Nomogram individually predicts the overall survival of patients with gastroenteropancreatic neuroendocrine neoplasms

被引:107
作者
Fang, Cheng [1 ,2 ,3 ]
Wang, Wei [1 ,2 ,3 ]
Feng, Xingyu [4 ,5 ]
Sun, Jian [6 ,7 ]
Zhang, Yu [8 ]
Zeng, Yujie [9 ]
Wang, Junjiang [4 ,5 ]
Chen, Huishan [10 ,11 ]
Cai, Muyan [2 ,12 ]
Lin, Junzhong [2 ,13 ]
Chen, Minhu [8 ]
Chen, Ye [10 ,11 ]
Li, Yong [4 ,5 ]
Li, Shengping [2 ,3 ,14 ]
Chen, Jie [8 ]
Zhou, Zhiwei [1 ,2 ,3 ]
机构
[1] Sun Yat Sen Univ, Canc Ctr, Dept Gastr Surg, Guangzhou, Guangdong, Peoples R China
[2] State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
[3] Collaborat Innovat Ctr Canc Med, Guangzhou, Guangdong, Peoples R China
[4] Guangdong Gen Hosp, Dept Gen Surg, Guangzhou, Guangdong, Peoples R China
[5] Guangdong Acad Med Sci, Guangzhou, Guangdong, Peoples R China
[6] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Biliopancreat Surg, Guangzhou, Guangdong, Peoples R China
[7] Guangdong Prov Key Lab Malignant Tumor Epigenet &, Guangzhou, Guangdong, Peoples R China
[8] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Gastroenterol, Guangzhou, Guangdong, Peoples R China
[9] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Gastrointestinal Surg, Guangzhou, Guangdong, Peoples R China
[10] Southern Med Univ, Nanfang Hosp, Dept Gastroenterol, Guangzhou, Guangdong, Peoples R China
[11] Guangdong Prov Key Lab Gastroenterol, Guangzhou, Guangdong, Peoples R China
[12] Sun Yat Sen Univ, Dept Pathol, Canc Ctr, Guangzhou, Guangdong, Peoples R China
[13] Sun Yat Sen Univ, Dept Colorectal Surg, Canc Ctr, Guangzhou, Guangdong, Peoples R China
[14] Sun Yat Sen Univ, Dept Hepatopancreatobiliary Surg, Canc Ctr, Guangzhou, Guangdong, Peoples R China
关键词
nomogram; gastroenteropancreatic neuroendocrine neoplasms; predict; overall survival; GASTRIC-CANCER; TUMORS; VALIDATION; RECURRENCE; PROGNOSIS; RESECTION; MODELS;
D O I
10.1038/bjc.2017.315
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The current study aimed to establish a novel nomogram to predict the overall survival of individual Chinese patients with gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs). Furthermore, this study sought to externally validate this nomogram using the Surveillance, Epidemiology, and End Results (SEER) database. Methods: The records of 1183 patients with GEP-NENs treated at five high-capacity institutions in China between 2005 and 2015 were retrospectively analysed. In addition, 10 236 GEP-NEN cases from the SEER database were included as an external validation set. Results: A multivariate analysis using Cox proportional hazards (PHs) regression was performed, and a nomogram was constructed. Discrimination, calibration, and external validation were performed using the SEER data set. The multivariate Cox model indicated that age, tumour size, differentiation, lymph node metastases, and distant metastases were independent covariates associated with survival. With respect to the training set, the nomogram exhibited better discrimination power than TNM classification (Harrell's concordance index (C-index): 0.837 vs 0.784, P = 0.006). Discrimination was also excellent and superior to that of TNM classification for the SEER-based validation set (C-index: 0.808 vs 0.717, P<0.001). The calibrated nomogram predicted a survival rate that closely corresponded to the actual survival rate. Conclusions: We developed a nomogram that predicted the 3-and 5-year overall survival rates of patients with GEP-NENs. Validation revealed excellent discrimination and calibration for this nomogram, suggesting that it exhibits satisfactory clinical utility that might improve individualised predictions of survival risks and lead to the creation of additional clinical therapies.
引用
收藏
页码:1544 / 1550
页数:7
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