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Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor
BACKGROUND: Wilms tumor (WT) is a widespread urologic tumor in children. Ferroptosis, on the other hand, is a novel form of cell death associated with tumor development. In this study, we aim to explore the predictability of ferroptosis-related biomarkers in estimating prognosis in WT patients. METH...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8578763/ https://www.ncbi.nlm.nih.gov/pubmed/34765465 http://dx.doi.org/10.21037/tp-21-211 |
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author | Liu, Hengchen Zhang, Mingzhao Zhang, Tingting Shi, Manyu Lu, Wenjun Yang, Shulong Cui, Qingbo Li, Zhaozhu |
author_facet | Liu, Hengchen Zhang, Mingzhao Zhang, Tingting Shi, Manyu Lu, Wenjun Yang, Shulong Cui, Qingbo Li, Zhaozhu |
author_sort | Liu, Hengchen |
collection | PubMed |
description | BACKGROUND: Wilms tumor (WT) is a widespread urologic tumor in children. Ferroptosis, on the other hand, is a novel form of cell death associated with tumor development. In this study, we aim to explore the predictability of ferroptosis-related biomarkers in estimating prognosis in WT patients. METHODS: To determine a link between ferroptosis-related gene expression and WT prognosis, we first collected RNA sequencing data and clinical information, involving 124 WT and 6 healthy tissue samples, from the TARGET database. Next, we screened the collected information for ferroptosis-related long non-coding RNA using Cox regression analysis, and constructed a signature model, as well as a nomogram, related to prognosis. Finally, we explored a potential link between ferroptosis-related lncRNA and tumor immunity and screened for possible immune checkpoints. RESULTS: We constructed a WT prognosis prediction signature containing 12 ferroptosis-related lncRNAs. The area under the curves values, from the ROC curves, predicting overall survival rates at the 1, 3-, and 5-year timepoints were 0.775, 0.867, and 0.891 respectively. Moreover, we generated a nomogram, using clinical features and risk scores, carrying a C-index value of 0.836, which suggested a high predictive value. We also demonstrated significant differences in tumor immunity between low- and high-risk WT patients, particularly in the presence of B cells, NK cells, Th1 cells, Treg cells, inflammation promoting, and type I and II IFN responses. In addition, we showed that immune checkpoints like SIRPA, ICOSLG, LAG3, PVRIG, NECTIN1, and SIRPB2 can serve as potential therapeutic targets for WT. CONCLUSIONS: Based on our analyses, we generated a ferroptosis-related lncRNA signature that can both estimate prognosis of WT patients and may provide basis for future WT therapy. |
format | Online Article Text |
id | pubmed-8578763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-85787632021-11-10 Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor Liu, Hengchen Zhang, Mingzhao Zhang, Tingting Shi, Manyu Lu, Wenjun Yang, Shulong Cui, Qingbo Li, Zhaozhu Transl Pediatr Original Article BACKGROUND: Wilms tumor (WT) is a widespread urologic tumor in children. Ferroptosis, on the other hand, is a novel form of cell death associated with tumor development. In this study, we aim to explore the predictability of ferroptosis-related biomarkers in estimating prognosis in WT patients. METHODS: To determine a link between ferroptosis-related gene expression and WT prognosis, we first collected RNA sequencing data and clinical information, involving 124 WT and 6 healthy tissue samples, from the TARGET database. Next, we screened the collected information for ferroptosis-related long non-coding RNA using Cox regression analysis, and constructed a signature model, as well as a nomogram, related to prognosis. Finally, we explored a potential link between ferroptosis-related lncRNA and tumor immunity and screened for possible immune checkpoints. RESULTS: We constructed a WT prognosis prediction signature containing 12 ferroptosis-related lncRNAs. The area under the curves values, from the ROC curves, predicting overall survival rates at the 1, 3-, and 5-year timepoints were 0.775, 0.867, and 0.891 respectively. Moreover, we generated a nomogram, using clinical features and risk scores, carrying a C-index value of 0.836, which suggested a high predictive value. We also demonstrated significant differences in tumor immunity between low- and high-risk WT patients, particularly in the presence of B cells, NK cells, Th1 cells, Treg cells, inflammation promoting, and type I and II IFN responses. In addition, we showed that immune checkpoints like SIRPA, ICOSLG, LAG3, PVRIG, NECTIN1, and SIRPB2 can serve as potential therapeutic targets for WT. CONCLUSIONS: Based on our analyses, we generated a ferroptosis-related lncRNA signature that can both estimate prognosis of WT patients and may provide basis for future WT therapy. AME Publishing Company 2021-10 /pmc/articles/PMC8578763/ /pubmed/34765465 http://dx.doi.org/10.21037/tp-21-211 Text en 2021 Translational Pediatrics. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Liu, Hengchen Zhang, Mingzhao Zhang, Tingting Shi, Manyu Lu, Wenjun Yang, Shulong Cui, Qingbo Li, Zhaozhu Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor |
title | Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor |
title_full | Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor |
title_fullStr | Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor |
title_full_unstemmed | Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor |
title_short | Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor |
title_sort | identification of a ferroptosis-related lncrna signature with prognosis for wilms tumor |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8578763/ https://www.ncbi.nlm.nih.gov/pubmed/34765465 http://dx.doi.org/10.21037/tp-21-211 |
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