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The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis
BACKGROUND: The mechanism of cuproptosis has recently been reported in lipoylated proteins of the tricarboxylic acid (TCA) cycle. Besides, the role of copper was previously recognized in cancer progression. We evaluated the prognostic value of cuproptosis-related gene expression in hepatocellular ca...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9614267/ https://www.ncbi.nlm.nih.gov/pubmed/36313717 http://dx.doi.org/10.3389/fonc.2022.992468 |
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author | Zhao, Xueying Chen, Jin Yin, Shangqi Shi, Jingren Zheng, Mei He, Chaonan Meng, Huan Han, Ying Han, Jinyu Guo, Jingjing Yuan, Zhengrong Wang, Yajie |
author_facet | Zhao, Xueying Chen, Jin Yin, Shangqi Shi, Jingren Zheng, Mei He, Chaonan Meng, Huan Han, Ying Han, Jinyu Guo, Jingjing Yuan, Zhengrong Wang, Yajie |
author_sort | Zhao, Xueying |
collection | PubMed |
description | BACKGROUND: The mechanism of cuproptosis has recently been reported in lipoylated proteins of the tricarboxylic acid (TCA) cycle. Besides, the role of copper was previously recognized in cancer progression. We evaluated the prognostic value of cuproptosis-related gene expression in hepatocellular carcinoma (HCC). METHODS: Remarkable genes were selected both in differential expression analysis and Kaplan-Meier survival analysis from ninety-six cuproptosis-related genes using The Cancer Genome Atlas (TCGA) database. The relationships between clinical characteristics and gene expression were performed with Wilcoxon signed-rank test, Kruskal-Wallis test, and logistic regression. Clinicopathologic factors correlated with overall survival in HCCs conducting univariate and multivariate Cox regression analysis. Gene Expression Profiling Interactive Analysis 2 (GEPIA2) and Human Protein Atlas (HPA) databases were utilized to verify the results. Furthermore, Gene Set Enrichment Analysis (GSEA) identified the potential key pathways that dominate cuproptosis in HCC. RESULTS: Elevated ATP7A, SLC25A3, SCO2, COA6, TMEM199, ATP6AP1, LIPT1, DLAT, PDHA1, MTF1, ACP1, FDX2, NUBP2, CIAPIN1, ISCA2 and NDOR1 expression, as well as declined AOC1, FDX1, MT-CO1, and ACO1 expression were significantly emerged in HCC tumor tissues and were significantly associated with HCCs poor survival. The expressions of screened cuproptosis-related genes were prominently related to clinical features. GSEA analysis reported many key signaling pathways (such as natural killer cell mediated cytotoxicity, TCA cycle, glutathione metabolism, ATP-binding cassette (ABC) transporters, Notch signaling pathway, ErbB signaling pathway, and metabolism of xenobiotics by cytochrome p450) were differentially enriched in HCCs with varying degrees of cuproptosis-related genes expression. CONCLUSIONS: The twenty cuproptosis-related genes might be utilized as new candidate prognostic biomarkers for HCC. |
format | Online Article Text |
id | pubmed-9614267 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96142672022-10-29 The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis Zhao, Xueying Chen, Jin Yin, Shangqi Shi, Jingren Zheng, Mei He, Chaonan Meng, Huan Han, Ying Han, Jinyu Guo, Jingjing Yuan, Zhengrong Wang, Yajie Front Oncol Oncology BACKGROUND: The mechanism of cuproptosis has recently been reported in lipoylated proteins of the tricarboxylic acid (TCA) cycle. Besides, the role of copper was previously recognized in cancer progression. We evaluated the prognostic value of cuproptosis-related gene expression in hepatocellular carcinoma (HCC). METHODS: Remarkable genes were selected both in differential expression analysis and Kaplan-Meier survival analysis from ninety-six cuproptosis-related genes using The Cancer Genome Atlas (TCGA) database. The relationships between clinical characteristics and gene expression were performed with Wilcoxon signed-rank test, Kruskal-Wallis test, and logistic regression. Clinicopathologic factors correlated with overall survival in HCCs conducting univariate and multivariate Cox regression analysis. Gene Expression Profiling Interactive Analysis 2 (GEPIA2) and Human Protein Atlas (HPA) databases were utilized to verify the results. Furthermore, Gene Set Enrichment Analysis (GSEA) identified the potential key pathways that dominate cuproptosis in HCC. RESULTS: Elevated ATP7A, SLC25A3, SCO2, COA6, TMEM199, ATP6AP1, LIPT1, DLAT, PDHA1, MTF1, ACP1, FDX2, NUBP2, CIAPIN1, ISCA2 and NDOR1 expression, as well as declined AOC1, FDX1, MT-CO1, and ACO1 expression were significantly emerged in HCC tumor tissues and were significantly associated with HCCs poor survival. The expressions of screened cuproptosis-related genes were prominently related to clinical features. GSEA analysis reported many key signaling pathways (such as natural killer cell mediated cytotoxicity, TCA cycle, glutathione metabolism, ATP-binding cassette (ABC) transporters, Notch signaling pathway, ErbB signaling pathway, and metabolism of xenobiotics by cytochrome p450) were differentially enriched in HCCs with varying degrees of cuproptosis-related genes expression. CONCLUSIONS: The twenty cuproptosis-related genes might be utilized as new candidate prognostic biomarkers for HCC. Frontiers Media S.A. 2022-10-14 /pmc/articles/PMC9614267/ /pubmed/36313717 http://dx.doi.org/10.3389/fonc.2022.992468 Text en Copyright © 2022 Zhao, Chen, Yin, Shi, Zheng, He, Meng, Han, Han, Guo, Yuan and Wang 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 Zhao, Xueying Chen, Jin Yin, Shangqi Shi, Jingren Zheng, Mei He, Chaonan Meng, Huan Han, Ying Han, Jinyu Guo, Jingjing Yuan, Zhengrong Wang, Yajie The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis |
title | The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis |
title_full | The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis |
title_fullStr | The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis |
title_full_unstemmed | The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis |
title_short | The expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis |
title_sort | expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9614267/ https://www.ncbi.nlm.nih.gov/pubmed/36313717 http://dx.doi.org/10.3389/fonc.2022.992468 |
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