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Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer
BACKGROUND: Colon cancer is one of the common cancers, and its prognosis remains to be improved. The role of cuproptosis as a newly discovered form of cell death in the development of colon cancer has not been determined. METHODS: Based on 983 colon cancer samples in the TCGA database and the GEO da...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10234596/ https://www.ncbi.nlm.nih.gov/pubmed/37274263 http://dx.doi.org/10.3389/fonc.2023.999193 |
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author | Luo, Hongwei Zhang, Que Liu, Xiangchu Luo, Yue Jiang, Xing Wang, Chao Chen, Bin He, Qiming Zhang, Yingchun Shu, Ou Dai, Penggao He, Chengcheng |
author_facet | Luo, Hongwei Zhang, Que Liu, Xiangchu Luo, Yue Jiang, Xing Wang, Chao Chen, Bin He, Qiming Zhang, Yingchun Shu, Ou Dai, Penggao He, Chengcheng |
author_sort | Luo, Hongwei |
collection | PubMed |
description | BACKGROUND: Colon cancer is one of the common cancers, and its prognosis remains to be improved. The role of cuproptosis as a newly discovered form of cell death in the development of colon cancer has not been determined. METHODS: Based on 983 colon cancer samples in the TCGA database and the GEO database, we performed a comprehensive genomic analysis to explore the molecular subtypes mediated by cuproptosis-related genes. Single-sample gene set enrichment analysis (ssGSEA) was utilized to quantify the relative abundance of each cell infiltrate in the TME. A risk score was established using least absolute shrinkage and selection operator regression (LASSO), and its predictive ability for colon cancer patients was verified to explore its guiding value for treatment. RESULTS: We identified two distinct cuproptosis-related molecular subtypes in colon cancer. These two distinct molecular subtypes can predict clinicopathological features, prognosis, TME activity, and immune-infiltrating cells. A risk model was developed and its predictive ability was verified. Compared with patients in the high-risk score group, patients in the low-risk score group were characterized by lower tumor microenvironment score, higher stem cell activity, lower tumor mutational burden, lower microsatellite instability, higher sensitivity to chemotherapeutics, and better immunotherapy efficacy. CONCLUSION: This study contributes to understanding the molecular characteristics of cuproptosis-related subtypes. We demonstrate a critical role for cuproptosis genes in colon cancer s in the TME. Our study contributes to the development of individualized treatment regimens for colon cancer. |
format | Online Article Text |
id | pubmed-10234596 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102345962023-06-02 Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer Luo, Hongwei Zhang, Que Liu, Xiangchu Luo, Yue Jiang, Xing Wang, Chao Chen, Bin He, Qiming Zhang, Yingchun Shu, Ou Dai, Penggao He, Chengcheng Front Oncol Oncology BACKGROUND: Colon cancer is one of the common cancers, and its prognosis remains to be improved. The role of cuproptosis as a newly discovered form of cell death in the development of colon cancer has not been determined. METHODS: Based on 983 colon cancer samples in the TCGA database and the GEO database, we performed a comprehensive genomic analysis to explore the molecular subtypes mediated by cuproptosis-related genes. Single-sample gene set enrichment analysis (ssGSEA) was utilized to quantify the relative abundance of each cell infiltrate in the TME. A risk score was established using least absolute shrinkage and selection operator regression (LASSO), and its predictive ability for colon cancer patients was verified to explore its guiding value for treatment. RESULTS: We identified two distinct cuproptosis-related molecular subtypes in colon cancer. These two distinct molecular subtypes can predict clinicopathological features, prognosis, TME activity, and immune-infiltrating cells. A risk model was developed and its predictive ability was verified. Compared with patients in the high-risk score group, patients in the low-risk score group were characterized by lower tumor microenvironment score, higher stem cell activity, lower tumor mutational burden, lower microsatellite instability, higher sensitivity to chemotherapeutics, and better immunotherapy efficacy. CONCLUSION: This study contributes to understanding the molecular characteristics of cuproptosis-related subtypes. We demonstrate a critical role for cuproptosis genes in colon cancer s in the TME. Our study contributes to the development of individualized treatment regimens for colon cancer. Frontiers Media S.A. 2023-05-18 /pmc/articles/PMC10234596/ /pubmed/37274263 http://dx.doi.org/10.3389/fonc.2023.999193 Text en Copyright © 2023 Luo, Zhang, Liu, Luo, Jiang, Wang, Chen, He, Zhang, Shu, Dai and He 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 Luo, Hongwei Zhang, Que Liu, Xiangchu Luo, Yue Jiang, Xing Wang, Chao Chen, Bin He, Qiming Zhang, Yingchun Shu, Ou Dai, Penggao He, Chengcheng Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer |
title | Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer |
title_full | Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer |
title_fullStr | Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer |
title_full_unstemmed | Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer |
title_short | Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer |
title_sort | molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10234596/ https://www.ncbi.nlm.nih.gov/pubmed/37274263 http://dx.doi.org/10.3389/fonc.2023.999193 |
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