ArticleFrontiers in immunology2023
Integrative analysis revealed that distinct cuprotosis patterns reshaped tumor microenvironment and responses to immunotherapy of colorectal cancer.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 12 citations in OpenAlex.
- Cuproptosis Signature Would Reveal the Acute-Remitting Pattern in Patients with Neuromyelitis Optica Spectrum Disorder.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Fueling Prostate Cancer: The Central Role of Glutamine/Glutamate Metabolic Reprogramming.Asian Pacific journal of cancer prevention : APJCP · 2025Review
- Glucose Metabolic Reprogramming in Colorectal Cancer: From Mechanisms to Targeted Therapy Approaches.Cancer medicine · 2025Review
- Identification of copper metabolism-related subtypes, the development of a prognosis model, and characterization of the immune landscape in colorectal cancer.Discover oncology · 2025Article
- Modulating ovarian cancer progression through FDX1-driven autophagy.NPJ precision oncology · 2025Article
- Trends of Copper Homeostasis in Neoplasms: A Systemic Bibliometric from 2013 to 2023.Biological trace element research · 2025Review
- Prognostic models of immune-related cell death and stress unveil mechanisms driving macrophage phenotypic evolution in colorectal cancer.Journal of translational medicine · 2025Article
- Effect of colorectal cancer stem cells on the development and metastasis of colorectal cancer.World journal of gastrointestinal oncology · 2024Review
- Unveiling the promising anticancer effect of copper-based compounds: a comprehensive review.Journal of cancer research and clinical oncology · 2024Review
- The role of cuproptosis in gastric cancer.Frontiers in immunology · 2024Review
- Targeting copper metabolism: a promising strategy for cancer treatment.Frontiers in pharmacology · 2023Review
- Liver Transplantation for Non-hepatocellular Carcinoma: The Role of Immune Checkpoint Inhibitors.Journal of clinical and experimental hepatologyReview
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Cuprotosis is a novel form of programmed cell death that involves direct targeting of key enzymes in the tricarboxylic acid (TCA) cycle by excess copper and may result in mitochondrial metabolic dysfunction. However, whether cuprotosis may mediate the tumor microenvironment (TME) and immune regulation in colorectal cancer (CRC) remains unclear. Methods: Ten cuprotosis-related genes were selected and unsupervised consensus clustering was performed to identify the cuprotosis patterns and the correlated TME characteristics. Using principal component analysis, a COPsig score was established to quantify cuprotosis patterns in individual patients. The top 9 most important cuprotosis signature genes were analyzed using single-cell transcriptome data. Results: Three distinct cuprotosis patterns were identified. The TME cell infiltration characteristics of three patterns were associated with immune-excluded, immune-desert, and immune-inflamed phenotype, respectively. Based on individual cuprotosis patterns, patients were assigned into high and low COPsig score groups. Patients with a higher COPsig score were characterized by longer overall survival time, lower immune cell as well as stromal infiltration, and greater tumor mutational burden. Moreover, further analysis demonstrated that CRC patients with a higher COPsig score were more likely to respond to immune checkpoint inhibitors and 5-fluorouracil chemotherapy. Single-cell transcriptome analysis indicated that cuprotosis signature genes recruited tumor-associated macrophages to TME through the regulation of TCA and the metabolism of glutamine and fatty acid, thus influencing the prognosis of CRC patients. Conclusion: This study indicated that distinct cuprotosis patterns laid a solid foundation to the explanation of heterogeneity and complexity of individual TME, thus guiding more effective immunotherapy as well as adjuvant chemotherapy strategies.
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