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Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma

Bladder cancer (BC) is a highly prevalent cancer form of the genitourinary system; however, the effective biomarkers are still ambiguous and deserve deeper investigation. Long non-coding RNA (lncRNA) occupies a prominent position in tumor biology and immunology, and ferroptosis-related genes partici...

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Autores principales: Wang, Yiru, Zhang, Shijie, Bai, Yang, Li, Gen, Wang, Siyu, Chen, Jiayi, Liu, Xin, Yin, Hang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924052/
https://www.ncbi.nlm.nih.gov/pubmed/35309945
http://dx.doi.org/10.3389/fcell.2022.809747
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author Wang, Yiru
Zhang, Shijie
Bai, Yang
Li, Gen
Wang, Siyu
Chen, Jiayi
Liu, Xin
Yin, Hang
author_facet Wang, Yiru
Zhang, Shijie
Bai, Yang
Li, Gen
Wang, Siyu
Chen, Jiayi
Liu, Xin
Yin, Hang
author_sort Wang, Yiru
collection PubMed
description Bladder cancer (BC) is a highly prevalent cancer form of the genitourinary system; however, the effective biomarkers are still ambiguous and deserve deeper investigation. Long non-coding RNA (lncRNA) occupies a prominent position in tumor biology and immunology, and ferroptosis-related genes participate in regulatory processes of cancer. In this study, 538 differentially expressed ferroptosis-related lncRNAs were identified from the The Cancer Genome Atlas database through co-expression method and differential expression analysis. Then, the samples involved were equally and randomly divided into two cohorts for the construction of gene model and accuracy verification. Subsequently, a prediction model containing five ferroptosis-related lncRNAs was constructed by LASSO and Cox regression analysis. Furthermore, in terms of predictive performance, consistent results were achieved in the training set, testing set, and entire set. Kaplan–Meier curve, receiver operating characteristic area under the curve, and principal component analysis results verified the good predictive ability of model, and the gene model was confirmed as an independent prognostic indicator. To further investigate the mechanism, we explored the upstream of five lncRNAs and found that they may be modified by m6A to increase or decrease their expression in BC. Importantly, the low-risk group displayed higher mutation burden of tumors and lower Tumor Immune Dysfunction and Exclusion score, which may be predicted to have a higher response rate to immunotherapy. Interestingly, the patients in the high-risk group appeared to have a higher sensitivity to traditional chemotherapeutic agents through pRRophetic analysis. In general, our research established a five-ferroptosis-related lncRNA signature, which can be served as a promising prognostic biomarker for BC.
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spelling pubmed-89240522022-03-17 Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma Wang, Yiru Zhang, Shijie Bai, Yang Li, Gen Wang, Siyu Chen, Jiayi Liu, Xin Yin, Hang Front Cell Dev Biol Cell and Developmental Biology Bladder cancer (BC) is a highly prevalent cancer form of the genitourinary system; however, the effective biomarkers are still ambiguous and deserve deeper investigation. Long non-coding RNA (lncRNA) occupies a prominent position in tumor biology and immunology, and ferroptosis-related genes participate in regulatory processes of cancer. In this study, 538 differentially expressed ferroptosis-related lncRNAs were identified from the The Cancer Genome Atlas database through co-expression method and differential expression analysis. Then, the samples involved were equally and randomly divided into two cohorts for the construction of gene model and accuracy verification. Subsequently, a prediction model containing five ferroptosis-related lncRNAs was constructed by LASSO and Cox regression analysis. Furthermore, in terms of predictive performance, consistent results were achieved in the training set, testing set, and entire set. Kaplan–Meier curve, receiver operating characteristic area under the curve, and principal component analysis results verified the good predictive ability of model, and the gene model was confirmed as an independent prognostic indicator. To further investigate the mechanism, we explored the upstream of five lncRNAs and found that they may be modified by m6A to increase or decrease their expression in BC. Importantly, the low-risk group displayed higher mutation burden of tumors and lower Tumor Immune Dysfunction and Exclusion score, which may be predicted to have a higher response rate to immunotherapy. Interestingly, the patients in the high-risk group appeared to have a higher sensitivity to traditional chemotherapeutic agents through pRRophetic analysis. In general, our research established a five-ferroptosis-related lncRNA signature, which can be served as a promising prognostic biomarker for BC. Frontiers Media S.A. 2022-03-02 /pmc/articles/PMC8924052/ /pubmed/35309945 http://dx.doi.org/10.3389/fcell.2022.809747 Text en Copyright © 2022 Wang, Zhang, Bai, Li, Wang, Chen, Liu and Yin. 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 Cell and Developmental Biology
Wang, Yiru
Zhang, Shijie
Bai, Yang
Li, Gen
Wang, Siyu
Chen, Jiayi
Liu, Xin
Yin, Hang
Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma
title Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma
title_full Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma
title_fullStr Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma
title_full_unstemmed Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma
title_short Development and Validation of Ferroptosis-Related LncRNA Biomarker in Bladder Carcinoma
title_sort development and validation of ferroptosis-related lncrna biomarker in bladder carcinoma
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924052/
https://www.ncbi.nlm.nih.gov/pubmed/35309945
http://dx.doi.org/10.3389/fcell.2022.809747
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