Prognostic nomogram to predict the overall survival of patients with early-onset colorectal cancer: a population-based analysis

比例危险模型 危险系数 生存分析 接收机工作特性 回顾性队列研究 预测模型 人口 癌症 肝病学 胃肠病学 总体生存率 单变量分析 逻辑回归 置信区间 尤登J统计 T级 存活率 基于人群的研究
作者
Junxian Wu,Linbin Lu,Hong Chen,Yihong Lin,Huanlin Zhang,Enlin Chen,Weiwei Lin,Jie Li,Xi Chen
出处
期刊:International Journal of Colorectal Disease [Springer Nature]
卷期号:36 (9): 1981-1993
标识
DOI:10.1007/s00384-021-03992-w
摘要

The present study aimed to identify independent clinicopathological and socio-economic prognostic factors associated with overall survival of early-onset colorectal cancer (EO-CRC) patients and then establish and validate a prognostic nomogram for patients with EO-CRC. Eligible patients with EO-CRC diagnosed from 2010 to 2017 were extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Patients were randomly divided into a training cohort and a testing cohort. Independent prognostic factors were obtained using univariate and multivariate Cox analyses and were used to establish a nomogram for predicting 3- and 5-year overall survival (OS). The discriminative ability and calibration of the nomogram were assessed using C-index values, AUC values, and calibration plots. In total, 5585 patients with EO-CRC were involved in the study. Based on the univariate and multivariate analyses, 15 independent prognostic factors were assembled into the nomogram to predict 3- and 5-year OS. The nomogram showed favorable discriminatory ability as indicated by the C-index (0.840, 95% CI 0.827–0.850), and the 3- and 5-year AUC values (0.868 and 0.84869 respectively). Calibration plots indicated optimal agreement between the nomogram-predicted survival and the actual observed survival. The results remained reproducible in the testing cohort. The C-index of the nomogram was higher than that of the TNM staging system (0.840 vs 0.804, P < 0.001). A novel prognostic nomogram for EO-CRC patients based on independent clinicopathological and socio-economic factors was developed, which was superior to the TNM staging system. The nomogram could facilitate postoperative individual prognosis prediction and clinical decision-making.

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