Development and External Validation of a Nomogram for Predicting Cancer-Specific Survival of Non-Small Cell Lung Cancer Patients With Ipsilateral Pleural Dissemination
Background: Non-small-cell lung cancer (NSCLC) patients with ipsilateral pleural dissemination are defined as M1a in the eighth of American Joint Committee on Cancer (AJCC) TNM staging. We aimed to build a nomogram to predict lung cancer specific survival (LCSS) of NSCLC patients with ipsilateral pleural dissemination and to compare the impact of primary tumor resection (PTR) on LCSS among patients with different features. Methods: A total of 3,918 NSCLC patients with ipsilateral pleural dissemination were identified from the Surveillance, Epidemiology, and End Results (SEER) database. We selected and integrated significant prognostic factors based on competing risk regression to build a nomogram. The model was subjected to internal validation within SEER cohort and external validation with the cohort of 97 patients from Peking University People's Hospital. Results: Age (P < 0.001), gender (P = 0.037), T stage (P = 0.002), N stage (P < 0.001), metastasis pattern (P = 0.005), chemotherapy (P < 0.001), and PTR (P < 0.001) were independent prognostic factors. The calibration curves presented a good consistency and the Harrell's C-index of nomogram were 0.682 (95%CI: 0.673-0.691), 0.687 (95%CI: 0.670-0.704) and 0.667 (95%CI: 0.584-0.750) in training, internal, and external validation cohort, respectively. Interaction tests suggested a greater LCSS difference caused by PTR in patients without chemotherapy (P < 0.001). Conclusions: We developed a nomogram based on competing risk regression to reliably predict prognosis of NSCLC patients with ipsilateral pleural dissemination and validated this nomogram in an external Chinese cohort. This novel nomogram might be a practical tool for clinicians to anticipate the 1-, 3- and 5-year LCSS for NSCLC patients with pleural dissemination. Subgroup analysis indicated that patients without chemotherapy could get more benefit from PTR. In order to assess the role of PTR in the management of M1a patients more accurately, further prospective study would be urgently required.
机构:
Sichuan Univ, West China Med Sch, Chengdu 610041, Sichuan, Peoples R China
Sichuan Univ, West China Hosp, Dept Thorac Oncol, Chengdu 610041, Sichuan, Peoples R ChinaSichuan Univ, West China Med Sch, Chengdu 610041, Sichuan, Peoples R China
Tu, Zegui
Li, Caili
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Sichuan Univ, West China Hosp, West China Sch Nursing, Chengdu 610041, Sichuan, Peoples R ChinaSichuan Univ, West China Med Sch, Chengdu 610041, Sichuan, Peoples R China
Li, Caili
Tian, Tian
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Sichuan Univ, West China Med Sch, Chengdu 610041, Sichuan, Peoples R China
Sichuan Univ, West China Hosp, Dept Thorac Oncol, Chengdu 610041, Sichuan, Peoples R ChinaSichuan Univ, West China Med Sch, Chengdu 610041, Sichuan, Peoples R China
Tian, Tian
Chen, Qian
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Sichuan Univ, West China Hosp, Dept Clin Res Management, Chengdu 610041, Sichuan, Peoples R ChinaSichuan Univ, West China Med Sch, Chengdu 610041, Sichuan, Peoples R China
机构:
Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Liang, Wenhua
Wang, Daoyuan
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Wang, Daoyuan
Deng, Qiuhua
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Deng, Qiuhua
Pan, Hui
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Pan, Hui
Shi, Xiaoshun
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Shi, Xiaoshun
Zhong, Chucheng
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Zhong, Chucheng
Mo, Lili
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Mo, Lili
Wang, Jiaxuan
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
Wang, Jiaxuan
He, Jianxing
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Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Med Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
机构:
Gen Hosp Western Theater, Gen Surg Ctr, Chengdu 610083, Sichuan, Peoples R China
Southwest Jiaotong Univ, Coll Med, Chengdu, Peoples R ChinaGen Hosp Western Theater, Gen Surg Ctr, Chengdu 610083, Sichuan, Peoples R China
Wen, Chong
Tang, Jie
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Shenyang Med Coll, Sch Publ Hlth, Dept Biostat & Epidemiol, Shenyang, Peoples R ChinaGen Hosp Western Theater, Gen Surg Ctr, Chengdu 610083, Sichuan, Peoples R China
Tang, Jie
Wang, Tao
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Gen Hosp Western Theater, Gen Surg Ctr, Chengdu 610083, Sichuan, Peoples R ChinaGen Hosp Western Theater, Gen Surg Ctr, Chengdu 610083, Sichuan, Peoples R China
Wang, Tao
Luo, Hao
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Gen Hosp Western Theater, Gen Surg Ctr, Chengdu 610083, Sichuan, Peoples R ChinaGen Hosp Western Theater, Gen Surg Ctr, Chengdu 610083, Sichuan, Peoples R China