The prognostic risk stratification model for metastatic small-cell lung cancer: An analysis of the SEER database

被引:2
作者
Qie, Shuai [1 ]
Shi, Hongyun [1 ]
Wang, Fang [1 ]
Liu, Fangyu [1 ]
Zhang, Xi [1 ]
Li, Yanhong [1 ]
Sun, Xiaoyue [2 ]
机构
[1] Hebei Univ, Dept Radiat Oncol, Affiliated Hosp, Baoding 071000, Hebei, Peoples R China
[2] Baoding First Cent Hosp, Dept Radiat Oncol, Baoding, Hebei, Peoples R China
关键词
distant metastases; nomogram; overall survival; prognosis; small-cell lung cancer; PROPHYLACTIC CRANIAL IRRADIATION; ORGAN METASTASES; SURVIVAL; RADIOTHERAPY; PREDICTION;
D O I
10.1097/MD.0000000000031000
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Distant metastases of small-cell lung cancer (DM-SCLC) is an important factor in the selection of treatment strategies. In this study, we established a nomogram to predict DM-SCLC and determine the benefit of radiotherapy (RT) for DM-SCLC. We analyzed DM-SCLC prognosis based on surveillance, epidemiology, and end result database (SEER) data. A comprehensive and practical nomogram that predicts the overall survival (OS) of DM-SCLC was constructed and the results were compared with the 7th edition of the American Joint Committee on Cancer (AJCC) TNM stage system. A concordance index (C-index) and receiver operating characteristic plot were generated to evaluate the nomogram discrimination. The calibration was evaluated with a calibration plot, and its effectiveness was evaluated by a decision curve analysis (DCA). A score was assigned to each variable, and a total score was established for the risk stratification model. A total of 13,403 DM-SCLC patients were included. Eight characteristic variables were identified as independent prognostic variables. The C-index of the validation and training cohorts was 0.716 and 0.734, respectively. The area under the receiver operating characteristic curve (AUC) values of the nomogram used to predict 1-, 2-, and 3-year OS were 0.751, 0.744, and 0.786 in the validation cohorts (0.761, 0.777, 0.787 in the training cohorts), respectively. The calibration curve of 1-, 2-, 3-year survival rates showed that the prediction of the nomogram was in good agreement with the actual observation. The nomogram exhibited higher clinical utility after evaluation with the 1-, 2-, 3-year DCA compared with the AJCC stage system. A predictive nomogram and risk stratification model have been constructed to evaluate the prognosis of DM-SCLC effectively and accurately. This nomogram may provide a reference for prognosis stratification and treatment decisions.
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页数:10
相关论文
共 29 条
[21]   Predictors of survival in patients with bone metastasis of lung cancer [J].
Sugiura, Hideshi ;
Yamada, Kenji ;
Sugiura, Takahiko ;
Hida, Toyoaki ;
Mitsudomi, Tetsuya .
CLINICAL ORTHOPAEDICS AND RELATED RESEARCH, 2008, 466 (03) :729-736
[22]   Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries [J].
Sung, Hyuna ;
Ferlay, Jacques ;
Siegel, Rebecca L. ;
Laversanne, Mathieu ;
Soerjomataram, Isabelle ;
Jemal, Ahmedin ;
Bray, Freddie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2021, 71 (03) :209-249
[23]   Prophylactic cranial irradiation versus observation in patients with extensive-disease small-cell lung cancer: a multicentre, randomised, open-label, phase 3 trial [J].
Takahashi, Toshiaki ;
Yamanaka, Takeharu ;
Seto, Takashi ;
Harada, Hideyuki ;
Nokihara, Hiroshi ;
Saka, Hideo ;
Nishio, Makoto ;
Kaneda, Hiroyasu ;
Takayama, Koichi ;
Ishimoto, Osamu ;
Takeda, Koji ;
Yoshioka, Hiroshige ;
Tachihara, Motoko ;
Sakai, Hiroshi ;
Goto, Koichi ;
Yamamoto, Nobuyuki .
LANCET ONCOLOGY, 2017, 18 (05) :663-671
[24]   Specific organ metastases and survival in metastatic non-small-cell lung cancer [J].
Tamura, Tomohiro ;
Kurishima, Koichi ;
Nakazawa, Kensuke ;
Kagohashi, Katsunori ;
Ishikawa, Hiroichi ;
Satoh, Hiroaki ;
Hizawa, Nobuyuki .
MOLECULAR AND CLINICAL ONCOLOGY, 2015, 3 (01) :217-221
[25]   Development and Validation of a Nomogram Prognostic Model for SCLC Patients [J].
Wang, Shidan ;
Yang, Lin ;
Ci, Bo ;
Maclean, Matthew ;
Gerber, David E. ;
Xiao, Guanghua ;
Xie, Yang .
JOURNAL OF THORACIC ONCOLOGY, 2018, 13 (09) :1338-1348
[26]   Metastatic location of extensive stage small-cell lung cancer: implications for thoracic radiation [J].
Zhang, Huaqi ;
Deng, Lei ;
Wang, Xin ;
Wang, Duoying ;
Teng, Feifei ;
Yu, Jinming .
JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2019, 145 (10) :2605-2612
[27]  
[张伶俐 Zhang Lingli], 2019, [第二军医大学学报, Academic Journal of Second Military Medical University], V40, P1270
[28]   Effect of tumor size on prognosis of node-negative lung cancer with sufficient lymph node examination and no disease extension [J].
Zhang, Yang ;
Sun, Yihua ;
Chen, Haiquan .
ONCOTARGETS AND THERAPY, 2016, 9 :649-653
[29]   Nomogram to predict cause-specific mortality in extensive-stage small cell lung cancer: A competing risk analysis [J].
Zhong, Jia ;
Zheng, Qiwen ;
An, Tongtong ;
Zhao, Jun ;
Wu, Meina ;
Wang, Yuyan ;
Zhuo, Minglei ;
Li, Jianjie ;
Zhao, Xinghui ;
Yang, Xue ;
Jia, Bo ;
Chen, Hanxiao ;
Dong, Zhi ;
Wang, Jingjing ;
Chi, Yujia ;
Zhai, Xiaoyu ;
Wang, Ziping .
THORACIC CANCER, 2019, 10 (09) :1788-1797