Development and validation of a ferroptosis-related lncRNAs prognosis signature in colon cancer.

IF 3.1 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Bosnian journal of basic medical sciences Pub Date : 2021-10-01 DOI:10.17305/bjbms.2020.5617
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
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引用次数: 49

Abstract

Ferroptosis is a form of iron-dependent programmed cell death. Regulation of 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.

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结肠癌中嗜铁相关lncrna预后标记的开发和验证。
脱铁症是一种铁依赖性程序性细胞死亡。调节肿瘤细胞中的脱铁性贫血是一种新的治疗方式。本研究旨在研究脱铁相关的长非编码RNA(lncRNA),并构建结肠癌(COAD)的预后模型。从癌症基因组图谱数据库和FerrDb数据库获得RNA测序数据和脱铁相关基因。COAD患者被随机分配到训练组和验证组。使用最小绝对收缩和选择算子回归和Cox回归模型来确定和开发预测模型。使用验证小组和整个小组对模型进行了验证。共获得259个脱铁相关基因和905个脱铁相关性LncRNA。Cox模型揭示并构建了7个与脱铁性贫血相关的LncRNA信号(LINC01503、AC004687.1、AC010973.2、AP001189.3、ARRD1-AS1、OIP5-AS1和NCK1-DT)。根据中位风险评分将患者分为两组。Kaplan-Meier生存曲线显示,高危组和低危组的总生存率具有统计学意义(P
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来源期刊
Bosnian journal of basic medical sciences
Bosnian journal of basic medical sciences 医学-医学:研究与实验
CiteScore
7.40
自引率
5.90%
发文量
98
审稿时长
35 days
期刊介绍: The Bosnian Journal of Basic Medical Sciences (BJBMS) is an international, English-language, peer reviewed journal, publishing original articles from different disciplines of basic medical sciences. BJBMS welcomes original research and comprehensive reviews as well as short research communications in the field of biochemistry, genetics, immunology, microbiology, pathology, pharmacology, pharmaceutical sciences and physiology.
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