ArticleCell & bioscience2022
A new thinking: deciphering the aberrance and clinical implication of copper-death signatures in clear cell renal cell carcinoma.
Article in Cell & bioscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.
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Who cites it
43 citing papers in PubMed, 52 citations in OpenAlex.
- Copper Metabolism-Related Cell Death in Kidney Diseases: Molecular Mechanisms, Disease-Specific Evidence, and Translational Implications.International journal of molecular sciences · 2026Review
- Copper homeostasis and cuproptosis: molecular mechanisms and therapeutic opportunities.Molecular biomedicine · 2026Review
- Evaluating the prognostic value of cuproptosis-related genes and characterizing PDE3B's role in gastric cancer: integrative bioinformatics analysis and experimental validation.Journal of gastrointestinal oncology · 2026Article
- Photo- and Immunotherapy Interface: Can Dendritic Cell Vaccines Overcome the Limitations of PDT?Pharmaceutics · 2026Review
- CuAgent provides a RAG-assisted intelligent framework to investigate cuproptosis.Scientific reports · 2026Article
- Cuproptosis in inflammation and cancer: molecular mechanisms and therapeutic targets.Molecular cancer · 2026Review
- Tackling cuproptosis: from metabolic rewiring to therapeutic exploitation in cancer.Cellular & molecular immunology · 2026Review
- Nanomedicine leverages cuproptosis-mediated cGAS-STING activation to enhance antitumor immunity.Journal of nanobiotechnology · 2026Review
- Cuproptosis and prostate cancer: from molecular mechanisms and microenvironment remodeling to precision therapy.Frontiers in oncology · 2026Review
- Ferroptosis and cuproptosis in head and neck squamous cell carcinoma: interconnected mechanisms and therapeutic implications.Frontiers in pharmacology · 2026Review
- Cuproptosis-triggering nanomedicine boosts antitumor immunotherapy.Theranostics · 2026Review
- Identification and validation of prognostic markers for cuproptosis-related macrophage polarization genes in hepatocellular carcinoma.Discover oncology · 2025Article
- Decoding cuproptosis and cuproplasia: implications for therapeutic strategies in renal cell carcinoma.Cell death discovery · 2025Review
- Engineering Inorganic Nanoparticles to Induce Cuproptosis: A New Strategy for Cancer Therapy.Pharmaceutics · 2025Review
- Nanoparticles induced cuproptosis to enhance antitumor immunotherapy.Journal of nanobiotechnology · 2025Review
- The molecular mechanism and therapeutic landscape of copper and cuproptosis in cancer.Signal transduction and targeted therapy · 2025Review
- Targeting cuproptosis for cancer therapy: Focus on the anti-tumor immune system.Cancer pathogenesis and therapy · 2025Review
- Targeting regulated cell death: Apoptosis, necroptosis, pyroptosis, ferroptosis, and cuproptosis in anticancer immunity.Journal of translational internal medicine · 2025Article
- Single-cell atlas of endothelial cells in atherosclerosis: identifying C1 CXCL12+ ECs as key proliferative drivers for immunological precision therapeutics in atherosclerosis.Frontiers in immunology · 2025Article
- Metal-Based Nanomedicines for Inducing Programmed Cell Death to Enhance the Efficacy of Cancer Immunotherapy.International journal of nanomedicine · 2025Review
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
rationaleRecent research has indicated that cuprotosis, or copper induced cell death, is a novel type of cell death that could be utilized as a new weapon for cancer management. However, the characteristics and implications of such signatures in cancers, especially in clear cell renal cell cancer (ccRCC), remain elusive.
methodsExpression, methylation, mutation, clinical information, copy number variation, functional implication, and drug sensitivity data at the pan-cancer level were collected from The Cancer Genome Atlas. An unsupervised clustering algorithm was applied to decipher ccRCC heterogeneity. Immune microenvironment construction, immune therapy response, metabolic pattern, and cancer progression signature between subgroups were also investigated.
resultsCuprotosis related genes were specifically downregulated in various cancer tissues compared with normal tissues and were correlated with hypermethylation and copy number variation. Cuprotosis scores were also dysregulated in tumor tissues, and we found that such a signature could positively regulate oxidative phosphorylation and Myc and negatively regulate epithelial mesenchymal translation and myogenesis pathways. CPCS1 (cuprotosis scores high) and CPCS2 (cuprotosis scores low) in ccRCC displayed distinctive clinical profiles and biological characteristics; the CPCS2 subtype had a higher clinical stage and a worse prognosis and might positively regulate cornification and epidermal cell differentiation to fuel cancer progression. CPCS2 also displayed a higher tumor mutation burden and low tumor stemness index, while it led to a low ICI therapy response and dysfunctional tumor immunity state. The genome-copy numbers of CPCS2, including arm- gain and arm- loss, were higher than those of CPCS1. The prognostic model constructed based on subgroup biomarkers exerted satisfactory performance in both the training and validation cohorts. In addition, overexpression of the copper death activator DLAT suppressed the malignant ability, including cell migration and proliferation, of renal cell lines in vitro and in vivo. Finally, activation of cuprotosis in tumors could enhance antitumor immunity through dsDNA-cGAS-STING signaling in ccRCC.
conclusionThe activation of cuprotosis might function as a promising approach among multiple cancers. The cuprotosis related signatures could reshape tumor immunity in the ccRCC microenvironment via cGAS-STING signal, thus activating tumor antigen-presenting process. Upregulation of DLAT expression in ccRCC cell lines could reactivate the copper death pattern and be treated as a suitable target for ccRCC.
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