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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.
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