Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Xiang-Xu, Wu, Li-Hong, Ji, Hongchen, Liu, Qing-Qing, Deng, Shi-Zhou, Dou, Qiong-Yi, Ai, Liping, Pan, Wei, Zhang, Hong-Mei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784807191018995712
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
work_keys_str_mv AT wangxiangxu anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT wulihong anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT jihongchen anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT liuqingqing anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT dengshizhou anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT douqiongyi anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT ailiping anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT panwei anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT zhanghongmei anovelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT wangxiangxu novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT wulihong novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT jihongchen novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT liuqingqing novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT dengshizhou novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT douqiongyi novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT ailiping novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT panwei novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy
AT zhanghongmei novelcuproptosisrelatedprognosticsignatureandpotentialvalueinhccimmunotherapy