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Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer
Ferroptosis is a form of iron-dependent programmed cell death. Regulate ferroptosis in tumor cells is a novel treatment modality. The present study aimed to investigate ferroptosis-related long non-coding RNAs (lncRNAs) and construct a prognostic model for colon adenocarcinoma (COAD). RNA- sequencin...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381210/ https://www.ncbi.nlm.nih.gov/pubmed/33714257 http://dx.doi.org/10.17305/bjbms.2020.5617 |
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author | Cai, Hua-jun Zhuang, Zhi-cheng Wu, Yong Zhang, Yi-yi Liu, Xing Zhuang, Jin-fu Yang, Yuan-feng Gao, Yuan Chen, Bin Guan, Guo-xian |
author_facet | Cai, Hua-jun Zhuang, Zhi-cheng Wu, Yong Zhang, Yi-yi Liu, Xing Zhuang, Jin-fu Yang, Yuan-feng Gao, Yuan Chen, Bin Guan, Guo-xian |
author_sort | Cai, Hua-jun |
collection | PubMed |
description | Ferroptosis is a form of iron-dependent programmed cell death. Regulate ferroptosis in tumor cells is a novel treatment modality. The present study aimed to investigate ferroptosis-related long non-coding RNAs (lncRNAs) and construct a prognostic model for colon adenocarcinoma (COAD). RNA- sequencing data and ferroptosis-related genes were obtained from The Cancer Genome Atlas database and FerrDb database. COAD patients were randomly assigned to training- and validation groups. The Least Absolute Shrinkage and Selection Operator regression and Cox regression model were used to determine and develop a predictive model. The model was corroborated using the validation group and the entire group. In total, 259 ferroptosis-related genes and 905 ferroptosis-related LncRNAs were obtained. Cox model revealed and constructed seven ferroptosis-related LncRNAs signature (LINC01503, AC004687.1, AC010973.2, AP001189.3, ARRDC1-AS1, OIP5-AS1, and NCK1-DT). Patients were assigned into two groups according to the median risk score. Kaplan–Meier survival curves showed that overall survival between high- and low-risk groups was statistically significant (P<0.01). Cox multivariate analysis seven ferroptosis-related LncRNAs signature was an independent risk factor for COAD outcomes (P<0.05). The relationship between seven ferroptosis-related LncRNAs and clinicopathological features was also examined. The principal component analysis showed a difference between high- and low-risk groups intuitively. With the aid of gene set enrichment analysis, the underlying mechanisms of seven ferroptosis-related LncRNAs were uncovered, including the MAPK signaling pathway, mTOR signaling pathway, and glutathione metabolism pathway. Finally, we established and validated seven ferroptosis-related lncRNAs signature for COAD patients to predict survival. These results may provide meaningful targets for future study. |
format | Online Article Text |
id | pubmed-8381210 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina |
record_format | MEDLINE/PubMed |
spelling | pubmed-83812102021-10-01 Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer Cai, Hua-jun Zhuang, Zhi-cheng Wu, Yong Zhang, Yi-yi Liu, Xing Zhuang, Jin-fu Yang, Yuan-feng Gao, Yuan Chen, Bin Guan, Guo-xian Bosn J Basic Med Sci Research Article Ferroptosis is a form of iron-dependent programmed cell death. Regulate ferroptosis in tumor cells is a novel treatment modality. The present study aimed to investigate ferroptosis-related long non-coding RNAs (lncRNAs) and construct a prognostic model for colon adenocarcinoma (COAD). RNA- sequencing data and ferroptosis-related genes were obtained from The Cancer Genome Atlas database and FerrDb database. COAD patients were randomly assigned to training- and validation groups. The Least Absolute Shrinkage and Selection Operator regression and Cox regression model were used to determine and develop a predictive model. The model was corroborated using the validation group and the entire group. In total, 259 ferroptosis-related genes and 905 ferroptosis-related LncRNAs were obtained. Cox model revealed and constructed seven ferroptosis-related LncRNAs signature (LINC01503, AC004687.1, AC010973.2, AP001189.3, ARRDC1-AS1, OIP5-AS1, and NCK1-DT). Patients were assigned into two groups according to the median risk score. Kaplan–Meier survival curves showed that overall survival between high- and low-risk groups was statistically significant (P<0.01). Cox multivariate analysis seven ferroptosis-related LncRNAs signature was an independent risk factor for COAD outcomes (P<0.05). The relationship between seven ferroptosis-related LncRNAs and clinicopathological features was also examined. The principal component analysis showed a difference between high- and low-risk groups intuitively. With the aid of gene set enrichment analysis, the underlying mechanisms of seven ferroptosis-related LncRNAs were uncovered, including the MAPK signaling pathway, mTOR signaling pathway, and glutathione metabolism pathway. Finally, we established and validated seven ferroptosis-related lncRNAs signature for COAD patients to predict survival. These results may provide meaningful targets for future study. Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina 2021-10 /pmc/articles/PMC8381210/ /pubmed/33714257 http://dx.doi.org/10.17305/bjbms.2020.5617 Text en Copyright: © The Author(s) (2021) https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License |
spellingShingle | Research Article Cai, Hua-jun Zhuang, Zhi-cheng Wu, Yong Zhang, Yi-yi Liu, Xing Zhuang, Jin-fu Yang, Yuan-feng Gao, Yuan Chen, Bin Guan, Guo-xian Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer |
title | Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer |
title_full | Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer |
title_fullStr | Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer |
title_full_unstemmed | Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer |
title_short | Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer |
title_sort | development and validation of a ferroptosis-related lncrnas prognosis signature in colon cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381210/ https://www.ncbi.nlm.nih.gov/pubmed/33714257 http://dx.doi.org/10.17305/bjbms.2020.5617 |
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