清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

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]
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.

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
ykssss发布了新的文献求助10
6秒前
arniu2008完成签到,获得积分10
11秒前
ybwei2008_163发布了新的文献求助10
18秒前
yipmyonphu完成签到,获得积分10
24秒前
BowieHuang应助科研通管家采纳,获得10
24秒前
24秒前
在水一方应助ybwei2008_163采纳,获得10
48秒前
CC完成签到 ,获得积分10
57秒前
汉堡包应助666采纳,获得10
1分钟前
1分钟前
盘尼西林发布了新的文献求助10
1分钟前
666发布了新的文献求助10
1分钟前
不爱冒泡的气泡水完成签到 ,获得积分10
2分钟前
笨笨完成签到 ,获得积分10
2分钟前
CipherSage应助科研通管家采纳,获得10
2分钟前
666完成签到,获得积分10
2分钟前
无辜的行云完成签到 ,获得积分0
2分钟前
北枳完成签到,获得积分10
2分钟前
ding应助ybwei2008_163采纳,获得10
2分钟前
2分钟前
科研通AI6.1应助盘尼西林采纳,获得10
2分钟前
2分钟前
minnie完成签到 ,获得积分10
2分钟前
ybwei2008_163发布了新的文献求助10
3分钟前
liupangzi完成签到,获得积分10
3分钟前
浩浩完成签到 ,获得积分10
3分钟前
alex12259完成签到 ,获得积分10
3分钟前
3分钟前
ybwei2008_163发布了新的文献求助10
3分钟前
昴星引路完成签到 ,获得积分10
3分钟前
黑猫老师完成签到 ,获得积分10
3分钟前
1437594843完成签到 ,获得积分10
3分钟前
阿俊1212完成签到 ,获得积分10
3分钟前
量子星尘发布了新的文献求助10
4分钟前
SL完成签到,获得积分10
4分钟前
bo完成签到 ,获得积分10
4分钟前
4分钟前
Tonald Yang完成签到 ,获得积分20
4分钟前
盘尼西林发布了新的文献求助10
4分钟前
华仔应助ykssss采纳,获得10
4分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Handbook of pharmaceutical excipients, Ninth edition 5000
Aerospace Standards Index - 2026 ASIN2026 3000
Relation between chemical structure and local anesthetic action: tertiary alkylamine derivatives of diphenylhydantoin 1000
Signals, Systems, and Signal Processing 610
Discrete-Time Signals and Systems 610
Principles of town planning : translating concepts to applications 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 纳米技术 有机化学 物理 生物化学 化学工程 计算机科学 复合材料 内科学 催化作用 光电子学 物理化学 电极 冶金 遗传学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 6066491
求助须知:如何正确求助?哪些是违规求助? 7898757
关于积分的说明 16322782
捐赠科研通 5208390
什么是DOI,文献DOI怎么找? 2786268
邀请新用户注册赠送积分活动 1769013
关于科研通互助平台的介绍 1647813