A New Metastatic Lymph Node Classification-based Survival Predicting Model in Patients With Small Bowel Adenocarcinoma: A Derivation and Validation Study

被引:36
作者
Wu, Shan [1 ]
Chen, Jin-Nan [1 ]
Zhang, Qing-Wei [1 ]
Tang, Chao-Tao [1 ]
Zhang, Xin-Tian [1 ]
Tang, Ming-Yu [1 ]
Li, Xiao-Bo [1 ]
Ge, Zhi-Zheng [1 ]
机构
[1] Shanghai Jiao Tong Univ, Renji Hosp, Sch Med,Div Gastroenterol & Hepatol, Minist Hlth,Shanghai Inst Digest Dis,Key Lab Gast, Shanghai, Peoples R China
来源
EBIOMEDICINE | 2018年 / 32卷
基金
中国国家自然科学基金;
关键词
Small bowel carcinoma; Metastatic lymph node; Survival predicting model; TNM staging; UNITED-STATES; NUMBER;
D O I
10.1016/j.ebiom.2018.05.022
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Currentmethods of lymph node (LN) staging are controversial in predicting the survival of SBA. We aimed to develop an alternative LN-classification-based nomogram to individualize SBA prognosis. Methods: Based on the data from the Surveillance, Epidemiology, and End Results (SEER) database of patients diagnosed with SBA between 2004 and 2014, we identified the cut-off points for the number of LNs examined and the number found to be metastatic using the K-adaptive partitioning (KAPS) algorithm. Using metastatic LNs, a nomogram predicting the survival of SBA was derived, internally and externally validated, and measured by calibration curve, C-index, and decision curve analysis (DCA), and compared to the 8th TNM stage. Results: A total of 1516 patients were included. The cut-off of 17 was the optimal examined LN number. For metastatic LN numbers, the cut-off points were 0, 2, and 8. The C-index for the nomogram was higher than the 8th TNM staging (internal: 0.734; 95% CI, 0.693 to 0.775 vs. 0.677; 95% CI, 0.652 to 0.702, P < 0.001; external: 0.715; 95% CI, 0.674 to 0.756 vs. 0.648; 95% CI, 0.602 to 0.693, P < 0.001). Also, the nomogram showed good calibration in internal and external validation and larger net benefit than TNM staging. Conclusion: We modified current N staging into a 4-level staging system based on the number of metastatic LNs: N0, no LNmetastasis; N1, 1-2metastatic LNs; N2, 3-8metastatic LNs, and N3, >8metastatic LNs and set the least examined LN number to 17. A nomogram based on this staging showed great clinical usability than TNMstaging for predicting the survival of SBA patients. (C) 2018 The Authors. Published by Elsevier B.V.
引用
收藏
页码:134 / 141
页数:8
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