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Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma
BACKGROUND: Copper-induced cell death, or “cuproptosis,” as an apoptotic process, has recently received much attention in human diseases. Recent studies on cuproptosis have provided novel insights into the pathogenesis of various diseases, especially cancers. However, the association between neurobl...
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/PMC10680286/ https://www.ncbi.nlm.nih.gov/pubmed/38012558 http://dx.doi.org/10.1186/s12864-023-09699-2 |
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author | Zhou, Rui Huang, Dongmei Fu, Wen Shu, Fangpeng |
author_facet | Zhou, Rui Huang, Dongmei Fu, Wen Shu, Fangpeng |
author_sort | Zhou, Rui |
collection | PubMed |
description | BACKGROUND: Copper-induced cell death, or “cuproptosis,” as an apoptotic process, has recently received much attention in human diseases. Recent studies on cuproptosis have provided novel insights into the pathogenesis of various diseases, especially cancers. However, the association between neuroblastoma (NB) and cuproptosis in terms of their clinical outcomes, tumorigenesis, and treatment response remains unclear. METHODS: To determine the role of cuproptosis in NB tumorigenesis and progression, this study employed a systematic technique to explore the characteristic patterns of 10 key cuproptosis-related genes (CUGs) in NB. Consensus clustering analysis of the TARGET and GEO databases divided the NB patients into two subgroups that showed different clinicopathological attributes, molecular patterns, survival outcomes, disease-associated pathways, tumor immune microenvironment (TIME) features, and treatment responses. Moreover, a cuproptosis scoring scheme was established, which divided the patients with NB into two groups with high scores and low scores as per the median score. Furthermore, this research developed a nomogram and risk signature on the basis of this cuproptosis score to better elucidate its function in predicting NB prognosis. In vitro experiments were carried out using Transwell Assay, HLECs tube formation assay, Colony formation assay, Western Blotting Assay, Immunohistochemical (IHC) Staining, Immunofluorescence (IF) Staining and Flow Cytometry Analysis. RESULTS: The results demonstrated that the established cuproptosis score and prediction model could effectively distinguish between the individuals in low and high-risk groups and had a high predictive value. Lastly, bioinformatics analysis and in vitro experiments enabled the identification of PDHA1, a key CUG, which was involved in both DNA replication-related pathways and the cell cycle. It was also associated with tumorigenesis and progression of NB. CONCLUSION: Cuproptosis, especially PDHA1, play a crucial role in the TIME characteristics, tumor progression, and long-term prognosis of NB. The patterns of cuproptosis assessed in this research may improve the understanding of the overall concept of NB tumorigenesis, thus facilitating the development of more effective therapeutic interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09699-2. |
format | Online Article Text |
id | pubmed-10680286 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106802862023-11-27 Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma Zhou, Rui Huang, Dongmei Fu, Wen Shu, Fangpeng BMC Genomics Research BACKGROUND: Copper-induced cell death, or “cuproptosis,” as an apoptotic process, has recently received much attention in human diseases. Recent studies on cuproptosis have provided novel insights into the pathogenesis of various diseases, especially cancers. However, the association between neuroblastoma (NB) and cuproptosis in terms of their clinical outcomes, tumorigenesis, and treatment response remains unclear. METHODS: To determine the role of cuproptosis in NB tumorigenesis and progression, this study employed a systematic technique to explore the characteristic patterns of 10 key cuproptosis-related genes (CUGs) in NB. Consensus clustering analysis of the TARGET and GEO databases divided the NB patients into two subgroups that showed different clinicopathological attributes, molecular patterns, survival outcomes, disease-associated pathways, tumor immune microenvironment (TIME) features, and treatment responses. Moreover, a cuproptosis scoring scheme was established, which divided the patients with NB into two groups with high scores and low scores as per the median score. Furthermore, this research developed a nomogram and risk signature on the basis of this cuproptosis score to better elucidate its function in predicting NB prognosis. In vitro experiments were carried out using Transwell Assay, HLECs tube formation assay, Colony formation assay, Western Blotting Assay, Immunohistochemical (IHC) Staining, Immunofluorescence (IF) Staining and Flow Cytometry Analysis. RESULTS: The results demonstrated that the established cuproptosis score and prediction model could effectively distinguish between the individuals in low and high-risk groups and had a high predictive value. Lastly, bioinformatics analysis and in vitro experiments enabled the identification of PDHA1, a key CUG, which was involved in both DNA replication-related pathways and the cell cycle. It was also associated with tumorigenesis and progression of NB. CONCLUSION: Cuproptosis, especially PDHA1, play a crucial role in the TIME characteristics, tumor progression, and long-term prognosis of NB. The patterns of cuproptosis assessed in this research may improve the understanding of the overall concept of NB tumorigenesis, thus facilitating the development of more effective therapeutic interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09699-2. BioMed Central 2023-11-27 /pmc/articles/PMC10680286/ /pubmed/38012558 http://dx.doi.org/10.1186/s12864-023-09699-2 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 Zhou, Rui Huang, Dongmei Fu, Wen Shu, Fangpeng Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma |
title | Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma |
title_full | Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma |
title_fullStr | Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma |
title_full_unstemmed | Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma |
title_short | Comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma |
title_sort | comprehensive exploration of the involvement of cuproptosis in tumorigenesis and progression of neuroblastoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680286/ https://www.ncbi.nlm.nih.gov/pubmed/38012558 http://dx.doi.org/10.1186/s12864-023-09699-2 |
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