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Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma
Cuproptosis is a novel form of cell death, correlated with the tricarboxylic acid (TCA) cycle. However, the metabolic features and the benefit of immune checkpoint inhibitor (ICI) therapy based on cuproptosis have not yet been elucidated in Hepatocellular carcinoma (HCC). First, we identified and va...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9513033/ https://www.ncbi.nlm.nih.gov/pubmed/36177029 http://dx.doi.org/10.3389/fimmu.2022.989156 |
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author | Ding, Lei Li, Wei Tu, Jili Cao, Zhixing Li, Jizheng Cao, Haiming Liang, Junjie Liang, Yiming Yu, Qiangfeng Li, Gencong |
author_facet | Ding, Lei Li, Wei Tu, Jili Cao, Zhixing Li, Jizheng Cao, Haiming Liang, Junjie Liang, Yiming Yu, Qiangfeng Li, Gencong |
author_sort | Ding, Lei |
collection | PubMed |
description | Cuproptosis is a novel form of cell death, correlated with the tricarboxylic acid (TCA) cycle. However, the metabolic features and the benefit of immune checkpoint inhibitor (ICI) therapy based on cuproptosis have not yet been elucidated in Hepatocellular carcinoma (HCC). First, we identified and validated three cuproptosis subtypes based on 10 cuproptosis-related genes (CRGs) in HCC patients. We explored the correlation between three cuproptosis subtypes and metabolism-related pathways. Besides, a comprehensive immune analysis of three cuproptosis subtypes was performed. Then, we calculated the cuproptosis-related gene prognostic index (CRGPI) score for predicting prognosis and validated its predictive capability by Decision curve analysis (DCA). We as well explored the benefit of ICI therapy of different CRGPI subgroups in two anti-PD1/PD-L1 therapy cohorts (IMvigor210 cohort and GSE176307). Finally, we performed the ridge regression algorithm to calculate the IC50 value for drug sensitivity and Gene set enrichment analysis (GSEA) analysis to explore the potential mechanism. We found that cluster A presented a higher expression of FDX1 and was correlated with metabolism, glycolysis, and TCA cycle pathways, compared with the other two clusters. HCC patients with high CRGPI scores had a worse OS probability, and we further found that the CRGPI-high group had high expression of PD1/PDL1, TMB, and better response (PR/CR) to immunotherapy in the IMvigor210 cohort and GSE176307. These findings highlight the importance of CRGPI serving as a potential biomarker for both prognostic and immunotherapy for HCC patients. Generally, our results provide novel insights about cuproptosis into immune therapeutic strategies. |
format | Online Article Text |
id | pubmed-9513033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95130332022-09-28 Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma Ding, Lei Li, Wei Tu, Jili Cao, Zhixing Li, Jizheng Cao, Haiming Liang, Junjie Liang, Yiming Yu, Qiangfeng Li, Gencong Front Immunol Immunology Cuproptosis is a novel form of cell death, correlated with the tricarboxylic acid (TCA) cycle. However, the metabolic features and the benefit of immune checkpoint inhibitor (ICI) therapy based on cuproptosis have not yet been elucidated in Hepatocellular carcinoma (HCC). First, we identified and validated three cuproptosis subtypes based on 10 cuproptosis-related genes (CRGs) in HCC patients. We explored the correlation between three cuproptosis subtypes and metabolism-related pathways. Besides, a comprehensive immune analysis of three cuproptosis subtypes was performed. Then, we calculated the cuproptosis-related gene prognostic index (CRGPI) score for predicting prognosis and validated its predictive capability by Decision curve analysis (DCA). We as well explored the benefit of ICI therapy of different CRGPI subgroups in two anti-PD1/PD-L1 therapy cohorts (IMvigor210 cohort and GSE176307). Finally, we performed the ridge regression algorithm to calculate the IC50 value for drug sensitivity and Gene set enrichment analysis (GSEA) analysis to explore the potential mechanism. We found that cluster A presented a higher expression of FDX1 and was correlated with metabolism, glycolysis, and TCA cycle pathways, compared with the other two clusters. HCC patients with high CRGPI scores had a worse OS probability, and we further found that the CRGPI-high group had high expression of PD1/PDL1, TMB, and better response (PR/CR) to immunotherapy in the IMvigor210 cohort and GSE176307. These findings highlight the importance of CRGPI serving as a potential biomarker for both prognostic and immunotherapy for HCC patients. Generally, our results provide novel insights about cuproptosis into immune therapeutic strategies. Frontiers Media S.A. 2022-09-13 /pmc/articles/PMC9513033/ /pubmed/36177029 http://dx.doi.org/10.3389/fimmu.2022.989156 Text en Copyright © 2022 Ding, Li, Tu, Cao, Li, Cao, Liang, Liang, Yu and Li 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 | Immunology Ding, Lei Li, Wei Tu, Jili Cao, Zhixing Li, Jizheng Cao, Haiming Liang, Junjie Liang, Yiming Yu, Qiangfeng Li, Gencong Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma |
title | Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma |
title_full | Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma |
title_fullStr | Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma |
title_full_unstemmed | Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma |
title_short | Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma |
title_sort | identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9513033/ https://www.ncbi.nlm.nih.gov/pubmed/36177029 http://dx.doi.org/10.3389/fimmu.2022.989156 |
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