ArticleFrontiers in immunology2022
Comprehensive investigation into cuproptosis in the characterization of clinical features, molecular characteristics, and immune situations of clear cell renal cell 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 14 papers.
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Who cites it
14 citing papers in PubMed.
- Copper Metabolism-Related Cell Death in Kidney Diseases: Molecular Mechanisms, Disease-Specific Evidence, and Translational Implications.International journal of molecular sciences · 2026Review
- Research progress of cuproptosis, ferroptosis, apoptosis, and autophagy in knee osteoarthritis.Frontiers in cell and developmental biology · 2026Review
- Decoding cuproptosis and cuproplasia: implications for therapeutic strategies in renal cell carcinoma.Cell death discovery · 2025Review
- [Quercetin inhibits proliferation and migration of clear cell renal cell carcinoma cells by regulatingNan fang yi ke da xue xue bao = Journal of Southern Medical University · 2025Article
- Cuproptosis: molecular mechanisms, cancer prognosis, and therapeutic applications.Journal of translational medicine · 2025Review
- Identification of kidney renal clear cell carcinoma prognosis based on gene expression and clinical information.Frontiers in molecular biosciences · 2025Article
- Pan-cancer analysis of oncogenic role of CEP55 and experiment validation in clear cell renal cell carcinoma.Scientific reports · 2024Article
- Mechanisms of cuproptosis and its relevance to distinct diseases.Apoptosis : an international journal on programmed cell death · 2024Review
- Characterization of cuproptosis signature in clear cell renal cell carcinoma by single cell and spatial transcriptome analysis.Discover oncology · 2024Article
- PD1/PD-L1 blockade in clear cell renal cell carcinoma: mechanistic insights, clinical efficacy, and future perspectives.Molecular cancer · 2024Review
- Cuproptosis related gene PDHB is identified as a biomarker inversely associated with the progression of clear cell renal cell carcinoma.BMC cancer · 2023Article
- The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer.BMC bioinformatics · 2023Article
- Article
- Machine learning-based on cytotoxic T lymphocyte evasion gene develops a novel signature to predict prognosis and immunotherapy responses for kidney renal clear cell carcinoma patients.Frontiers in immunology · 2023Article
Corrections and comments
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Authors and funding
9 authors.
Funding
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Abstract
Background: Copper-induced cell death has been widely investigated in human diseases as a form of programmed cell death (PCD). The newly recognized mechanism underlying copper-induced cell death provided us creative insights into the copper-related toxicity in cells, and this form of PCD was termed cuproptosis. Methods: Through consensus clustering analysis, ccRCC patients from TCGA database were classified into different subgroups with distinct cuproptosis-based molecular patterns. Analyses of clinical significance, long-term survival, and immune features were performed on subgroups accordingly. The cuproptosis-based risk signature and nomogram were constructed and validated relying on the ccRCC cohort as well. The cuproptosis scoring system was generated to better characterize ccRCC patients. Finally, Result: Patients from different subgroups displayed diverse clinicopathological features, survival outcomes, tumor microenvironment (TME) characteristics, immune-related score, and therapeutic responses. The prognostic model and cuproptosis score were well validated and proved to efficiently distinguish the high risk/score and low risk/score patients, which revealed the great predictive value. The cuproptosis score also tended out to be intimately associated with the prognosis and immune features of ccRCC patients. Additionally, the hub cuproptosis-associated gene (CAG) FDX1 presented a dysregulated expression pattern in human ccRCC samples, and it was confirmed to effectively promote the killing effects of copper ionophore elesclomol as a direct target. Conclusion: Cuproptosis played an indispensable role in the regulation of TME features, tumor progression, and long-term prognosis of ccRCC.
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