Identification of a Novel Ferroptosis-Related Gene Prognostic Signature in Bladder Cancer

列线图 接收机工作特性 比例危险模型 肿瘤科 基因签名 单变量 膀胱癌 队列 生存分析 内科学 基因 医学 Lasso(编程语言) 生物 癌症 癌症研究 基因表达 多元统计 遗传学 计算机科学 机器学习 万维网
作者
Jiale Sun,Wenchang Yue,Jiawei You,Xuedong Wei,Yuhua Huang,Zhixin Ling,Jianquan Hou
出处
期刊:Frontiers in Oncology [Frontiers Media SA]
卷期号:11 被引量:22
标识
DOI:10.3389/fonc.2021.730716
摘要

Ferroptosis is a newly found non-apoptotic forms of cell death that plays an important role in tumors. However, the prognostic value of ferroptosis-related genes (FRG) in bladder cancer (BLCA) have not been well examined.FRG data and clinical information were collected from The Cancer Genome Atlas (TCGA). Then, significantly different FRGs were investigated by functional enrichment analyses. The prognostic FRG signature was identified by univariate cox regression and least absolute shrinkage and selection operator (LASSO) analysis, which was validated in TCGA cohort and Gene Expression Omnibus (GEO) cohort. Subsequently, the nomogram integrating risk scores and clinical parameters were established and evaluated. Additionally, Gene Set Enrichment Analyses (GSEA) was performed to explore the potential molecular mechanisms underlying our prognostic FRG signature. Finally, the expression of three key FRGs was verified in clinical specimens.Thirty-two significantly different FRGs were identified from TCGA-BLCA cohort. Enrichment analyses showed that these genes were mainly related to the ferroptosis. Seven genes (TFRC, G6PD, SLC38A1, ZEB1, SCD, SRC, and PRDX6) were then identified to develop a prognostic signature. The Kaplan-Meier analysis confirmed the predictive value of the signature for overall survival (OS) in both TCGA and GEO cohort. A nomogram integrating age and risk scores was established and demonstrated high predictive accuracy, which was validated through calibration curves and receiver operating characteristic (ROC) curve [area under the curve (AUC) = 0.690]. GSEA showed that molecular alteration in the high- or low-risk group was closely associated with ferroptosis. Finally, experimental results confirmed the expression of SCD, SRC, and PRDX6 in BLCA.Herein, we identified a novel FRG prognostic signature that maybe involved in BLCA. It showed high values in predicting OS, and targeting these FRGs may be an alternative for BLCA treatment. Further experimental studies are warranted to uncover the mechanisms that these FRGs mediate BLCA progression.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
刚刚
刚刚
1秒前
香蕉曼凡完成签到,获得积分10
2秒前
打打应助xx采纳,获得10
2秒前
2秒前
追寻念云完成签到 ,获得积分10
2秒前
步一完成签到,获得积分10
3秒前
4秒前
ye完成签到,获得积分10
5秒前
yy发布了新的文献求助10
6秒前
锦墨人生发布了新的文献求助10
6秒前
6秒前
6秒前
一笙发布了新的文献求助10
6秒前
田静然完成签到,获得积分20
7秒前
Amy完成签到,获得积分10
7秒前
Henry应助阿拉斯加采纳,获得200
7秒前
酷波er应助么么叽采纳,获得10
7秒前
lu完成签到,获得积分20
9秒前
科目三应助ddss采纳,获得30
9秒前
科研通AI2S应助风中的电脑采纳,获得10
9秒前
酷波er应助喃义采纳,获得10
9秒前
真夏夜の顶刊梦完成签到,获得积分10
10秒前
单纯胡萝卜完成签到,获得积分10
10秒前
ys1111xiao完成签到 ,获得积分10
11秒前
李健的粉丝团团长应助yy采纳,获得10
11秒前
11秒前
xx完成签到,获得积分10
11秒前
11秒前
11秒前
濮阳傲易完成签到,获得积分10
12秒前
12秒前
科研通AI2S应助锦墨人生采纳,获得10
12秒前
K. G.完成签到,获得积分0
12秒前
tiankaiwen发布了新的文献求助10
13秒前
13秒前
14秒前
么么叽完成签到,获得积分10
14秒前
高分求助中
Evolution 10000
Sustainability in Tides Chemistry 2800
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
юрские динозавры восточного забайкалья 800
A new approach of magnetic circular dichroism to the electronic state analysis of intact photosynthetic pigments 500
Diagnostic immunohistochemistry : theranostic and genomic applications 6th Edition 500
Chen Hansheng: China’s Last Romantic Revolutionary 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3148736
求助须知:如何正确求助?哪些是违规求助? 2799755
关于积分的说明 7836820
捐赠科研通 2457225
什么是DOI,文献DOI怎么找? 1307810
科研通“疑难数据库(出版商)”最低求助积分说明 628276
版权声明 601663