Establishment and validation of a novel nomogram incorporating clinicopathological parameters into the TNM staging system to predict prognosis for stage II colorectal cancer

被引:22
|
作者
Mo, Shaobo [1 ,2 ]
Zhou, Zheng [1 ,2 ]
Li, Yaqi [1 ,2 ]
Hu, Xiang [1 ,2 ]
Ma, Xiaoji [1 ,2 ]
Zhang, Long [1 ,3 ]
Cai, Sanjun [1 ,2 ]
Peng, Junjie [1 ,2 ]
机构
[1] Fudan Univ, Shanghai Canc Ctr, Dept Colorectal Surg, 270 Dongan Rd, Shanghai 200032, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai 200032, Peoples R China
[3] Fudan Univ, Shanghai Canc Ctr, Dept Canc Inst, Shanghai 200032, Peoples R China
基金
中国国家自然科学基金;
关键词
Nomogram; Colorectal cancer; Stage II; Prognosis; Clinical utility; CLINICAL-PRACTICE GUIDELINES; COLON-CANCER; RECTAL-CANCER; ADJUVANT CHEMOTHERAPY; TUMOR-MARKERS; PERINEURAL INVASION; EUROPEAN GROUP; RECOMMENDATIONS; STATISTICS; RECURRENCE;
D O I
10.1186/s12935-020-01382-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundSurvival outcomes are significantly different in stage II colorectal cancer (CRC) patients with diverse clinicopathological features. The objective of this study is to establish a credible prognostic nomogram incorporating easily obtained parameters for stage II CRC patients.MethodsA total of 1708 stage II CRC patients seen at Fudan University Shanghai Cancer Center (FUSCC) from 2008 to 2013 were retrospectively analyzed in this study. Cases were randomly separated into a training set (n=1084) and a validation set (n=624). Univariate and multivariate Cox regression analyses were used to identify independent prognostic factors that were subsequently incorporated into a nomogram. The performance of the nomogram was evaluated by the predicted concordance index (C-index) and ROC curve to calculate the area under the curve (AUC). The clinical utility of the nomogram was evaluated using decision curve analysis (DCA).ResultsIn univariate and multivariate analyses, eight parameters were correlated with disease-free survival (DFS), which were subsequently selected to generate a prognostic nomogram based on DFS. For DFS predictions, the C-index values of the nomogram were 0.842 (95% confidence interval (CI) 0.710-0.980), and 0.701 (95% CI 0.610-0.770) for the training and validation sets, respectively. The AUC values of the ROC curves for the nomogram to predicted 1, 3 and 5-year survival were 0.869, 0.858, and 0.777 (training group) and 0.673, 0.714, and 0.706 (validation group), respectively. The recurrence probability calibration curve showed good consistency between actual observations and nomogram-based predictions. DCA showed better clinical application value for the nomogram than the TNM staging system.ConclusionA novel nomogram was established and validated in a large population, and the nomogram is a simple-to-use tool for physicians to facilitate postoperative personalized prognostic evaluation and determine therapeutic strategies for stage II CRC patients.
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页数:13
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