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Cuproptosis-associated genes and immune microenvironment characterization in breast cancer
Excess Cu can cause cell death as a cofactor for essential enzymes. The relationship between cuproptosis-associated genes (CAGs) and breast cancer (BR) is not completely investigated. Here, the transcriptome expression and mutation profile data of BR samples from the Cancer Genome Atlas database wer...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9771175/ https://www.ncbi.nlm.nih.gov/pubmed/36550822 http://dx.doi.org/10.1097/MD.0000000000032301 |
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author | Shen, Lijuan He, Youwu Fang, Chunhui Qiu, Haiyan Chen, Qing Huang, Fang Wu, Zhengyuan |
author_facet | Shen, Lijuan He, Youwu Fang, Chunhui Qiu, Haiyan Chen, Qing Huang, Fang Wu, Zhengyuan |
author_sort | Shen, Lijuan |
collection | PubMed |
description | Excess Cu can cause cell death as a cofactor for essential enzymes. The relationship between cuproptosis-associated genes (CAGs) and breast cancer (BR) is not completely investigated. Here, the transcriptome expression and mutation profile data of BR samples from the Cancer Genome Atlas database were retrieved to identify CAGs. Patients with BR were clustered using consensus clustering. A least absolute shrinkage and selection operator analysis was then performed to construct a CAGs risk signature. As a result, all 13 cuproptosis regulators were significantly differentially expressed between BR and normal samples; among them, 9 cuproptosis genes were correlated with prognoses. Patients with BR were separated into 2 clusters that were associated with patient survival, clinical phenotypes, and immune infiltration, Based on the components of cuproptosis. Subsequently, genes differentially expressed between clusters were obtained, and 11 CAGs were ultimately incorporated into the risk signature. Functional analyses revealed that the risk signature correlated with patient outcomes, ER, PR, HER2 expression, and BR IHC subtypes. Additionally, immune microenvironment analyses showed that CAGs-high-risk patients exhibited lower immune cell infiltration and immune functions. Furthermore, high-risk BR patients had higher TMB, lower immune checkpoint expression, higher m6A gene expression, and higher tumor stemness. Finally, the immunophenoscore analysis revealed that the risk signature could potentially predict the immune response in BR and help guide the application of various immunotherapeutic drugs. Overall, the newly constructed CAGs risk signature presented a predictive value for the prognosis and tumor microenvironment of BR patients and can be further used in the guidance of immunotherapy for BR. |
format | Online Article Text |
id | pubmed-9771175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-97711752022-12-22 Cuproptosis-associated genes and immune microenvironment characterization in breast cancer Shen, Lijuan He, Youwu Fang, Chunhui Qiu, Haiyan Chen, Qing Huang, Fang Wu, Zhengyuan Medicine (Baltimore) 5700 Excess Cu can cause cell death as a cofactor for essential enzymes. The relationship between cuproptosis-associated genes (CAGs) and breast cancer (BR) is not completely investigated. Here, the transcriptome expression and mutation profile data of BR samples from the Cancer Genome Atlas database were retrieved to identify CAGs. Patients with BR were clustered using consensus clustering. A least absolute shrinkage and selection operator analysis was then performed to construct a CAGs risk signature. As a result, all 13 cuproptosis regulators were significantly differentially expressed between BR and normal samples; among them, 9 cuproptosis genes were correlated with prognoses. Patients with BR were separated into 2 clusters that were associated with patient survival, clinical phenotypes, and immune infiltration, Based on the components of cuproptosis. Subsequently, genes differentially expressed between clusters were obtained, and 11 CAGs were ultimately incorporated into the risk signature. Functional analyses revealed that the risk signature correlated with patient outcomes, ER, PR, HER2 expression, and BR IHC subtypes. Additionally, immune microenvironment analyses showed that CAGs-high-risk patients exhibited lower immune cell infiltration and immune functions. Furthermore, high-risk BR patients had higher TMB, lower immune checkpoint expression, higher m6A gene expression, and higher tumor stemness. Finally, the immunophenoscore analysis revealed that the risk signature could potentially predict the immune response in BR and help guide the application of various immunotherapeutic drugs. Overall, the newly constructed CAGs risk signature presented a predictive value for the prognosis and tumor microenvironment of BR patients and can be further used in the guidance of immunotherapy for BR. Lippincott Williams & Wilkins 2022-12-16 /pmc/articles/PMC9771175/ /pubmed/36550822 http://dx.doi.org/10.1097/MD.0000000000032301 Text en Copyright © 2022 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | 5700 Shen, Lijuan He, Youwu Fang, Chunhui Qiu, Haiyan Chen, Qing Huang, Fang Wu, Zhengyuan Cuproptosis-associated genes and immune microenvironment characterization in breast cancer |
title | Cuproptosis-associated genes and immune microenvironment characterization in breast cancer |
title_full | Cuproptosis-associated genes and immune microenvironment characterization in breast cancer |
title_fullStr | Cuproptosis-associated genes and immune microenvironment characterization in breast cancer |
title_full_unstemmed | Cuproptosis-associated genes and immune microenvironment characterization in breast cancer |
title_short | Cuproptosis-associated genes and immune microenvironment characterization in breast cancer |
title_sort | cuproptosis-associated genes and immune microenvironment characterization in breast cancer |
topic | 5700 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9771175/ https://www.ncbi.nlm.nih.gov/pubmed/36550822 http://dx.doi.org/10.1097/MD.0000000000032301 |
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