Cargando…

Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer

The tight relationship between ferroptotic cell death and immune response demonstrated by recent studies enlightened us to detect the underlying roles of ferroptosis-related long noncoding RNAs (frlncRNAs) in the tumor microenvironment of bladder cancer (BCa). We collected 121 ferroptosis regulators...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhou, Ranran, Liang, Jingjing, Tian, Hu, Chen, Qi, Yang, Cheng, Liu, Cundong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238626/
https://www.ncbi.nlm.nih.gov/pubmed/34239619
http://dx.doi.org/10.1155/2021/1031906
_version_ 1783714939069792256
author Zhou, Ranran
Liang, Jingjing
Tian, Hu
Chen, Qi
Yang, Cheng
Liu, Cundong
author_facet Zhou, Ranran
Liang, Jingjing
Tian, Hu
Chen, Qi
Yang, Cheng
Liu, Cundong
author_sort Zhou, Ranran
collection PubMed
description The tight relationship between ferroptotic cell death and immune response demonstrated by recent studies enlightened us to detect the underlying roles of ferroptosis-related long noncoding RNAs (frlncRNAs) in the tumor microenvironment of bladder cancer (BCa). We collected 121 ferroptosis regulators from previous studies. Based on their expression values, 408 cases with BCa were clustered. The patients in different clusters showed diverse immune infiltration, immunotherapy response, and chemotherapy effectiveness, revalidating the tight correlation with ferroptosis and tumor immunity. Through differential, coexpression, Kaplan-Meier, Lasso, and Cox analysis, we developed a 22-lncRNA-pair signature to predict the prognosis of BCa based on gene-pair strategy, where there is no need for definite expression values. The areas under the curves are all over 0.8. The risk model also helped to predict immune infiltration, immunotherapeutic outcomes, and chemotherapy sensitivity. Totally, the prognostic assessment model indicated a promising predictive value, also providing clues for the interaction between ferroptosis and BCa immunity.
format Online
Article
Text
id pubmed-8238626
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-82386262021-07-07 Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer Zhou, Ranran Liang, Jingjing Tian, Hu Chen, Qi Yang, Cheng Liu, Cundong Dis Markers Research Article The tight relationship between ferroptotic cell death and immune response demonstrated by recent studies enlightened us to detect the underlying roles of ferroptosis-related long noncoding RNAs (frlncRNAs) in the tumor microenvironment of bladder cancer (BCa). We collected 121 ferroptosis regulators from previous studies. Based on their expression values, 408 cases with BCa were clustered. The patients in different clusters showed diverse immune infiltration, immunotherapy response, and chemotherapy effectiveness, revalidating the tight correlation with ferroptosis and tumor immunity. Through differential, coexpression, Kaplan-Meier, Lasso, and Cox analysis, we developed a 22-lncRNA-pair signature to predict the prognosis of BCa based on gene-pair strategy, where there is no need for definite expression values. The areas under the curves are all over 0.8. The risk model also helped to predict immune infiltration, immunotherapeutic outcomes, and chemotherapy sensitivity. Totally, the prognostic assessment model indicated a promising predictive value, also providing clues for the interaction between ferroptosis and BCa immunity. Hindawi 2021-06-20 /pmc/articles/PMC8238626/ /pubmed/34239619 http://dx.doi.org/10.1155/2021/1031906 Text en Copyright © 2021 Ranran Zhou 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
Zhou, Ranran
Liang, Jingjing
Tian, Hu
Chen, Qi
Yang, Cheng
Liu, Cundong
Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer
title Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer
title_full Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer
title_fullStr Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer
title_full_unstemmed Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer
title_short Development of a Ferroptosis-Related lncRNA Signature to Predict the Prognosis and Immune Landscape of Bladder Cancer
title_sort development of a ferroptosis-related lncrna signature to predict the prognosis and immune landscape of bladder cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238626/
https://www.ncbi.nlm.nih.gov/pubmed/34239619
http://dx.doi.org/10.1155/2021/1031906
work_keys_str_mv AT zhouranran developmentofaferroptosisrelatedlncrnasignaturetopredicttheprognosisandimmunelandscapeofbladdercancer
AT liangjingjing developmentofaferroptosisrelatedlncrnasignaturetopredicttheprognosisandimmunelandscapeofbladdercancer
AT tianhu developmentofaferroptosisrelatedlncrnasignaturetopredicttheprognosisandimmunelandscapeofbladdercancer
AT chenqi developmentofaferroptosisrelatedlncrnasignaturetopredicttheprognosisandimmunelandscapeofbladdercancer
AT yangcheng developmentofaferroptosisrelatedlncrnasignaturetopredicttheprognosisandimmunelandscapeofbladdercancer
AT liucundong developmentofaferroptosisrelatedlncrnasignaturetopredicttheprognosisandimmunelandscapeofbladdercancer