ArticleFrontiers in genetics2022
The cuproptosis-related signature predicts prognosis and indicates immune microenvironment in breast cancer.
Article in Frontiers in genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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41 citing papers in PubMed, 53 citations in OpenAlex.
- Targeting programmed cell death: a novel therapeutic paradigm for cancer based on mode-of-death classification.Apoptosis : an international journal on programmed cell death · 2026Review
- Copper-based nanozymes synergistically enhance Cuproptosis for psoriasis treatment.Materials today. Bio · 2026Article
- A Butyrate Metabolism-Related Gene Signature Predicts Prognosis, Immune Landscape, and Immunotherapy Efficacy in Breast Cancer.Cancer medicine · 2026Article
- Cuproptosis-Related genes as potential core targets for the Diagnosis, Therapy, and prognosis of glioblastoma.Functional & integrative genomics · 2026Article
- Cuproptosis-related gene PROK1 predicts the diagnosis and prognosis of prostate cancer based on multiple machine learning.Journal of Cancer · 2026Article
- Clinically friendly smart hydrogel boosts cuproptosis and PD-L1 upregulation to enhance anti-tumor immunotherapy.Materials today. Bio · 2025Article
- Identification of a PANoptosis-related long noncoding rna risk signature for prognosis and immunology in colon adenocarcinoma.BMC cancer · 2025Article
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- Prognostic models of immune-related cell death and stress unveil mechanisms driving macrophage phenotypic evolution in colorectal cancer.Journal of translational medicine · 2025Article
- Prognostic Role of SETDB2 in Clear Cell Renal Cell Carcinoma: Linking Immune Infiltration, Cuproptosis, and Tumor Suppression.Cancer management and research · 2025Article
- Integrated machine learning based on cuproptosis and RNA methylation regulators to explore the molecular model of prostate cancer and provide novel insights to immunotherapy.Journal of Cancer · 2025Article
- Development of a Novel Lysosomal Gene-based Prognostic Panel and Uncovering EIF4EBP1 as a Biomarker for Breast Cancer.Current genomics · 2025Article
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- Cuproptosis related genes in immune infiltration and treatment of osteoporosis by bioinformatic analysis and machine learning methods.Frontiers in physiology · 2025Article
- Identification of cuproptosis-related genes in Alzheimer's disease based on bioinformatic analysis.European journal of medical research · 2024Article
- The cuproptosis-related gene UBE2D2 functions as an immunotherapeutic and prognostic biomarker in pan-cancer.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2024Article
- Article
- Mechanisms of cuproptosis and its relevance to distinct diseases.Apoptosis : an international journal on programmed cell death · 2024Review
- PDE3B regulates KRT6B and increases the sensitivity of bladder cancer cells to copper ionophores.Naunyn-Schmiedeberg's archives of pharmacology · 2024Article
- Cuproptosis-related gene DLAT is a biomarker of the prognosis and immune microenvironment of gastric cancer and affects the invasion and migration of cells.Cancer medicine · 2024Article
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Authors and funding
16 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Breast cancer (BC) is the most diagnosed cancer in women. Cuproptosis is new regulated cell death, distinct from known death mechanisms and dependent on copper and mitochondrial respiration. However, the comprehensive relationship between cuproptosis and BC is still blank until now. In the present study, we acquired 13 cuproptosis-related regulators (CRRs) from the previous research and downloaded the RNA sequencing data of TCGA-BRCA from the UCSC XENA database. The 13 CRRs were all differently expressed between BC and normal samples. Using consensus clustering based on the five prognostic CRRs, BC patients were classified into two cuproptosis-clusters (C1 and C2). C2 had a significant survival advantage and higher immune infiltration levels than C1. According to the Cox and LASSO regression analyses, a novel cuproptosis-related prognostic signature was developed to predict the prognosis of BC effectively. The high- and low-risk groups were divided based on the risk scores. Kaplan-Meier survival analysis indicated that the high-risk group had shorter overall survival (OS) than the low-risk group in the training, test and entire cohorts. GSEA indicated that the immune-related pathways were significantly enriched in the low-risk group. According to the CIBERSORT and ESTIMATE analyses, patients in the high-risk group had higher infiltrating levels of antitumor lymphocyte cell subpopulations and higher immune score than the low-risk group. The typical immune checkpoints were all elevated in the high-risk group. Furthermore, the high-risk group showed a better immunotherapy response than the low-risk group based on the Tumor Immune Dysfunction and Exclusion (TIDE) and Immunophenoscore (IPS). In conclusion, we identified two cuproptosis-clusters with different prognoses using consensus clustering in BC. We also developed a cuproptosis-related prognostic signature and nomogram, which could indicate the outcome, the tumor immune microenvironment, as well as the response to immunotherapy.
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