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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...

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Autores principales: Shen, Lijuan, He, Youwu, Fang, Chunhui, Qiu, Haiyan, Chen, Qing, Huang, Fang, Wu, Zhengyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
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.
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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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