Construction of methylation-associated nomogram for predicting the recurrence-free survival risk of stage I–III lung adenocarcinoma

医学 列线图 甲基化 肿瘤科 内科学 DNA甲基化 肺癌 比例危险模型 多元分析 腺癌 生存分析 阶段(地层学) 癌症 生物 DNA 基因 基因表达 古生物学 生物化学 遗传学
作者
Youcai Liu,Bin Wang,Shiqiang Shi,Zhaoxi Li,Yajuan Wang,Jie Yang
出处
期刊:Future Oncology [Future Medicine]
被引量:2
标识
DOI:10.2217/fon-2020-1270
摘要

Aim: The aim of our study was to investigate a methylation-associated predictor for prognosis in patients with stage I-III lung adenocarcinoma (LUAD). Methods: A DNA methylation-based signature was developed via univariate, least absolute shrinkage and selection operator and multivariate Cox regression models. Results: We identified a 14-site methylation signature that was correlated with recurrence-free survival of stage I-III lung adenocarcinoma patients. By receiver operating characteristic analysis, we showed the high ability of the 14-site methylation signature for predicting recurrence-free survival. In addition, the nomogram result showed a satisfactory predictive value. Conclusion: We successfully identified a DNA methylation-associated nomogram which can predict recurrence-free survival in patients with stage I-III lung adenocarcinoma.Lay abstract Non-small-cell lung cancer patients have a high death rate as a result of cancer recurrence, which can lead to a dismal prognosis. Our study aimed to determine a novel DNA methylation-related biomarker for predicting the recurrence-free survival of stage I–III lung adenocarcinoma patients via comprehensive bioinformatics analysis. A prognostic model was developed and verified according to regression analysis. A high predictive ability of the 14-site methylation signature was determined. Additionally, we constructed a nomogram based on methylation-related risk score and several clinicopathological factors. In conclusion, an effective 14-site methylation signature was discovered which may act as a potential hallmark for stage I–III lung adenocarcinoma prognosis, and a DNA methylation-related nomogram was developed to promote the individual treatment of patients with stage I–III lung adenocarcinoma.

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
刚刚
wm看文献发布了新的文献求助10
刚刚
Judy完成签到 ,获得积分10
刚刚
刚刚
愉快凉面完成签到,获得积分10
刚刚
刚刚
Tu发布了新的文献求助10
1秒前
zzww发布了新的文献求助10
2秒前
chenqj发布了新的文献求助10
2秒前
科研通AI6.4应助xuan采纳,获得10
3秒前
3秒前
JackFan完成签到,获得积分10
4秒前
4秒前
向会妍完成签到,获得积分10
4秒前
stiger应助inkfish_in_rain采纳,获得10
4秒前
完美世界应助炙热尔槐采纳,获得10
5秒前
cong发布了新的文献求助10
5秒前
Owen应助mljever采纳,获得10
5秒前
6秒前
taoyanhui完成签到,获得积分10
6秒前
今昔关注了科研通微信公众号
6秒前
黄淮海完成签到,获得积分10
6秒前
成就的沛菡完成签到 ,获得积分10
6秒前
跳跳虎完成签到,获得积分10
7秒前
7秒前
科研通AI6.2应助秦小雯采纳,获得10
7秒前
7秒前
7秒前
赘婿应助温暖若采纳,获得10
8秒前
农大馒头完成签到,获得积分10
8秒前
向会妍发布了新的文献求助10
8秒前
9秒前
帕鲁卡发布了新的文献求助10
9秒前
Darcy给Darcy的求助进行了留言
9秒前
9秒前
555完成签到,获得积分10
9秒前
慕青应助7777采纳,获得10
9秒前
希望天下0贩的0应助BGa采纳,获得10
9秒前
berry完成签到,获得积分10
9秒前
莉莉发布了新的文献求助10
10秒前
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
Les Mantodea de Guyane: Insecta, Polyneoptera [The Mantids of French Guiana] 2500
Evidence Summary. Injection (subcutaneous):op- timal administration 1000
Rocket Propulsion Elements, 10th Edition 800
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
Curating Socialism: A Handbook of International Art Exhibitions 1947-1989 530
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7467514
求助须知:如何正确求助?哪些是违规求助? 9062515
关于积分的说明 19320038
捐赠科研通 7088089
什么是DOI,文献DOI怎么找? 3244819
关于科研通互助平台的介绍 2413413
邀请新用户注册赠送积分活动 2229848