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Pan-cancer analyses reveal molecular and clinical characteristics of cuproptosis regulators.

作者信息

Wu Changwu, Tan Jun, Wang Xiangyu, Qin Chaoying, Long Wenyong, Pan Yimin, Li Yuzhe, Liu Qing

机构信息

Department of Neurosurgery, Xiangya Hospital Central-South University Changsha Hunan China.

Department of Neurosurgery, Devision of Experimental Neurosurgery University of Heidelberg Heidelberg Germany.

出版信息

Imeta. 2022 Dec 7;2(1):e68. doi: 10.1002/imt2.68. eCollection 2023 Feb.


DOI:10.1002/imt2.68
PMID:38868340
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10989956/
Abstract

Imbalance in copper homeostasis can be lethal. A recent study found that excess copper induces cell death in a way that has never been characterized before, which is dependent on mitochondrial stress and is referred to as "cuproptosis." The role of cuproptosis in tumors has not yet been elucidated. In this study, we revealed the complex and important roles of cuproptosis regulators and cuproptosis activity in tumors via a comprehensive analysis of multiomics data from more than 10,000 samples of 33 tumor types. We found that the cyclin-dependent kinase inhibitor 2A is the most frequently altered cuproptosis regulator, and the cuproptosis regulator expression is dysregulated in various tumors. Additionally, we developed a cuproptosis activity score to reflect the overall cuproptosis level. On the basis of the expression levels of cuproptosis regulators, tumors can be divided into two clusters with different cuproptosis activities and survival outcomes. Importantly, cuproptosis activity was found to be associated with the prognosis of multiple tumors and multiple tumor-related pathways, including fatty acid metabolism and remodeling of the tumor microenvironment. Furthermore, cuproptosis increased the sensitivity to multiple drugs and exhibited potential to predict the outcome of immunotherapy. We also comprehensively identified cuproptosis-related microRNAs, long noncoding RNAs, and transcription factors. We provided the code corresponding to the results of this study in GitHub (https://github.com/Changwuuu/Cuproptosis-pancancer.git) for reference. In summary, this study reveals important molecular and clinical characteristics of cuproptosis regulators and cuproptosis activity in tumors, and suggests the use of cuproptosis as a promising tumor therapeutic approach. This study provides an important reference point for future cuproptosis-related research.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/6ebeab0e2cc3/IMT2-2-e68-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/badcb4aa7e29/IMT2-2-e68-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/39b3b677068e/IMT2-2-e68-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/26a52b3dbf94/IMT2-2-e68-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/e430eca6ebfe/IMT2-2-e68-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/06d9f6fe107f/IMT2-2-e68-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/b166a5272222/IMT2-2-e68-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/21dca8e8310e/IMT2-2-e68-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/c2e022ccecfb/IMT2-2-e68-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/6ebeab0e2cc3/IMT2-2-e68-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/badcb4aa7e29/IMT2-2-e68-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/39b3b677068e/IMT2-2-e68-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/26a52b3dbf94/IMT2-2-e68-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/e430eca6ebfe/IMT2-2-e68-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/06d9f6fe107f/IMT2-2-e68-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/b166a5272222/IMT2-2-e68-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/21dca8e8310e/IMT2-2-e68-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/c2e022ccecfb/IMT2-2-e68-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fde/10989956/6ebeab0e2cc3/IMT2-2-e68-g006.jpg

相似文献

[1]
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[4]
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[5]
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[8]
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[9]
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[10]
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引用本文的文献

[1]
Targeting cuproptosis in liver cancer: Molecular mechanisms and therapeutic implications.

Apoptosis. 2025-8-7

[2]
Identification of Novel Molecular Panel as Potential Biomarkers of PAN-Gastrointestinal Cancer Screening: Bioinformatics and Experimental Analysis.

Biology (Basel). 2025-7-2

[3]
From mechanism to application: programmed cell death pathways in nanomedicine-driven cancer therapies.

Bioact Mater. 2025-7-1

[4]
Exploring the Role of Immune Cells in Glioma: Causal Associations and Clinical Implications.

Int J Med Sci. 2025-6-12

[5]
CHMP6 as a novel prognostic biomarker in bladder cancer: insights from a comprehensive cell death-related gene risk model.

Front Oncol. 2025-6-24

[6]
Role of the SPI1/CDKN2A/p53 signaling pathway in cuproptosis of lung adenocarcinoma cells.

Oncol Lett. 2025-5-19

[7]
Pan-Cancer Characterization Identifies SLC19A1 as an Unfavorable Prognostic Marker and Associates It with Tumor Infiltration Features.

Biomedicines. 2025-2-25

[8]
Big data analysis and machine learning of the role of cuproptosis-related long non-coding RNAs (CuLncs) in the prognosis and immune landscape of ovarian cancer.

Front Immunol. 2025-2-25

[9]
Aberrant DNA methylation as a key modulator of cell death pathways: insights into cancer progression and other diseases.

Funct Integr Genomics. 2025-3-1

[10]
Biological characterization and clinical significance of cuproptosis-related genes in lung adenocarcinoma.

BMC Pulm Med. 2025-1-11

本文引用的文献

[1]
Complex heatmap visualization.

Imeta. 2022-8-1

[2]
Sangerbox: A comprehensive, interaction-friendly clinical bioinformatics analysis platform.

Imeta. 2022-7-8

[3]
A new gene set identifies senescent cells and predicts senescence-associated pathways across tissues.

Nat Commun. 2022-8-16

[4]
Association of miR-9-5p and NFIC in the progression of gastric cancer.

Hum Exp Toxicol. 2022

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Identification and validation of EMT-immune-related prognostic biomarkers CDKN2A, CMTM8 and ILK in colon cancer.

BMC Gastroenterol. 2022-4-16

[6]
Cuproptosis: a copper-triggered modality of mitochondrial cell death.

Cell Res. 2022-5

[7]
The Cell Cycle-Associated Protein CDKN2A May Promotes Colorectal Cancer Cell Metastasis by Inducing Epithelial-Mesenchymal Transition.

Front Oncol. 2022-3-3

[8]
Copper induces cell death by targeting lipoylated TCA cycle proteins.

Science. 2022-3-18

[9]
Transcription factor NFIC functions as a tumor suppressor in lung squamous cell carcinoma progression by modulating lncRNA CASC2.

Cell Cycle. 2022-1

[10]
Connecting copper and cancer: from transition metal signalling to metalloplasia.

Nat Rev Cancer. 2022-2

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