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A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA
Ferroptosis is an iron-dependent programmed cell death related to the biological process of many kinds of tumors. Long noncoding RNAs (LncRNA) have been found to play essential roles in the tumor, and their functions in the ferroptosis of tumor cells have been partially discovered. However, there is...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9598429/ https://www.ncbi.nlm.nih.gov/pubmed/36313708 http://dx.doi.org/10.3389/fonc.2022.929960 |
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author | Rao, Yamin Zhu, Jinchao Zheng, Haiyan Dong, Wei Lin, Qingyuan |
author_facet | Rao, Yamin Zhu, Jinchao Zheng, Haiyan Dong, Wei Lin, Qingyuan |
author_sort | Rao, Yamin |
collection | PubMed |
description | Ferroptosis is an iron-dependent programmed cell death related to the biological process of many kinds of tumors. Long noncoding RNAs (LncRNA) have been found to play essential roles in the tumor, and their functions in the ferroptosis of tumor cells have been partially discovered. However, there is no summary of ferroptosis-related LncRNA and its functions in melanoma. In the present study, we aim to explore the expression profile of ferroptosis-related LncRNA genes and their value in melanoma prognosis by bioinformatics analysis. The expression of ferroptosis-related gene (FRG) from melanoma clinical data was extracted based on the Cancer Genome Atlas (TCGA) database. By screening the RNA expression data of 472 cases of melanoma and 810 cases of normal skin, eighteen ferroptosis-related differential genes were found to be related to the overall survival rate. Furthermore, 384 ferroptosis-related LncRNAs were discovered through constructing the mRNA-LncRNA co-expression network, and ten of them were found with prognostic significance in melanoma by multivariate Cox analysis. Risk assessment showed that the high expression of LncRNA00520 is associated with poor prognosis, while the increased expression of the other LncRNA is beneficial to the prognosis of patients with melanoma. From univariate and multivariate Cox regression analysis, there were ten ferroptosis-related LncRNA risk models towards to be significant independent prognostic factors for patients with melanoma and valuable predictive factors for overall survival (OS)(P<0.05). The ROC curve further suggested that the risk score has relatively reliable predictive ability (AUC=0.718). The protein level of ferroptosis-related genes was verified by the HPA database and IHC test, leading to the discovery that the expressions of ALOX5, PEBP1, ACSL4, and ZEB1 proteins up-regulated in tumor tissues, and existed differences between tumor tissues and normal tissues. In conclusion, we identified ten ferroptosis-related LncRNA and constructed a prognosis model base. |
format | Online Article Text |
id | pubmed-9598429 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95984292022-10-27 A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA Rao, Yamin Zhu, Jinchao Zheng, Haiyan Dong, Wei Lin, Qingyuan Front Oncol Oncology Ferroptosis is an iron-dependent programmed cell death related to the biological process of many kinds of tumors. Long noncoding RNAs (LncRNA) have been found to play essential roles in the tumor, and their functions in the ferroptosis of tumor cells have been partially discovered. However, there is no summary of ferroptosis-related LncRNA and its functions in melanoma. In the present study, we aim to explore the expression profile of ferroptosis-related LncRNA genes and their value in melanoma prognosis by bioinformatics analysis. The expression of ferroptosis-related gene (FRG) from melanoma clinical data was extracted based on the Cancer Genome Atlas (TCGA) database. By screening the RNA expression data of 472 cases of melanoma and 810 cases of normal skin, eighteen ferroptosis-related differential genes were found to be related to the overall survival rate. Furthermore, 384 ferroptosis-related LncRNAs were discovered through constructing the mRNA-LncRNA co-expression network, and ten of them were found with prognostic significance in melanoma by multivariate Cox analysis. Risk assessment showed that the high expression of LncRNA00520 is associated with poor prognosis, while the increased expression of the other LncRNA is beneficial to the prognosis of patients with melanoma. From univariate and multivariate Cox regression analysis, there were ten ferroptosis-related LncRNA risk models towards to be significant independent prognostic factors for patients with melanoma and valuable predictive factors for overall survival (OS)(P<0.05). The ROC curve further suggested that the risk score has relatively reliable predictive ability (AUC=0.718). The protein level of ferroptosis-related genes was verified by the HPA database and IHC test, leading to the discovery that the expressions of ALOX5, PEBP1, ACSL4, and ZEB1 proteins up-regulated in tumor tissues, and existed differences between tumor tissues and normal tissues. In conclusion, we identified ten ferroptosis-related LncRNA and constructed a prognosis model base. Frontiers Media S.A. 2022-10-12 /pmc/articles/PMC9598429/ /pubmed/36313708 http://dx.doi.org/10.3389/fonc.2022.929960 Text en Copyright © 2022 Rao, Zhu, Zheng, Dong and Lin 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 | Oncology Rao, Yamin Zhu, Jinchao Zheng, Haiyan Dong, Wei Lin, Qingyuan A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA |
title | A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA |
title_full | A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA |
title_fullStr | A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA |
title_full_unstemmed | A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA |
title_short | A novel melanoma prognostic model based on the ferroptosis-related long non-coding RNA |
title_sort | novel melanoma prognostic model based on the ferroptosis-related long non-coding rna |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9598429/ https://www.ncbi.nlm.nih.gov/pubmed/36313708 http://dx.doi.org/10.3389/fonc.2022.929960 |
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