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Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma
Long non-coding RNAs (lncRNAs) have been reported to be prognostic factors for cancer. Ferroptosis is an iron-dependent process of programmed cell death. Here, we established a ferroptosis-related lncRNA (frlncRNA) pair signature and revealed its prognostic value in colon adenocarcinoma (COAD) by an...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8544324/ https://www.ncbi.nlm.nih.gov/pubmed/34610581 http://dx.doi.org/10.18632/aging.203599 |
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author | Li, Hong Liu, Lili Huang, Tianyi Jin, Ming Zheng, Zhen Zhang, Hui Ye, Meng Liu, Kaitai |
author_facet | Li, Hong Liu, Lili Huang, Tianyi Jin, Ming Zheng, Zhen Zhang, Hui Ye, Meng Liu, Kaitai |
author_sort | Li, Hong |
collection | PubMed |
description | Long non-coding RNAs (lncRNAs) have been reported to be prognostic factors for cancer. Ferroptosis is an iron-dependent process of programmed cell death. Here, we established a ferroptosis-related lncRNA (frlncRNA) pair signature and revealed its prognostic value in colon adenocarcinoma (COAD) by analyzing the data from The Cancer Genome Atlas (TCGA). FrlncRNAs were identified based on co-expression analysis using the Pearson correlation. Differentially expressed frlncRNAs (DEfrlncRNAs) were recognized and paired, followed by prognostic assessment using univariate Cox regression analysis. The least absolute shrinkage and selection operator (LASSO) penalized Cox analysis was used to determine and construct a risk score prognostic model, by which the receiver operating characteristic (ROC) curves for predicting the overall survival (OS) were conducted. Following the evaluation of whether it was an independent prognostic factor, correlations between the risk score model and clinicopathological characteristics, hypoxia- and immune-related factors, and somatic variants were investigated. In total, 148 DEfrlncRNA pairs were identified, 25 of which were involved in a risk score prognostic signature. The area under ROC curves (AUCs) representing the predictive effect for 1-, 3-, and 5-year survival rates were 0.860, 0.885, and 0.934, respectively. The risk score model was confirmed as an independent prognostic factor and was significantly superior to the clinicopathological characteristics. Correlation analyses showed disparities in clinicopathological characteristics, hypoxia- and immune-related factors, and somatic variants, as well as specific signaling pathways between high- and low-risk groups. The novel risk score prognostic model constructed by pairing DEfrlncRNAs showed promising clinical prediction value in COAD. |
format | Online Article Text |
id | pubmed-8544324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-85443242021-10-26 Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma Li, Hong Liu, Lili Huang, Tianyi Jin, Ming Zheng, Zhen Zhang, Hui Ye, Meng Liu, Kaitai Aging (Albany NY) Research Paper Long non-coding RNAs (lncRNAs) have been reported to be prognostic factors for cancer. Ferroptosis is an iron-dependent process of programmed cell death. Here, we established a ferroptosis-related lncRNA (frlncRNA) pair signature and revealed its prognostic value in colon adenocarcinoma (COAD) by analyzing the data from The Cancer Genome Atlas (TCGA). FrlncRNAs were identified based on co-expression analysis using the Pearson correlation. Differentially expressed frlncRNAs (DEfrlncRNAs) were recognized and paired, followed by prognostic assessment using univariate Cox regression analysis. The least absolute shrinkage and selection operator (LASSO) penalized Cox analysis was used to determine and construct a risk score prognostic model, by which the receiver operating characteristic (ROC) curves for predicting the overall survival (OS) were conducted. Following the evaluation of whether it was an independent prognostic factor, correlations between the risk score model and clinicopathological characteristics, hypoxia- and immune-related factors, and somatic variants were investigated. In total, 148 DEfrlncRNA pairs were identified, 25 of which were involved in a risk score prognostic signature. The area under ROC curves (AUCs) representing the predictive effect for 1-, 3-, and 5-year survival rates were 0.860, 0.885, and 0.934, respectively. The risk score model was confirmed as an independent prognostic factor and was significantly superior to the clinicopathological characteristics. Correlation analyses showed disparities in clinicopathological characteristics, hypoxia- and immune-related factors, and somatic variants, as well as specific signaling pathways between high- and low-risk groups. The novel risk score prognostic model constructed by pairing DEfrlncRNAs showed promising clinical prediction value in COAD. Impact Journals 2021-10-05 /pmc/articles/PMC8544324/ /pubmed/34610581 http://dx.doi.org/10.18632/aging.203599 Text en Copyright: © 2021 Li et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Li, Hong Liu, Lili Huang, Tianyi Jin, Ming Zheng, Zhen Zhang, Hui Ye, Meng Liu, Kaitai Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma |
title | Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma |
title_full | Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma |
title_fullStr | Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma |
title_full_unstemmed | Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma |
title_short | Establishment of a novel ferroptosis-related lncRNA pair prognostic model in colon adenocarcinoma |
title_sort | establishment of a novel ferroptosis-related lncrna pair prognostic model in colon adenocarcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8544324/ https://www.ncbi.nlm.nih.gov/pubmed/34610581 http://dx.doi.org/10.18632/aging.203599 |
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