Survival analysis and clinicopathological features of patients with stage IA lung adenocarcinoma

被引:0
|
作者
Li, Jiahao [1 ]
Wang, Yadong [1 ]
Liu, Yong [1 ]
Liu, Qiang [1 ]
Shen, Hongchang [1 ,2 ]
Ren, Xiaoyang [3 ]
Du, Jiajun [1 ,3 ]
机构
[1] Shandong Univ, Shandong Prov Hosp, Inst Oncol, Jinan, Peoples R China
[2] Shandong First Med Univ, Dept Oncol, Shandong Prov Hosp, Jinan, Peoples R China
[3] Shandong Univ, Shandong Prov Hosp, Dept Thorac Surg, Jinan, Peoples R China
关键词
Lung adenocarcinoma; Stage IA; Nomogram; SEER; Survival; DTI; Income level; STEREOTACTIC ABLATIVE RADIOTHERAPY; LIMITED RESECTION; CELL-CARCINOMA; SEER DATABASE; UNITED-STATES; CANCER; EPIDEMIOLOGY; LOBECTOMY; OUTCOMES; IMPACT;
D O I
10.1016/j.heliyon.2023.e23205
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: With the development of medical technology and change of life habits, early-stage lung adenocarcinoma (LUAD) has become more common. This study aimed to systematically analyzed clinicopathological factors associated to the overall survival (OS) of patients with Stage IA LUAD.Methods: A total of 5942 Stage IA LUAD patients were obtained from the Surveillance, Epidemiology, and End Results (SEER) database. Kaplan-Meier methods and log-rank tests were used to compare the differences in OS. A nomogram constructed based on the Cox regression was evaluated by Concordance index (C index), calibration curve, decision curve analysis (DCA) and area under curve (AUC). And 136 patients were recruited from Shandong Province Hospital for external validation.Results: Cox analysis regression indicated that 12 factors, such as Diagnosis to Treatment Interval (DTI) and Income Level, were independent prognostic factors and were included to establish the nomogram. The C-index of our novel model was 0.702, 0.724 and 0.872 in the training, internal and external validation cohorts, respectively. The 3-year and 5-year survival AUCs and calibration curves showed excellent agreement in each cohort. Some new factors in the SEER database, including DTI and Income Level, were firstly confirmed as independent prognostic factors of Stage IA LUAD patients. The distribution of these factors in the T1a, T1b, and T1c subgroups differed and had different effects on survival.Conclusion: We summarized 12 factors that affect prognosis and constructed a nomogram to predict OS of Stage IA LUAD patients who underwent operation. For the first time, new SEER database parameters, including DTI and Income Level, were proved to be survival-related.
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页数:17
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