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The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients
METHODS: The gene expression data were extracted from the “Therapeutically Applicable Research to Generate Effective Treatments” (TARGET) database. The differentially expressed genes (DEGs) were identified, and the relationships between DEGs and m6A genes were explored. Then, the correlations among...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763491/ https://www.ncbi.nlm.nih.gov/pubmed/35047058 http://dx.doi.org/10.1155/2022/8354932 |
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author | Zhang, Chunyang Ding, Zhaozheng Luo, Hong |
author_facet | Zhang, Chunyang Ding, Zhaozheng Luo, Hong |
author_sort | Zhang, Chunyang |
collection | PubMed |
description | METHODS: The gene expression data were extracted from the “Therapeutically Applicable Research to Generate Effective Treatments” (TARGET) database. The differentially expressed genes (DEGs) were identified, and the relationships between DEGs and m6A genes were explored. Then, the correlations among the m6A genes in neuroblastoma were investigated. Finally, the prognostic role of the m6A genes was studied, and the risk model was constructed. RESULTS: 81 NB patients were extracted from the TARGET database. After comparing the gene expression between unfavorable and favorable outcome groups, 73 DEGs were identified, including 54 downregulated genes and 19 upregulated genes. In NB patients, we found that IGF2BP3, METTL14, and METTL16 are prognostic factors for disease-free survival (DFS) while IGF2BP3, METTL14, and METTL16 are prognostic factors for overall survival (OS). Besides, after the risk model construction, the OS between the two risk groups was drawn (log-rank p = 1.64e − 08, HR = 3.438, 95% CI 2.24-5.278). The 1-, 3-, and 5-year time-dependent receiving operating characteristic (ROC) curves were also illustrated, and the areas under the receiver operating characteristic curves (AUCs) attained 0.75, 0.798, and 0.768, respectively. CONCLUSIONS: IGF2BP3, METTL14, and METTL16 were identified as the significant factors for DFS and OS in NB patients. |
format | Online Article Text |
id | pubmed-8763491 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-87634912022-01-18 The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients Zhang, Chunyang Ding, Zhaozheng Luo, Hong Comput Math Methods Med Research Article METHODS: The gene expression data were extracted from the “Therapeutically Applicable Research to Generate Effective Treatments” (TARGET) database. The differentially expressed genes (DEGs) were identified, and the relationships between DEGs and m6A genes were explored. Then, the correlations among the m6A genes in neuroblastoma were investigated. Finally, the prognostic role of the m6A genes was studied, and the risk model was constructed. RESULTS: 81 NB patients were extracted from the TARGET database. After comparing the gene expression between unfavorable and favorable outcome groups, 73 DEGs were identified, including 54 downregulated genes and 19 upregulated genes. In NB patients, we found that IGF2BP3, METTL14, and METTL16 are prognostic factors for disease-free survival (DFS) while IGF2BP3, METTL14, and METTL16 are prognostic factors for overall survival (OS). Besides, after the risk model construction, the OS between the two risk groups was drawn (log-rank p = 1.64e − 08, HR = 3.438, 95% CI 2.24-5.278). The 1-, 3-, and 5-year time-dependent receiving operating characteristic (ROC) curves were also illustrated, and the areas under the receiver operating characteristic curves (AUCs) attained 0.75, 0.798, and 0.768, respectively. CONCLUSIONS: IGF2BP3, METTL14, and METTL16 were identified as the significant factors for DFS and OS in NB patients. Hindawi 2022-01-10 /pmc/articles/PMC8763491/ /pubmed/35047058 http://dx.doi.org/10.1155/2022/8354932 Text en Copyright © 2022 Chunyang Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Chunyang Ding, Zhaozheng Luo, Hong The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients |
title | The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients |
title_full | The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients |
title_fullStr | The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients |
title_full_unstemmed | The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients |
title_short | The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients |
title_sort | prognostic role of m6a-related genes in paediatric neuroblastoma patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763491/ https://www.ncbi.nlm.nih.gov/pubmed/35047058 http://dx.doi.org/10.1155/2022/8354932 |
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