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Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer

Recent studies have demonstrated the biological significance of cuproptosis modification, a newly discovered programmed cell death, in tumor progression. Nonetheless, the potential role of cuproptosis-related genes (CRGs) in the immune landscape and tumor microenvironment (TME) formation of colorect...

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Autores principales: Huang, Hao, Long, Zhiping, Xie, Yilin, Qin, Pei, Kuang, Lei, Li, Xi, Zhao, Yang, Zhang, Xing, Yang, Longkun, Ma, Wancheng, Xiao, Xiang, Liu, Yu, Sun, Xizhuo, Zhang, Ming, Wang, Fan, Hu, Dongsheng, Hu, Fulan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579866/
https://www.ncbi.nlm.nih.gov/pubmed/36276275
http://dx.doi.org/10.1155/2022/5034092
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author Huang, Hao
Long, Zhiping
Xie, Yilin
Qin, Pei
Kuang, Lei
Li, Xi
Zhao, Yang
Zhang, Xing
Yang, Longkun
Ma, Wancheng
Xiao, Xiang
Liu, Yu
Sun, Xizhuo
Zhang, Ming
Wang, Fan
Hu, Dongsheng
Hu, Fulan
author_facet Huang, Hao
Long, Zhiping
Xie, Yilin
Qin, Pei
Kuang, Lei
Li, Xi
Zhao, Yang
Zhang, Xing
Yang, Longkun
Ma, Wancheng
Xiao, Xiang
Liu, Yu
Sun, Xizhuo
Zhang, Ming
Wang, Fan
Hu, Dongsheng
Hu, Fulan
author_sort Huang, Hao
collection PubMed
description Recent studies have demonstrated the biological significance of cuproptosis modification, a newly discovered programmed cell death, in tumor progression. Nonetheless, the potential role of cuproptosis-related genes (CRGs) in the immune landscape and tumor microenvironment (TME) formation of colorectal cancer (CRC) remains unknown. We comprehensively assessed cuproptosis modification patterns of 1339 CRC samples based on 27 CRGs and systematically analyzed the correlation of these patterns with TME. The CRG-score was constructed to quantify cuproptosis characteristics by LASSO and multivariate Cox regression methods, and its predictive capability was validated in an independent cohort. We identified three distinct cuproptosis modification patterns in CRC. The TME immune cell infiltration demonstrated immune heterogeneity among these three subtypes. Enrichment for multiple metabolism signatures was pronounced in cluster A. Cluster C was significantly correlated with the signaling pathways of immune activation-related, resulting in poor prognoses. Cluster B with mixed features possibly represents a transition phenotype or intratumoral heterogeneity. Then, based on constructed eight-gene CRG-score, we found that the signature could predict the disease-free survival of CRC patients, and the low CRG-score was related to increased neoantigen load, immunity activation, and microsatellite instability-high (MSI-H). Additionally, we observed significant correlations of the CRG-score with the cancer stem cell index and chemotherapeutic drug susceptibility. This study demonstrated that cuproptosis was correlated with tumor progression, prognosis, and TME. Our findings may improve the understanding of CRGs in TME infiltration characterization of CRC patients and contribute to guiding more effective clinical therapeutic strategies.
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spelling pubmed-95798662022-10-20 Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer Huang, Hao Long, Zhiping Xie, Yilin Qin, Pei Kuang, Lei Li, Xi Zhao, Yang Zhang, Xing Yang, Longkun Ma, Wancheng Xiao, Xiang Liu, Yu Sun, Xizhuo Zhang, Ming Wang, Fan Hu, Dongsheng Hu, Fulan J Oncol Research Article Recent studies have demonstrated the biological significance of cuproptosis modification, a newly discovered programmed cell death, in tumor progression. Nonetheless, the potential role of cuproptosis-related genes (CRGs) in the immune landscape and tumor microenvironment (TME) formation of colorectal cancer (CRC) remains unknown. We comprehensively assessed cuproptosis modification patterns of 1339 CRC samples based on 27 CRGs and systematically analyzed the correlation of these patterns with TME. The CRG-score was constructed to quantify cuproptosis characteristics by LASSO and multivariate Cox regression methods, and its predictive capability was validated in an independent cohort. We identified three distinct cuproptosis modification patterns in CRC. The TME immune cell infiltration demonstrated immune heterogeneity among these three subtypes. Enrichment for multiple metabolism signatures was pronounced in cluster A. Cluster C was significantly correlated with the signaling pathways of immune activation-related, resulting in poor prognoses. Cluster B with mixed features possibly represents a transition phenotype or intratumoral heterogeneity. Then, based on constructed eight-gene CRG-score, we found that the signature could predict the disease-free survival of CRC patients, and the low CRG-score was related to increased neoantigen load, immunity activation, and microsatellite instability-high (MSI-H). Additionally, we observed significant correlations of the CRG-score with the cancer stem cell index and chemotherapeutic drug susceptibility. This study demonstrated that cuproptosis was correlated with tumor progression, prognosis, and TME. Our findings may improve the understanding of CRGs in TME infiltration characterization of CRC patients and contribute to guiding more effective clinical therapeutic strategies. Hindawi 2022-10-11 /pmc/articles/PMC9579866/ /pubmed/36276275 http://dx.doi.org/10.1155/2022/5034092 Text en Copyright © 2022 Hao Huang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Huang, Hao
Long, Zhiping
Xie, Yilin
Qin, Pei
Kuang, Lei
Li, Xi
Zhao, Yang
Zhang, Xing
Yang, Longkun
Ma, Wancheng
Xiao, Xiang
Liu, Yu
Sun, Xizhuo
Zhang, Ming
Wang, Fan
Hu, Dongsheng
Hu, Fulan
Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer
title Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer
title_full Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer
title_fullStr Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer
title_full_unstemmed Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer
title_short Molecular Subtypes Based on Cuproptosis-Related Genes and Tumor Microenvironment Infiltration Characterization in Colorectal Cancer
title_sort molecular subtypes based on cuproptosis-related genes and tumor microenvironment infiltration characterization in colorectal cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579866/
https://www.ncbi.nlm.nih.gov/pubmed/36276275
http://dx.doi.org/10.1155/2022/5034092
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