Development and validation of nomograms for predicting survival in patients with non-metastatic colorectal cancer

被引:14
作者
Jiang, Huihong [1 ]
Tang, Erjiang [2 ]
Xu, Dan [2 ]
Chen, Ying [2 ]
Zhang, Yong [3 ]
Tang, Min [3 ]
Xiao, Yihua [3 ]
Zhang, Zhiyong [4 ]
Deng, Xiaxing [1 ]
Li, Huaguang [2 ]
Lin, Moubin [2 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp Affiliated, Dept Gen Surg, Shanghai, Peoples R China
[2] Tongji Univ, Sch Med, Yangpu Hosp, Ctr Translat Med, Shanghai, Peoples R China
[3] Tongji Univ, Sch Med, Yangpu Hosp, Dept Gen Surg, Shanghai, Peoples R China
[4] Zhuji Peoples Hosp Zhejiang Prov, Dept Gen Surg, Zhejiang, Peoples R China
基金
中国国家自然科学基金; 上海市自然科学基金;
关键词
colorectal cancer; nomogram; prognostic; overall survival; cancer-specific survival; PROGNOSTIC NOMOGRAM; INFLAMMATION; STATISTICS; TIME;
D O I
10.18632/oncotarget.16167
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: This study aimed to develop nomograms for predicting survival in patients with non-metastatic colorectal cancer (CRC). Results: On multivariate analyses of the derivation set, the nomograms for OS and CSS shared common significant prognostic factors: age, first-degree relative cancer history, differentiation grade, vessels/nerves invasion, TNM stage, CEA, CA19-9 and PNI. The nomograms displayed good accuracy in predicting OS and CSS, with C-indexes of 0.75 and 0.76, respectively. The calibration plots also showed an excellent agreement between the predicted and observed survival probabilities. Furthermore, the predictive accuracy of the nomograms was confirmed in the validation set, with C-indexes of 0.79 and 0.83 for OS and CSS, respectively. Materials and Methods: On the basis of data from 822 patients with resected non-metastatic CRC, nomograms for predicting overall survival (OS) and cancer-specific survival (CSS) were established using Cox regression model. The predictive performance of the nomograms was assessed by concordance index (C-index) and calibration plot. An independent external cohort of 171 patients was used to validate the nomograms. Conclusions: We developed and validated two nomograms for patients with non-metastatic CRC, which could provide individual prediction of OS and CSS with high accuracy.
引用
收藏
页码:29857 / 29864
页数:8
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