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预测I-IIIB期非小细胞肺癌肺切除术患者长期生存结果的列线图

A Nomogram to Predict Long-Term Survival Outcomes of Patients Who Undergo Pneumonectomy for Non-small Cell Lung Cancer With Stage I-IIIB.

作者信息

Wu Lei-Lei, Chen Wu-Tao, Liu Xuan, Jiang Wen-Mei, Huang Yang-Yu, Lin Peng, Long Hao, Zhang Lan-Jun, Ma Guo-Wei

机构信息

Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China.

Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.

出版信息

Front Surg. 2021 Apr 29;8:604880. doi: 10.3389/fsurg.2021.604880. eCollection 2021.

Abstract

In this study, we aim to establish a nomogram to predict the prognosis of non-small cell lung cancer (NSCLC) patients with stage I-IIIB disease after pneumonectomy. Patients selected from the Surveillance, Epidemiology, and End Results (SEER, = 2,373) database were divided into two cohorts, namely a training cohort (SEER-T, = 1,196) and an internal validation cohort (SEER-V, = 1,177). Two cohorts were dichotomized into low- and high-risk subgroups by the optimal risk prognostic score (PS). The model was validated by indices of concordance (C-index) and calibration plots. Kaplan-Meier analysis and the log-rank tests were used to compare survival curves between the groups. The primary observational endpoint was cancer-specific survival (CSS). The nomogram comprised six factors as independent prognostic indictors; it significantly distinguished between low- and high-risk groups (all < 0.05). The unadjusted 5-year CSS rates of high-risk and low-risk groups were 33 and 60% (SEER-T), 34 and 55% (SEER-V), respectively; the C-index of this nomogram in predicting CSS was higher than that in the 8th TNM staging system (SEER-T, 0.629 vs. 0.584, < 0.001; SEER-V, 0.609 vs. 0.576, < 0.001). In addition, the PS might be a significant negative indictor on CSS of patients with white patients [unadjusted hazard ration (HR) 1.008, < 0.001], black patients (unadjusted HR 1.007, < 0.001), and Asian or Pacific Islander (unadjusted HR 1.008, = 0.008). In cases with squamous cell carcinoma (unadjusted HR 1.008, < 0.001) or adenocarcinoma (unadjusted HR 1.008, < 0.001), PS also might be a significant risk factor. For post-pneumonectomy NSCLC patients, the nomogram may predict their survival with acceptable accuracy and further distinguish high-risk patients from low-risk patients.

摘要

在本研究中,我们旨在建立一种列线图,以预测I-IIIB期非小细胞肺癌(NSCLC)患者肺切除术后的预后。从监测、流行病学和最终结果(SEER,n = 2373)数据库中选取的患者被分为两个队列,即训练队列(SEER-T,n = 1196)和内部验证队列(SEER-V,n = 1177)。通过最佳风险预后评分(PS)将两个队列分为低风险和高风险亚组。该模型通过一致性指数(C指数)和校准图进行验证。采用Kaplan-Meier分析和对数秩检验比较组间生存曲线。主要观察终点为癌症特异性生存(CSS)。该列线图包含六个因素作为独立预后指标;它能显著区分低风险和高风险组(所有P < 0.05)。高风险组和低风险组未调整的5年CSS率分别为33%和60%(SEER-T),34%和55%(SEER-V);该列线图预测CSS的C指数高于第8版TNM分期系统(SEER-T,0.629对0.584,P < 0.001;SEER-V,0.609对0.576,P < 0.001)。此外,PS可能是白人患者(未调整风险比[HR] 1.008,P < 0.001)、黑人患者(未调整HR 1.007,P < 0.001)和亚裔或太平洋岛民患者(未调整HR 1.008,P = 0.008)CSS的显著负指标。在鳞状细胞癌(未调整HR 1.008,P < 0.001)或腺癌(未调整HR 1.008,P < 0.001)病例中,PS也可能是一个显著的危险因素。对于肺切除术后的NSCLC患者,该列线图可以以可接受的准确性预测其生存情况,并进一步区分高风险患者和低风险患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da38/8118124/328567aa7768/fsurg-08-604880-g0001.jpg

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