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Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer
BACKGROUND: Cuproptosis is a newly discovered programmed cell death dependent on overload copper-induced mitochondrial respiration dysregulation. The positive response to immunotherapy, one of the most important treatments for invasive breast cancer, depends on the dynamic balance between tumor cell...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630583/ https://www.ncbi.nlm.nih.gov/pubmed/36341328 http://dx.doi.org/10.3389/fimmu.2022.978909 |
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author | Song, Shaoran Zhang, Miao Xie, Peiling Wang, Shuhong Wang, Yaochun |
author_facet | Song, Shaoran Zhang, Miao Xie, Peiling Wang, Shuhong Wang, Yaochun |
author_sort | Song, Shaoran |
collection | PubMed |
description | BACKGROUND: Cuproptosis is a newly discovered programmed cell death dependent on overload copper-induced mitochondrial respiration dysregulation. The positive response to immunotherapy, one of the most important treatments for invasive breast cancer, depends on the dynamic balance between tumor cells and infiltrating lymphocytes in the tumor microenvironment (TME). However, cuproptosis-related genes (CRGs) in clinical prognosis, immune cell infiltration, and immunotherapy response remain unclear in breast cancer progression. METHODS: The expression and mutation patterns of 12 cuproptosis-related genes were systematically evaluated in the BRCA training group. Through unsupervised clustering analysis and developing a cuproptosis-related scoring system, we further explored the relationship between cuproptosis and breast cancer progression, prognosis, immune cell infiltration, and immunotherapy. RESULTS: We identified two distinct CuproptosisClusters, which were correlated with the different patterns between clinicopathological features, prognosis, and immune cell infiltration. Moreover, the differences of the three cuproptosis-related gene subtypes were evaluated based on the CuproptosisCluster-related DEGs. Then, a cuproptosis-related gene signature (PGK1, SLC52A2, SEC14L2, RAD23B, SLC16A6, CCL5, and MAL2) and the scoring system were constructed to quantify the cuproptosis pattern of BRCA patients in the training cohort, and the testing cohorts validated them. Specifically, patients from the low-CRG_score group were characterized by higher immune cell infiltration, immune checkpoint expression, immune checkpoint inhibitor (ICI) scores, and greater sensitivity to immunotherapy. Finally, we screened out RAD23B as a favorable target and indicated its expression was associated with breast cancer progression, drug resistance, and poor prognosis in BRCA patients by performing real-time RT-PCR, cell viability, and IC50 assay. CONCLUSIONS: Our results confirmed the essential function of cuproptosis in regulating the progression, prognosis, immune cell infiltration, and response to breast cancer immunotherapy. Quantifying cuproptosis patterns and constructing a CRG_score could help explore the potential molecular mechanisms of cuproptosis regulating BRCA advancement and provide more effective immunotherapy and chemotherapy targets. |
format | Online Article Text |
id | pubmed-9630583 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96305832022-11-04 Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer Song, Shaoran Zhang, Miao Xie, Peiling Wang, Shuhong Wang, Yaochun Front Immunol Immunology BACKGROUND: Cuproptosis is a newly discovered programmed cell death dependent on overload copper-induced mitochondrial respiration dysregulation. The positive response to immunotherapy, one of the most important treatments for invasive breast cancer, depends on the dynamic balance between tumor cells and infiltrating lymphocytes in the tumor microenvironment (TME). However, cuproptosis-related genes (CRGs) in clinical prognosis, immune cell infiltration, and immunotherapy response remain unclear in breast cancer progression. METHODS: The expression and mutation patterns of 12 cuproptosis-related genes were systematically evaluated in the BRCA training group. Through unsupervised clustering analysis and developing a cuproptosis-related scoring system, we further explored the relationship between cuproptosis and breast cancer progression, prognosis, immune cell infiltration, and immunotherapy. RESULTS: We identified two distinct CuproptosisClusters, which were correlated with the different patterns between clinicopathological features, prognosis, and immune cell infiltration. Moreover, the differences of the three cuproptosis-related gene subtypes were evaluated based on the CuproptosisCluster-related DEGs. Then, a cuproptosis-related gene signature (PGK1, SLC52A2, SEC14L2, RAD23B, SLC16A6, CCL5, and MAL2) and the scoring system were constructed to quantify the cuproptosis pattern of BRCA patients in the training cohort, and the testing cohorts validated them. Specifically, patients from the low-CRG_score group were characterized by higher immune cell infiltration, immune checkpoint expression, immune checkpoint inhibitor (ICI) scores, and greater sensitivity to immunotherapy. Finally, we screened out RAD23B as a favorable target and indicated its expression was associated with breast cancer progression, drug resistance, and poor prognosis in BRCA patients by performing real-time RT-PCR, cell viability, and IC50 assay. CONCLUSIONS: Our results confirmed the essential function of cuproptosis in regulating the progression, prognosis, immune cell infiltration, and response to breast cancer immunotherapy. Quantifying cuproptosis patterns and constructing a CRG_score could help explore the potential molecular mechanisms of cuproptosis regulating BRCA advancement and provide more effective immunotherapy and chemotherapy targets. Frontiers Media S.A. 2022-10-20 /pmc/articles/PMC9630583/ /pubmed/36341328 http://dx.doi.org/10.3389/fimmu.2022.978909 Text en Copyright © 2022 Song, Zhang, Xie, Wang and Wang 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 | Immunology Song, Shaoran Zhang, Miao Xie, Peiling Wang, Shuhong Wang, Yaochun Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer |
title | Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer |
title_full | Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer |
title_fullStr | Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer |
title_full_unstemmed | Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer |
title_short | Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer |
title_sort | comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630583/ https://www.ncbi.nlm.nih.gov/pubmed/36341328 http://dx.doi.org/10.3389/fimmu.2022.978909 |
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