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

被引:25
作者
Wu, Junxian [1 ]
Lu, Linbin [1 ]
Chen, Hong [1 ]
Lin, Yihong [1 ]
Zhang, Huanlin [1 ]
Chen, Enlin [1 ]
Lin, Weiwei [1 ]
Li, Jie [1 ]
Chen, Xi [1 ]
机构
[1] Fujian Med Univ, Fuzong Clin Med Coll, 900th Hosp Peoples Liberat Army Joint Serv Suppor, Dept Oncol, Fuzhou, Peoples R China
关键词
Nomogram; Early-onset colorectal cancer; SEER; Prediction; Overall survival; LYMPH-NODE RATIO; COLON-CANCER; SOCIOECONOMIC DISPARITIES; TUMOR SIZE; INDICATOR; IMPACT;
D O I
10.1007/s00384-021-03992-w
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Purpose 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. Methods 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. Results 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). Conclusion 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.
引用
收藏
页码:1981 / 1993
页数:13
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