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A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer
Cuproptosis, or copper-induced cell death, has been reported as a novel noncanonical form of cell death in recent times. However, the potential roles of cuproptosis in the alteration of tumor clinicopathological features and the formation of a tumor microenvironment (TME) remain unclear. In this stu...
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/PMC9561547/ https://www.ncbi.nlm.nih.gov/pubmed/36248908 http://dx.doi.org/10.3389/fimmu.2022.940774 |
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author | Zhu, Zhonglin Zhao, Qiuyan Song, Wang Weng, Junyong Li, Shanbao Guo, Tianan Zhu, Congcong Xu, Ye |
author_facet | Zhu, Zhonglin Zhao, Qiuyan Song, Wang Weng, Junyong Li, Shanbao Guo, Tianan Zhu, Congcong Xu, Ye |
author_sort | Zhu, Zhonglin |
collection | PubMed |
description | Cuproptosis, or copper-induced cell death, has been reported as a novel noncanonical form of cell death in recent times. However, the potential roles of cuproptosis in the alteration of tumor clinicopathological features and the formation of a tumor microenvironment (TME) remain unclear. In this study, we comprehensively analyzed the cuproptosis-related molecular patterns of 1,274 colorectal cancer samples based on 16 cuproptosis regulators. The consensus clustering algorithm was conducted to identify cuproptosis-related molecular patterns and gene signatures. The ssGSEA and ESTIMATE algorithms were used to evaluate the enrichment levels of the infiltrated immune cells and tumor immune scores, respectively. The cuproptosis score was established to assess the cuproptosis patterns of individuals with principal component analysis algorithms based on the expression of cuproptosis-related genes. Three distinct cuproptosis patterns were confirmed and demonstrated to be associated with distinguishable biological processes and clinical prognosis. Interestingly, the three cuproptosis patterns were revealed to be consistent with three immune infiltration characterizations: immune-desert, immune-inflamed, and immune-excluded. Enhanced survival, activation of immune cells, and high tumor purity were presented in patients with low cuproptosisScore, implicating the immune-inflamed phenotype. In addition, low scores were linked to high tumor mutation burden, MSI-H and high CTLA4 expression, showing a higher immune cell proportion score (IPS). Taken together, our study revealed a novel cuproptosis-related molecular pattern associated with the TME phenotype. The formation of cuproptosisScore will further strengthen our understanding of the TME feature and instruct a more personalized immunotherapy schedule in colorectal cancer. |
format | Online Article Text |
id | pubmed-9561547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95615472022-10-15 A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer Zhu, Zhonglin Zhao, Qiuyan Song, Wang Weng, Junyong Li, Shanbao Guo, Tianan Zhu, Congcong Xu, Ye Front Immunol Immunology Cuproptosis, or copper-induced cell death, has been reported as a novel noncanonical form of cell death in recent times. However, the potential roles of cuproptosis in the alteration of tumor clinicopathological features and the formation of a tumor microenvironment (TME) remain unclear. In this study, we comprehensively analyzed the cuproptosis-related molecular patterns of 1,274 colorectal cancer samples based on 16 cuproptosis regulators. The consensus clustering algorithm was conducted to identify cuproptosis-related molecular patterns and gene signatures. The ssGSEA and ESTIMATE algorithms were used to evaluate the enrichment levels of the infiltrated immune cells and tumor immune scores, respectively. The cuproptosis score was established to assess the cuproptosis patterns of individuals with principal component analysis algorithms based on the expression of cuproptosis-related genes. Three distinct cuproptosis patterns were confirmed and demonstrated to be associated with distinguishable biological processes and clinical prognosis. Interestingly, the three cuproptosis patterns were revealed to be consistent with three immune infiltration characterizations: immune-desert, immune-inflamed, and immune-excluded. Enhanced survival, activation of immune cells, and high tumor purity were presented in patients with low cuproptosisScore, implicating the immune-inflamed phenotype. In addition, low scores were linked to high tumor mutation burden, MSI-H and high CTLA4 expression, showing a higher immune cell proportion score (IPS). Taken together, our study revealed a novel cuproptosis-related molecular pattern associated with the TME phenotype. The formation of cuproptosisScore will further strengthen our understanding of the TME feature and instruct a more personalized immunotherapy schedule in colorectal cancer. Frontiers Media S.A. 2022-09-30 /pmc/articles/PMC9561547/ /pubmed/36248908 http://dx.doi.org/10.3389/fimmu.2022.940774 Text en Copyright © 2022 Zhu, Zhao, Song, Weng, Li, Guo, Zhu and Xu 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 Zhu, Zhonglin Zhao, Qiuyan Song, Wang Weng, Junyong Li, Shanbao Guo, Tianan Zhu, Congcong Xu, Ye A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer |
title | A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer |
title_full | A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer |
title_fullStr | A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer |
title_full_unstemmed | A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer |
title_short | A novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer |
title_sort | novel cuproptosis-related molecular pattern and its tumor microenvironment characterization in colorectal cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9561547/ https://www.ncbi.nlm.nih.gov/pubmed/36248908 http://dx.doi.org/10.3389/fimmu.2022.940774 |
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