Prognostic signature construction and immunotherapy response analysis for Uterine Corpus Endometrial Carcinoma based on cuproptosis-related lncRNAs

单变量 列线图 肿瘤科 子宫内膜癌 比例危险模型 接收机工作特性 内科学 医学 多元统计 Lasso(编程语言) 多元分析 生存分析 癌症 计算机科学 机器学习 万维网
作者
Xu Zhang,Zhiqiang Ye,Guohong Xiao,Ting He
出处
期刊:Computers in Biology and Medicine [Elsevier]
卷期号:159: 106905-106905 被引量:9
标识
DOI:10.1016/j.compbiomed.2023.106905
摘要

As a general female malignant tumor, Uterine Corpus Endometrial Carcinoma (UCEC) has high mortality and relapses. Cuproptosis was found to play an essential role in tumor by more and more researches. However, it is still unclear of the prognostic value and function of cuproptosis related Long non-coding RNA (lncRNA) in UCEC. Sequencing data with the corresponding clinical data and cuproptosis-related genes (CRGs) data were obtained from the Cancer Gene Atlas (TCGA) database and cuproptosis related studies. Pearson test was applied to select cuproptosis-related lncRNAs (CRLs). Prognosis associated CRLs was identified by univariate Cox analysis and the predictors were determined by least absolute shrinkage and selection operator (Lasso)-Cox and multivariate Cox analyses to construct the cuproptosis-related lncRNA prognostic signature (CRLPS). The performance of the CRLPs was evaluated by consistency index (C-index) and Kaplan-Meier analysis. A nomogram model was constructed for survival prediction and the accuracy of the model was evaluated by calibration curve. Finally, immune related analyses were applied to predict immune responses and identify drugs with potential efficacy for the overall survival (OS). A total of 734 CRLs were found and 29 of them were identified as prognosis related lncRNAs. 12 CRLs were finally determined to build the CRLPS which revealed good ability on prognosis predicting. Subsequently, risk score of the CRLPS and grade were assessed as independent prognosis factors for UCEC, based on which the prognostic model provided the highest prediction accuracy of 99.7%. The calibration curve suggested that the prediction results consisted well with the observation. Enrichment analysis showed the CRLPS was mainly associated with tumor development and immune response. Patients in low tumor mutation burden (TMB) group had poorer OS. Significant difference was found in tumor immune dysfunction and exclusion (TIDE) score between different risk score groups. Finally, based on the CRLPs, drug sensitivity analysis identified nine anticancer drugs with potential efficacy on prognosis. Cuproptosis-related lncRNA prognostic signature was constructed for UCEC for the first time. Its high reliability and accuracy on predicting prognosis and immunotherapy response provided new perspective to explore the tumor mechanism and improve clinical prognosis. Nine discovered sensitive drugs provided important clues for personalized treatment of UCEC.
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
PDF的下载单位、IP信息已删除 (2025-6-4)

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
Lexi完成签到 ,获得积分10
6秒前
量子星尘发布了新的文献求助10
7秒前
木南完成签到 ,获得积分10
13秒前
量子星尘发布了新的文献求助10
20秒前
笑点低的铁身完成签到 ,获得积分10
27秒前
1111完成签到,获得积分10
28秒前
机灵的衬衫完成签到 ,获得积分10
31秒前
量子星尘发布了新的文献求助10
32秒前
浮游应助1111采纳,获得10
34秒前
ramsey33完成签到 ,获得积分10
37秒前
我独舞完成签到 ,获得积分10
54秒前
浮游应助1111采纳,获得10
58秒前
量子星尘发布了新的文献求助10
1分钟前
wang1030完成签到 ,获得积分10
1分钟前
Hindiii完成签到,获得积分10
1分钟前
April完成签到 ,获得积分10
1分钟前
量子星尘发布了新的文献求助10
1分钟前
一天完成签到 ,获得积分10
1分钟前
量子星尘发布了新的文献求助10
1分钟前
南浔完成签到 ,获得积分10
1分钟前
传奇3应助科研通管家采纳,获得10
1分钟前
乐乐应助科研通管家采纳,获得10
1分钟前
carl完成签到 ,获得积分10
2分钟前
量子星尘发布了新的文献求助10
2分钟前
送不送书7完成签到 ,获得积分10
2分钟前
今后应助敏敏9813采纳,获得10
2分钟前
HY完成签到 ,获得积分10
2分钟前
丑小鸭完成签到 ,获得积分10
2分钟前
量子星尘发布了新的文献求助10
2分钟前
随心所欲发布了新的文献求助10
2分钟前
量子星尘发布了新的文献求助10
2分钟前
又又完成签到,获得积分10
2分钟前
笨笨忘幽完成签到,获得积分0
2分钟前
子铭完成签到,获得积分10
2分钟前
CLTTT完成签到,获得积分0
2分钟前
兴奋的天蓉完成签到 ,获得积分10
2分钟前
量子星尘发布了新的文献求助10
2分钟前
缥缈的觅风完成签到 ,获得积分10
2分钟前
lhn完成签到 ,获得积分10
3分钟前
lyj完成签到 ,获得积分0
3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
The Social Work Ethics Casebook: Cases and Commentary (revised 2nd ed.).. Frederic G. Reamer 1070
Alloy Phase Diagrams 1000
Introduction to Early Childhood Education 1000
2025-2031年中国兽用抗生素行业发展深度调研与未来趋势报告 1000
List of 1,091 Public Pension Profiles by Region 891
Synthesis and properties of compounds of the type A (III) B2 (VI) X4 (VI), A (III) B4 (V) X7 (VI), and A3 (III) B4 (V) X9 (VI) 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5422767
求助须知:如何正确求助?哪些是违规求助? 4537616
关于积分的说明 14157849
捐赠科研通 4454389
什么是DOI,文献DOI怎么找? 2443303
邀请新用户注册赠送积分活动 1434582
关于科研通互助平台的介绍 1411758