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A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy
Background: Copper metabolism plays an important role in the tumor microenvironment, and cuproptosis is the last discovered programmed cell death process. However, the potential mechanism of cuproptosis in regulating the immune microenvironment of HCC remains unclear. Methods: A total of 716 HCC pat...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9556951/ https://www.ncbi.nlm.nih.gov/pubmed/36250008 http://dx.doi.org/10.3389/fmolb.2022.1001788 |
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author | Wang, Xiang-Xu Wu, Li-Hong Ji, Hongchen Liu, Qing-Qing Deng, Shi-Zhou Dou, Qiong-Yi Ai, Liping Pan, Wei Zhang, Hong-Mei |
author_facet | Wang, Xiang-Xu Wu, Li-Hong Ji, Hongchen Liu, Qing-Qing Deng, Shi-Zhou Dou, Qiong-Yi Ai, Liping Pan, Wei Zhang, Hong-Mei |
author_sort | Wang, Xiang-Xu |
collection | PubMed |
description | Background: Copper metabolism plays an important role in the tumor microenvironment, and cuproptosis is the last discovered programmed cell death process. However, the potential mechanism of cuproptosis in regulating the immune microenvironment of HCC remains unclear. Methods: A total of 716 HCC patients with complete mRNA expression and survival information were collected from three public HCC cohorts (TCGA-LIHC cohort, n = 370; GSE76427 cohort, n = 115; ICGC-LIRI cohort, n = 231). The unsupervised clustering analysis (NMF) was performed to identify three different cuproptosis-related subtypes. The univariate-Cox, lasso-Cox and multivariate-Cox regression analyses were performed to screen the cuproptosis related and construct the cuproptosis-related prognosis signature (Cu-PS). The immune cell infiltration was estimated by both CIBERSORT and MCPcounter algorithms. Results: This study identified three distinct cuproptosis-related metabolic patterns, which presented different pathway enrichment and immune cell infiltration. The Cu-PS, a 5-genes (C7, MAGEA6, HK2, CYP26B1 and EPO) signature, was significantly associated with TNM stage, tumor mutational burden (TMB), drugs sensitivity, and immunotherapies response. Conclusion: This study performed a multi-genetic analysis of cuproptosis-related genes and further explored the regulatory mechanism of cuproptosis in HCC. The Cu-PS might be a useful biomarker for predicting immunotherapy response and enhancing the diagnosis and treatment of HCC. |
format | Online Article Text |
id | pubmed-9556951 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95569512022-10-14 A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy Wang, Xiang-Xu Wu, Li-Hong Ji, Hongchen Liu, Qing-Qing Deng, Shi-Zhou Dou, Qiong-Yi Ai, Liping Pan, Wei Zhang, Hong-Mei Front Mol Biosci Molecular Biosciences Background: Copper metabolism plays an important role in the tumor microenvironment, and cuproptosis is the last discovered programmed cell death process. However, the potential mechanism of cuproptosis in regulating the immune microenvironment of HCC remains unclear. Methods: A total of 716 HCC patients with complete mRNA expression and survival information were collected from three public HCC cohorts (TCGA-LIHC cohort, n = 370; GSE76427 cohort, n = 115; ICGC-LIRI cohort, n = 231). The unsupervised clustering analysis (NMF) was performed to identify three different cuproptosis-related subtypes. The univariate-Cox, lasso-Cox and multivariate-Cox regression analyses were performed to screen the cuproptosis related and construct the cuproptosis-related prognosis signature (Cu-PS). The immune cell infiltration was estimated by both CIBERSORT and MCPcounter algorithms. Results: This study identified three distinct cuproptosis-related metabolic patterns, which presented different pathway enrichment and immune cell infiltration. The Cu-PS, a 5-genes (C7, MAGEA6, HK2, CYP26B1 and EPO) signature, was significantly associated with TNM stage, tumor mutational burden (TMB), drugs sensitivity, and immunotherapies response. Conclusion: This study performed a multi-genetic analysis of cuproptosis-related genes and further explored the regulatory mechanism of cuproptosis in HCC. The Cu-PS might be a useful biomarker for predicting immunotherapy response and enhancing the diagnosis and treatment of HCC. Frontiers Media S.A. 2022-09-29 /pmc/articles/PMC9556951/ /pubmed/36250008 http://dx.doi.org/10.3389/fmolb.2022.1001788 Text en Copyright © 2022 Wang, Wu, Ji, Liu, Deng, Dou, Ai, Pan and Zhang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Molecular Biosciences Wang, Xiang-Xu Wu, Li-Hong Ji, Hongchen Liu, Qing-Qing Deng, Shi-Zhou Dou, Qiong-Yi Ai, Liping Pan, Wei Zhang, Hong-Mei A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy |
title | A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy |
title_full | A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy |
title_fullStr | A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy |
title_full_unstemmed | A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy |
title_short | A novel cuproptosis-related prognostic signature and potential value in HCC immunotherapy |
title_sort | novel cuproptosis-related prognostic signature and potential value in hcc immunotherapy |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9556951/ https://www.ncbi.nlm.nih.gov/pubmed/36250008 http://dx.doi.org/10.3389/fmolb.2022.1001788 |
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