Cargando…

Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis

Cuproptosis represents a novel copper-dependent regulated cell death, distinct from other known cell death processes. In this report, a comprehensive analysis of cuproptosis in hepatocellular carcinoma (HCC) was conducted using multi-omics including genomics, bulk RNA-seq, single cell RNA-seq and pr...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Xinqiang, Jiang, Peng, Li, Ruixia, Wu, Bin, Zhao, Kai, Li, Shipeng, Cai, Jinzhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666696/
https://www.ncbi.nlm.nih.gov/pubmed/36408192
http://dx.doi.org/10.3389/fonc.2022.1009036
_version_ 1784831565999636480
author Li, Xinqiang
Jiang, Peng
Li, Ruixia
Wu, Bin
Zhao, Kai
Li, Shipeng
Cai, Jinzhen
author_facet Li, Xinqiang
Jiang, Peng
Li, Ruixia
Wu, Bin
Zhao, Kai
Li, Shipeng
Cai, Jinzhen
author_sort Li, Xinqiang
collection PubMed
description Cuproptosis represents a novel copper-dependent regulated cell death, distinct from other known cell death processes. In this report, a comprehensive analysis of cuproptosis in hepatocellular carcinoma (HCC) was conducted using multi-omics including genomics, bulk RNA-seq, single cell RNA-seq and proteomics. ATP7A, PDHA1 and DLST comprised the top 3 mutation genes in The Cancer Genome Atlas (TCGA)-LIHC; 9 cuproptosis-related genes showed significant, independent prognostic values. Cuproptosis-related hepatocytes were identified and their function were evaluated in single cell assays. Based on cuproptosis-related gene expressions, two immune patterns were found, with the cuproptosis-C1 subtype identified as a cytotoxic immune pattern, while the cuproptosis-C2 subtype was identified as a regulatory immune pattern. Cuproptosis-C2 was associated with a number of pathways involving tumorigenesis. A prognosis model based on differentially expressed genes (DEGs) of cuproptosis patterns was constructed and validated. We established a cuproptosis index (CPI) and further performed an analysis of its clinical relevance. High CPI values were associated with increased levels of alpha-fetoprotein (AFP) and advanced tumor stages. Taken together, this comprehensive analysis provides important, new insights into cuproptosis mechanisms associated with human HCC.
format Online
Article
Text
id pubmed-9666696
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-96666962022-11-17 Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis Li, Xinqiang Jiang, Peng Li, Ruixia Wu, Bin Zhao, Kai Li, Shipeng Cai, Jinzhen Front Oncol Oncology Cuproptosis represents a novel copper-dependent regulated cell death, distinct from other known cell death processes. In this report, a comprehensive analysis of cuproptosis in hepatocellular carcinoma (HCC) was conducted using multi-omics including genomics, bulk RNA-seq, single cell RNA-seq and proteomics. ATP7A, PDHA1 and DLST comprised the top 3 mutation genes in The Cancer Genome Atlas (TCGA)-LIHC; 9 cuproptosis-related genes showed significant, independent prognostic values. Cuproptosis-related hepatocytes were identified and their function were evaluated in single cell assays. Based on cuproptosis-related gene expressions, two immune patterns were found, with the cuproptosis-C1 subtype identified as a cytotoxic immune pattern, while the cuproptosis-C2 subtype was identified as a regulatory immune pattern. Cuproptosis-C2 was associated with a number of pathways involving tumorigenesis. A prognosis model based on differentially expressed genes (DEGs) of cuproptosis patterns was constructed and validated. We established a cuproptosis index (CPI) and further performed an analysis of its clinical relevance. High CPI values were associated with increased levels of alpha-fetoprotein (AFP) and advanced tumor stages. Taken together, this comprehensive analysis provides important, new insights into cuproptosis mechanisms associated with human HCC. Frontiers Media S.A. 2022-11-02 /pmc/articles/PMC9666696/ /pubmed/36408192 http://dx.doi.org/10.3389/fonc.2022.1009036 Text en Copyright © 2022 Li, Jiang, Li, Wu, Zhao, Li and Cai 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 Oncology
Li, Xinqiang
Jiang, Peng
Li, Ruixia
Wu, Bin
Zhao, Kai
Li, Shipeng
Cai, Jinzhen
Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis
title Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis
title_full Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis
title_fullStr Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis
title_full_unstemmed Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis
title_short Analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive HCC landscape and the immune patterns of cuproptosis
title_sort analysis of cuproptosis in hepatocellular carcinoma using multi-omics reveals a comprehensive hcc landscape and the immune patterns of cuproptosis
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666696/
https://www.ncbi.nlm.nih.gov/pubmed/36408192
http://dx.doi.org/10.3389/fonc.2022.1009036
work_keys_str_mv AT lixinqiang analysisofcuproptosisinhepatocellularcarcinomausingmultiomicsrevealsacomprehensivehcclandscapeandtheimmunepatternsofcuproptosis
AT jiangpeng analysisofcuproptosisinhepatocellularcarcinomausingmultiomicsrevealsacomprehensivehcclandscapeandtheimmunepatternsofcuproptosis
AT liruixia analysisofcuproptosisinhepatocellularcarcinomausingmultiomicsrevealsacomprehensivehcclandscapeandtheimmunepatternsofcuproptosis
AT wubin analysisofcuproptosisinhepatocellularcarcinomausingmultiomicsrevealsacomprehensivehcclandscapeandtheimmunepatternsofcuproptosis
AT zhaokai analysisofcuproptosisinhepatocellularcarcinomausingmultiomicsrevealsacomprehensivehcclandscapeandtheimmunepatternsofcuproptosis
AT lishipeng analysisofcuproptosisinhepatocellularcarcinomausingmultiomicsrevealsacomprehensivehcclandscapeandtheimmunepatternsofcuproptosis
AT caijinzhen analysisofcuproptosisinhepatocellularcarcinomausingmultiomicsrevealsacomprehensivehcclandscapeandtheimmunepatternsofcuproptosis