A nomogram for predicting postoperative overall survival of patients with lung squamous cell carcinoma: A SEER-based study

被引:1
|
作者
Rao, Jin [1 ]
Yu, Yue [1 ]
Zhang, Li [1 ,2 ]
Wang, Xuefu [1 ,3 ]
Wang, Pei [1 ]
Wang, Zhinong [1 ]
机构
[1] Naval Med Univ, Changzheng Hosp, Dept Cardiothorac Surg, Shanghai, Peoples R China
[2] Guangxi Univ, Med Coll, Nanning, Peoples R China
[3] Univ Shanghai Sci & Technol, Sch Hlth Sci & Engn, Shanghai, Peoples R China
来源
FRONTIERS IN SURGERY | 2023年 / 10卷
关键词
nomogram; lung squamous cell carcinoma (LSCC); surgery; prognosis; surveillance; epidemiology; end results (SEER); MARITAL-STATUS; CANCER; EPIDEMIOLOGY; VALIDATION; HISTORY; IMPACT; BUILD;
D O I
10.3389/fsurg.2023.1143035
中图分类号
R61 [外科手术学];
学科分类号
摘要
BackgroundLung squamous cell carcinoma (LSCC) is a common subtype of non-small cell lung cancer. Our study aimed to construct and validate a nomogram for predicting overall survival (OS) for postoperative LSCC patients. MethodsA total of 8,078 patients eligible for recruitment between 2010 and 2015 were selected from the Surveillance, Epidemiology, and End Results database. Study outcomes were 1-, 2- and 3-year OS. Analyses performed included univariate and multivariate Cox regression, receiver operating characteristic (ROC) curve construction, calibration plotting, decision curve analysis (DCA) and Kaplan-Meier survival plotting. ResultsSeven variables were selected to establish our predictive nomogram. Areas under the ROC curves were 0.658, 0.651 and 0.647 for the training cohort and 0.673, 0.667 and 0.658 for the validation cohort at 1-, 2- and 3-year time-points, respectively. Calibration curves confirmed satisfactory consistencies between nomogram-predicted and observed survival probabilities, while DCA confirmed significant clinical usefulness of our model. For risk stratification, patients were divided into three risk groups with significant differences in OS on Kaplan-Meier analysis (P < 0.001). ConclusionHere, we designed and validated a prognostic nomogram for OS in postoperative LSCC patients. Application of our model in the clinical setting may assist clinicians in evaluating patient prognosis and providing highly individualized therapy.
引用
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页数:10
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