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The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer
BACKGROUND: This study aimed to observe the potential impact of known cuproptosis-related genes (CRGs) on triple negative breast cancer (TNBC) development, as well as their associated molecular mechanisms, immune infiltration mechanisms and potential therapeutic agents. RESULTS: Based on the Cox Pro...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10234018/ https://www.ncbi.nlm.nih.gov/pubmed/37259036 http://dx.doi.org/10.1186/s12859-023-05348-3 |
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author | Shi, Bingye Zhang, Wei Wang, Tao Cui, Zhenyu |
author_facet | Shi, Bingye Zhang, Wei Wang, Tao Cui, Zhenyu |
author_sort | Shi, Bingye |
collection | PubMed |
description | BACKGROUND: This study aimed to observe the potential impact of known cuproptosis-related genes (CRGs) on triple negative breast cancer (TNBC) development, as well as their associated molecular mechanisms, immune infiltration mechanisms and potential therapeutic agents. RESULTS: Based on the Cox Proportional Hazard Model, 11 CRGs may be especially important in TNBC development and progression (considered as the Key-TNBC-CRGs). The expression of several Key-TNBC-CRGs (e.g., ATP7A, PIK3CA, LIAS, and LIPT) are associated with common mutations. The SCNA variation of 11 Key-TNBC-CRGs are related to differences immune infiltration profiles. In particular, depletion of ATP7A, ATP7B, CLS, LIAS, and SCL31A1 and while high amplification of NLRP3 and LIPT2 are correlated with decreased immune infiltration. In our Cox proportional hazards regression model, there is a significant difference in the overall survival between high-risk and low-risk groups. The HR in the high-risk group is 3.891 versus the low-risk group. And this model has a satisfactory performance in Prediction of 5–15-year survival, in particular in the 10-year survival (AUC = 0.836). Finally, we discovered some potential drugs for TNBC treatment based on the strategy of targeting 11 Key-TNBC-CRGs, such as Dasatinib combined with ABT-737, Erastin or Methotrexate, and Docetaxel/Ispinesib combination. CONCLUSION: In conclusion, CRGs may play important roles in TNBC development, and they can impact tumor immune microenvironment and patient survival. The Key-TNBC-CRGs interact mutually and can be influenced by common BC-related mutations. Additionally, we established a 11-gene risk model with a robust performance in prediction of 5–15-year survival. As well, some new drugs are proposed potentially effective in TNBC based on the CRG strategy. |
format | Online Article Text |
id | pubmed-10234018 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102340182023-06-02 The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer Shi, Bingye Zhang, Wei Wang, Tao Cui, Zhenyu BMC Bioinformatics Research BACKGROUND: This study aimed to observe the potential impact of known cuproptosis-related genes (CRGs) on triple negative breast cancer (TNBC) development, as well as their associated molecular mechanisms, immune infiltration mechanisms and potential therapeutic agents. RESULTS: Based on the Cox Proportional Hazard Model, 11 CRGs may be especially important in TNBC development and progression (considered as the Key-TNBC-CRGs). The expression of several Key-TNBC-CRGs (e.g., ATP7A, PIK3CA, LIAS, and LIPT) are associated with common mutations. The SCNA variation of 11 Key-TNBC-CRGs are related to differences immune infiltration profiles. In particular, depletion of ATP7A, ATP7B, CLS, LIAS, and SCL31A1 and while high amplification of NLRP3 and LIPT2 are correlated with decreased immune infiltration. In our Cox proportional hazards regression model, there is a significant difference in the overall survival between high-risk and low-risk groups. The HR in the high-risk group is 3.891 versus the low-risk group. And this model has a satisfactory performance in Prediction of 5–15-year survival, in particular in the 10-year survival (AUC = 0.836). Finally, we discovered some potential drugs for TNBC treatment based on the strategy of targeting 11 Key-TNBC-CRGs, such as Dasatinib combined with ABT-737, Erastin or Methotrexate, and Docetaxel/Ispinesib combination. CONCLUSION: In conclusion, CRGs may play important roles in TNBC development, and they can impact tumor immune microenvironment and patient survival. The Key-TNBC-CRGs interact mutually and can be influenced by common BC-related mutations. Additionally, we established a 11-gene risk model with a robust performance in prediction of 5–15-year survival. As well, some new drugs are proposed potentially effective in TNBC based on the CRG strategy. BioMed Central 2023-05-31 /pmc/articles/PMC10234018/ /pubmed/37259036 http://dx.doi.org/10.1186/s12859-023-05348-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Shi, Bingye Zhang, Wei Wang, Tao Cui, Zhenyu The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer |
title | The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer |
title_full | The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer |
title_fullStr | The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer |
title_full_unstemmed | The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer |
title_short | The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer |
title_sort | therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10234018/ https://www.ncbi.nlm.nih.gov/pubmed/37259036 http://dx.doi.org/10.1186/s12859-023-05348-3 |
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