ArticleFrontiers in immunology2022
Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma.
Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- The role of copper and cuproptosis in digestive system cancers: novel therapeutic strategies and mechanistic insights.Cancer biology & therapy · 2026Review
- RNF216 as a Promising Biomarker for Prognosis, Immunotherapy, and Chemotherapy in LIHC: A Comprehensive Pan-Cancer Analysis and Experimental Validation.Journal of Cancer · 2026Article
- Systematic analysis identifies CDKN2A as a prognostic biomarker for hepatocellular carcinoma.Discover oncology · 2025Article
- Cuproplasia and cuproptosis in hepatocellular carcinoma: mechanisms, relationship and potential role in tumor microenvironment and treatment.Cancer cell international · 2025Review
- Identification of diagnostic markers pyrodeath-related genes in non-alcoholic fatty liver disease based on machine learning and experiment validation.Scientific reports · 2024Article
- Article
- From bioinformatics to clinical applications: a novel prognostic model of cuproptosis-related genes based on single-cell RNA sequencing data in hepatocellular carcinoma.BMC immunology · 2024Article
- FDX1 downregulation activates mitophagy and the PI3K/AKT signaling pathway to promote hepatocellular carcinoma progression by inducing ROS production.Redox biology · 2024Article
- Mechanisms of cuproptosis and its relevance to distinct diseases.Apoptosis : an international journal on programmed cell death · 2024Review
- The Role of Cuproptosis Key Factor FDX1 in Gastric Cancer.Current pharmaceutical biotechnology · 2024Article
- Cuproptosis-Related Biomarkers and Characterization of Immune Infiltration in Sepsis.Journal of inflammation research · 2024Article
- Systematic analysis based on the cuproptosis-related genes identifies ferredoxin 1 as an immune regulator and therapeutic target for glioblastoma.BMC cancer · 2023Article
- Copper homeostasis and cuproptosis in tumor pathogenesis and therapeutic strategies.Frontiers in pharmacology · 2023Review
- Editorial: Advances in brain tumors diagnosis and treatment.Frontiers in medicine · 2023Article
- Integrated analysis to identify the prognostic and immunotherapeutic roles of coagulation-associated gene signature in clear cell renal cell carcinoma.Frontiers in immunology · 2023Article
- A novel prognostic scoring model based on copper homeostasis and cuproptosis which indicates changes in tumor microenvironment and affects treatment response.Frontiers in pharmacology · 2023Article
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Authors and funding
10 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Cuproptosis is a novel form of cell death, correlated with the tricarboxylic acid (TCA) cycle. However, the metabolic features and the benefit of immune checkpoint inhibitor (ICI) therapy based on cuproptosis have not yet been elucidated in Hepatocellular carcinoma (HCC). First, we identified and validated three cuproptosis subtypes based on 10 cuproptosis-related genes (CRGs) in HCC patients. We explored the correlation between three cuproptosis subtypes and metabolism-related pathways. Besides, a comprehensive immune analysis of three cuproptosis subtypes was performed. Then, we calculated the cuproptosis-related gene prognostic index (CRGPI) score for predicting prognosis and validated its predictive capability by Decision curve analysis (DCA). We as well explored the benefit of ICI therapy of different CRGPI subgroups in two anti-PD1/PD-L1 therapy cohorts (IMvigor210 cohort and GSE176307). Finally, we performed the ridge regression algorithm to calculate the IC50 value for drug sensitivity and Gene set enrichment analysis (GSEA) analysis to explore the potential mechanism. We found that cluster A presented a higher expression of FDX1 and was correlated with metabolism, glycolysis, and TCA cycle pathways, compared with the other two clusters. HCC patients with high CRGPI scores had a worse OS probability, and we further found that the CRGPI-high group had high expression of PD1/PDL1, TMB, and better response (PR/CR) to immunotherapy in the IMvigor210 cohort and GSE176307. These findings highlight the importance of CRGPI serving as a potential biomarker for both prognostic and immunotherapy for HCC patients. Generally, our results provide novel insights about cuproptosis into immune therapeutic strategies.
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