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- sequenci...
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doaj-7bcd3e34ffe34c8f85b311caae1eb38d2021-03-09T16:18:47ZengAssociation of Basic Medical Sciences of Federation of Bosnia and HerzegovinaBosnian Journal of Basic Medical Sciences1512-86011840-48122021-03-0110.17305/bjbms.2020.5617Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancerHua-jun Cai0Zhi-cheng Zhuang1Yong Wu2Yi-yi Zhang3Xing Liu4Jin-fu Zhuang5Yuan-feng Yang6Yuan Gao7Bin Chen8Guo-xian Guan9Department of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China 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. https://www.bjbms.org/ojs/index.php/bjbms/article/view/5617TCGAcolon adenocarcinomaferroptosislong non-coding RNAprognosis signature |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hua-jun Cai Zhi-cheng Zhuang Yong Wu Yi-yi Zhang Xing Liu Jin-fu Zhuang Yuan-feng Yang Yuan Gao Bin Chen Guo-xian Guan |
spellingShingle |
Hua-jun Cai Zhi-cheng Zhuang Yong Wu Yi-yi Zhang Xing Liu Jin-fu Zhuang Yuan-feng Yang Yuan Gao Bin Chen Guo-xian Guan Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer Bosnian Journal of Basic Medical Sciences TCGA colon adenocarcinoma ferroptosis long non-coding RNA prognosis signature |
author_facet |
Hua-jun Cai Zhi-cheng Zhuang Yong Wu Yi-yi Zhang Xing Liu Jin-fu Zhuang Yuan-feng Yang Yuan Gao Bin Chen Guo-xian Guan |
author_sort |
Hua-jun Cai |
title |
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_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_sort |
development and validation of a ferroptosis-related lncrnas prognosis signature in colon cancer |
publisher |
Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina |
series |
Bosnian Journal of Basic Medical Sciences |
issn |
1512-8601 1840-4812 |
publishDate |
2021-03-01 |
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.
|
topic |
TCGA colon adenocarcinoma ferroptosis long non-coding RNA prognosis signature |
url |
https://www.bjbms.org/ojs/index.php/bjbms/article/view/5617 |
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