ArticleFrontiers in oncology2022
A novel signature of combing cuproptosis- with ferroptosis-related genes for prediction of prognosis, immunologic therapy responses and drug sensitivity in hepatocellular carcinoma.
Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed, 34 citations in OpenAlex.
- A clinical decision framework for redox-adapted, EMT-high cancers: From ferroptosis resistance to precision therapeutic stratification.Redox biology · 2026Review
- Computational discovery ofFrontiers in immunology · 2026Article
- Integrated transcriptome and single-cell RNA sequencing analysis revealed the prognostic significance of GBP4 in pancreatic adenocarcinoma.Translational oncology · 2025Article
- Identification of a disulfidptosis-correlated ferroptosis prognostic model in breast cancer.Medicine · 2025Article
- Integrated Analysis of Bulk and Single-Cell RNA Sequencing Data Reveal a Novel Prognostic Signature of Combining Cuproptosis- and Ferroptosis-Related Genes in Hepatocellular Carcinoma.International journal of molecular sciences · 2025Article
- Article
- Comprehensive Bioinformatics Analysis Reveals the Role of Shared Cuproptosis- and Ferroptosis-Related DEG DLD in Abdominal Aortic Aneurysm.Journal of cellular and molecular medicine · 2025Article
- Integrating cuproptosis- and ferroptosis-related gene signatures to predict prognosis, immunotherapy response, and drug sensitivity in patients with skin cutaneous melanoma.Frontiers in immunology · 2025Article
- Ferroptosis and cuproptosis in periodontitis: recent biological insights and therapeutic advances.Frontiers in immunology · 2025Review
- Construction and Validation of T-cell Exhaustion-related Gene Signature for Predicting Prognosis in Diffuse Large B-cell Lymphoma.Current pharmaceutical biotechnology · 2025Article
- Overexpression of ZFP69B promotes hepatocellular carcinoma growth by upregulating the expression of TLX1 and TRAPPC9.Cell division · 2024Article
- Article
- The crosstalk between copper-induced oxidative stress and cuproptosis: a novel potential anticancer paradigm.Cell communication and signaling : CCS · 2024Review
- Cuproptosis: unveiling a new frontier in cancer biology and therapeutics.Cell communication and signaling : CCS · 2024Review
- Identification of AURKA as a Biomarker Associated with Cuproptosis and Ferroptosis in HNSCC.International journal of molecular sciences · 2024Article
- Copper metabolism and cuproptosis in human malignancies: Unraveling the complex interplay for therapeutic insights.Heliyon · 2024Review
- Copper Metabolism and Cuproptosis: Molecular Mechanisms and Therapeutic Perspectives in Neurodegenerative Diseases.Current medical science · 2024Review
- Potential molecular and cellular mechanisms of the effects of cuproptosis-related genes in the cardiomyocytes of patients with diabetic heart failure: a bioinformatics analysis.Frontiers in endocrinology · 2024Article
- Potential pathogenic roles of ferroptosis and cuproptosis in cadmium-induced or exacerbated cardiovascular complications in individuals with diabetes.Frontiers in endocrinology · 2024Review
- Identification of cuproptosis and ferroptosis-related subgroups and development of a signature for predicting prognosis and tumor microenvironment landscape in hepatocellular carcinoma.Translational cancer research · 2023Article
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Our study aimed to construct a novel signature (CRFs) of combing cuproptosis-related genes with ferroptosis-related genes for the prediction of the prognosis, responses of immunological therapy, and drug sensitivity of hepatocellular carcinoma (HCC) patients. Methods: The RNA sequencing and corresponding clinical data of patients with HCC were downloaded from The Cancer Genome Atlas (TCGA), International Cancer Genome Consortium (ICGC), GSE76427, GSE144269, GSE140580, Cancer Cell Line Encyclopedia (CCLE), and IMvigor210 cohorts. CRFs was constructed using the least absolute shrinkage and selection operator (LASSO) algorithm. The analyses involved in the prognosis, response to immunologic therapy, efficacy of transcatheter arterial chemoembolization (TACE) therapy, and drug sensitivity were performed. Furthermore, the molecular function, somatic mutation, and stemness analyses were further performed between the low- and high-risk groups, respectively. In this study, the statistical analyses were performed by using the diverse packages of R 4.1.3 software and Cytoscape 3.8.0. Results: CRFs included seven genes (G6PD, NRAS, RRM2, SQSTM1, SRXN1, TXNRD1, and ZFP69B). Multivariate Cox regression analyses demonstrated that CRFs were an independent risk factor for prognosis. In addition, these patients in the high-risk group presented with worse prognoses and a significant state of immunosuppression. Moreover, patients in the high-risk group might achieve greater outcomes after receiving immunologic therapy, while patients in the low-risk group are sensitive to TACE. Furthermore, we discovered that patients in the high-risk group may benefit from the administration of sunitinib. In addition, enhanced mRANsi and tumor mutation burden (TMB) yielded in the high-risk group. Additionally, the functions enriched in the low-risk group differed from those in the other group. Conclusion: In summary, CRFs may be regarded not only as a novel biomarker of worse prognosis, but also as an excellent predictor of immunotherapy response, efficacy of TACE and drug sensitivity in HCC, which is worthy of clinical promotion.
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