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Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer
SIMPLE SUMMARY: Cuproptosis is a newly discovered copper-dependent cell death. We aimed to explore the functions of cuproptosis in the tumor microenvironment and construct a cuproptosis-related prognosis signature for survival prediction and immunotherapeutic strategies. We comprehensively analyzed...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9856392/ https://www.ncbi.nlm.nih.gov/pubmed/36672336 http://dx.doi.org/10.3390/cancers15020387 |
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author | He, Rong Zhang, Heping Zhao, Huaxin Yin, Xiaolan Lu, Jingyi Gu, Cheng Gao, Jie Xu, Qing |
author_facet | He, Rong Zhang, Heping Zhao, Huaxin Yin, Xiaolan Lu, Jingyi Gu, Cheng Gao, Jie Xu, Qing |
author_sort | He, Rong |
collection | PubMed |
description | SIMPLE SUMMARY: Cuproptosis is a newly discovered copper-dependent cell death. We aimed to explore the functions of cuproptosis in the tumor microenvironment and construct a cuproptosis-related prognosis signature for survival prediction and immunotherapeutic strategies. We comprehensively analyzed single-cell RNA-seq and bulk RNA-seq data from multiple colorectal cancer cohorts based on TCGA and GEO databases in the current study. The relationship between molecular clusters, clinical outcomes, and immune cell infiltration characteristics associated with cuproptosis was investigated. Considering the heterogeneity of colorectal cancer development, we then established a validated five-gene panel for predicting individual patient prognosis, drug sensitivity, tumor-immune microenvironment, and immunotherapy targets. ABSTRACT: Cuproptosis is a copper-induced form of mitochondrial cell death which is engaged in the proliferation and migration of a variety of tumors. Nevertheless, the role of cuproptosis in tumor microenvironment (TME) remodeling and antitumor therapy is still poorly understood. We characterized two diverse cuproptosis-associated molecular isoforms in CRC which exhibit distinct prognostic and TME characteristics. Subsequently, we constructed a cuproptosis-associated prognostic model containing five genes and divided the patients into a high CPS-score group and a low CPS-score group. Univariate and multivariate Cox analyses showed that the CPS score could be used as an independent prognostic factor. The nomogram, and its consequent calibration curves, indicated that this prognostic signature had good predictive power for CRC. The analysis of single-cell sequencing data showed the significant expression of HES4 and SPHK1 in various immune and stromal (including fibroblasts) cells. Further studies showed that tumor mutational burden (TMB), high microsatellite instability (MSI-H) ratio, immune checkpoint blockade (ICB), and human leukocyte antigen (HLA) gene expression all positively correlated with the CPS score, predicting a better reaction to immunotherapy in high CPS-core patients. The CPS score constructed from cuproptosis subtypes can be used as a predictive tool to evaluate the prognosis of CRC patients and their response to immunotherapy. |
format | Online Article Text |
id | pubmed-9856392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98563922023-01-21 Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer He, Rong Zhang, Heping Zhao, Huaxin Yin, Xiaolan Lu, Jingyi Gu, Cheng Gao, Jie Xu, Qing Cancers (Basel) Article SIMPLE SUMMARY: Cuproptosis is a newly discovered copper-dependent cell death. We aimed to explore the functions of cuproptosis in the tumor microenvironment and construct a cuproptosis-related prognosis signature for survival prediction and immunotherapeutic strategies. We comprehensively analyzed single-cell RNA-seq and bulk RNA-seq data from multiple colorectal cancer cohorts based on TCGA and GEO databases in the current study. The relationship between molecular clusters, clinical outcomes, and immune cell infiltration characteristics associated with cuproptosis was investigated. Considering the heterogeneity of colorectal cancer development, we then established a validated five-gene panel for predicting individual patient prognosis, drug sensitivity, tumor-immune microenvironment, and immunotherapy targets. ABSTRACT: Cuproptosis is a copper-induced form of mitochondrial cell death which is engaged in the proliferation and migration of a variety of tumors. Nevertheless, the role of cuproptosis in tumor microenvironment (TME) remodeling and antitumor therapy is still poorly understood. We characterized two diverse cuproptosis-associated molecular isoforms in CRC which exhibit distinct prognostic and TME characteristics. Subsequently, we constructed a cuproptosis-associated prognostic model containing five genes and divided the patients into a high CPS-score group and a low CPS-score group. Univariate and multivariate Cox analyses showed that the CPS score could be used as an independent prognostic factor. The nomogram, and its consequent calibration curves, indicated that this prognostic signature had good predictive power for CRC. The analysis of single-cell sequencing data showed the significant expression of HES4 and SPHK1 in various immune and stromal (including fibroblasts) cells. Further studies showed that tumor mutational burden (TMB), high microsatellite instability (MSI-H) ratio, immune checkpoint blockade (ICB), and human leukocyte antigen (HLA) gene expression all positively correlated with the CPS score, predicting a better reaction to immunotherapy in high CPS-core patients. The CPS score constructed from cuproptosis subtypes can be used as a predictive tool to evaluate the prognosis of CRC patients and their response to immunotherapy. MDPI 2023-01-06 /pmc/articles/PMC9856392/ /pubmed/36672336 http://dx.doi.org/10.3390/cancers15020387 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article He, Rong Zhang, Heping Zhao, Huaxin Yin, Xiaolan Lu, Jingyi Gu, Cheng Gao, Jie Xu, Qing Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer |
title | Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer |
title_full | Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer |
title_fullStr | Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer |
title_full_unstemmed | Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer |
title_short | Multiomics Analysis Reveals Cuproptosis-Related Signature for Evaluating Prognosis and Immunotherapy Efficacy in Colorectal Cancer |
title_sort | multiomics analysis reveals cuproptosis-related signature for evaluating prognosis and immunotherapy efficacy in colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9856392/ https://www.ncbi.nlm.nih.gov/pubmed/36672336 http://dx.doi.org/10.3390/cancers15020387 |
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