The expression of prognostic CRGs was verified by Real-time quantitative PCR (RT-qPCR) in HCC cell lines. In addition, the relationships between prognostic CRGs expression and the immune infiltration, tumor microenvironment, antitumor drugs response and m6A modifications were further explored using a series of algorithms in HCC. Finally, ceRNA regulatory network based on prognostic CRGs was constructed. Results: The DEGs between high and low CRG expression groups in HCC were mainly enriched in focal adhesion and extracellular matrix organization. Besides, we constructed a prognostic model that consists of CDKN2A, DLAT, DLST, GLS, and PDHA1 CRGs for predicting the survival likelihood of HCC patients. And the elevated expression of these five prognostic CRGs was substantially in HCC cell lines and associated with poor prognosis. Moreover, immune score and m6A gene expression were higher in the high CRG expression group of HCC patients. Furthermore, prognostic CRGs have higher mutation rates in HCC, and are significantly correlated with immune cell infiltration, tumor mutational burden, microsatellite instability, and anti-tumor drug sensitivity. Then, eight lncRNA-miRNA-mRNA regulatory axes that affected the progression of HCC were predicted. Conclusion: This study demonstrated that the CRGs signature could effectively evaluate prognosis, tumor immune microenvironment, immunotherapy response and predict lncRNA-miRNA-mRNA regulatory axes in HCC. These findings extend our knowledge of cuproptosis in HCC and may inform novel therapeutic strategies for HCC.

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
hyyyh完成签到,获得积分10
刚刚
刚刚
852应助合适铅笔采纳,获得10
1秒前
壮观的冰双完成签到,获得积分10
1秒前
2秒前
2秒前
3秒前
古夕完成签到,获得积分10
3秒前
期刊编辑完成签到,获得积分10
3秒前
3秒前
pzy完成签到,获得积分10
4秒前
4秒前
5秒前
gm发布了新的文献求助10
5秒前
鲤鱼不二完成签到,获得积分10
5秒前
connieGZ发布了新的文献求助10
6秒前
liu完成签到,获得积分10
6秒前
7秒前
张棒棒发布了新的文献求助10
7秒前
LCC发布了新的文献求助20
7秒前
JohnCZz完成签到,获得积分10
8秒前
KRYSTAL完成签到,获得积分10
8秒前
liya完成签到,获得积分10
8秒前
Catalysis123发布了新的文献求助10
8秒前
0ne222发布了新的文献求助10
8秒前
xiaofeng完成签到,获得积分10
8秒前
9秒前
9秒前
时透发布了新的文献求助10
9秒前
10秒前
杨乃彬完成签到,获得积分10
10秒前
Jasper应助寒冷的断秋采纳,获得10
11秒前
自由无敌完成签到,获得积分10
11秒前
11秒前
研友_n2rbrn发布了新的文献求助10
12秒前
12秒前
北北完成签到,获得积分10
12秒前
涛老三发布了新的文献求助10
13秒前
yyhgyg发布了新的文献求助10
13秒前
月亮发布了新的文献求助10
13秒前
高分求助中
Ideology and Meaning-Making under the Putin Regime 750
Introduction to Industrial/Organizational Psychology 600
Prompt Engineering for Clinicians: Harnessing AI in Everyday Medical Practice 600
Handbook of Luminescence Dating 500
Safety Pharmacology 500
《KNN基无铅压电陶瓷电学性能优化与物理机理研究》 500
Isomerism In Coordination Compounds 400
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 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6935052
求助须知:如何正确求助?哪些是违规求助? 8622008
关于积分的说明 18287524
捐赠科研通 6362247
什么是DOI,文献DOI怎么找? 3075125
关于科研通互助平台的介绍 2112527
邀请新用户注册赠送积分活动 2052572