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
相关论文
共 40 条
[1]   Association of primary tumor lymph node ratio with burden of liver metastases and survival in stage IV colorectal cancer [J].
Ahmad, Ali ;
Reha, Jeffrey ;
Saied, Abdul ;
Espat, N. Joseph ;
Somasundar, Ponnandai ;
Katz, Steven C. .
HEPATOBILIARY SURGERY AND NUTRITION, 2017, 6 (03) :154-161
[2]   Discrimination and Calibration of Clinical Prediction Models Users' Guides to the Medical Literature [J].
Alba, Ana Carolina ;
Agoritsas, Thomas ;
Walsh, Michael ;
Hanna, Steven ;
Iorio, Alfonso ;
Devereaux, P. J. ;
McGinn, Thomas ;
Guyatt, Gordon .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 318 (14) :1377-1384
[3]   Socioeconomic Inequalities in Colorectal Cancer Survival in Southern Spain: A Multilevel Population-Based Cohort Study [J].
Angel Luque-Fernandez, Miguel ;
Redondo-Sanchez, Daniel ;
Rodriguez-Barranco, Miguel ;
Chang-Chan, Yoe-Ling ;
Salamanca-Fernandez, Elena ;
Nunez, Olivier ;
Fernandez-Navarro, Pablo ;
Pollan, Marina ;
Sanchez, Maria-Jose .
CLINICAL EPIDEMIOLOGY, 2020, 12 :797-806
[4]   Increasing Disparities in the Age-Related Incidences of Colon and Rectal Cancers in the United States, 1975-2010 [J].
Bailey, Christina E. ;
Hu, Chung-Yuan ;
You, Nancy ;
Bednarski, Brian K. ;
Rodriguez-Bigas, Miguel A. ;
Skibber, John M. ;
Cantor, Scott B. ;
Chang, George J. .
JAMA SURGERY, 2015, 150 (01) :17-22
[5]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[6]   Prognostic Value of the Lymph Node Ratio in Stage III Colorectal Cancer: A Systematic Review [J].
Ceelen, W. ;
Van Nieuwenhove, Y. ;
Pattyn, P. .
ANNALS OF SURGICAL ONCOLOGY, 2010, 17 (11) :2847-2855
[7]   Establishment and validation of a predictive nomogram model for non-small cell lung cancer patients with chronic hepatitis B viral infection [J].
Chen, Shulin ;
Lai, Yanzhen ;
He, Zhengqiang ;
Li, Jianpei ;
He, Xia ;
Shen, Rui ;
Ding, Qiuying ;
Chen, Hao ;
Peng, Songguo ;
Liu, Wanli .
JOURNAL OF TRANSLATIONAL MEDICINE, 2018, 16
[8]   Lymph Node Ratio as a Quality and Prognostic Indicator in Stage III Colon Cancer [J].
Chen, Steven L. ;
Steele, Scott R. ;
Eberhardt, John ;
Zhu, Kangmin ;
Bilchik, Anton ;
Stojadinovic, Alexander .
ANNALS OF SURGERY, 2011, 253 (01) :82-87
[9]  
Collins GS, 2015, J CLIN EPIDEMIOL, V68, P112, DOI [10.7326/M14-0697, 10.1002/bjs.9736, 10.7326/M14-0698, 10.1016/j.jclinepi.2014.11.010, 10.1111/eci.12376, 10.1038/bjc.2014.639, 10.1186/s12916-014-0241-z, 10.1136/bmj.g7594, 10.1016/j.eururo.2014.11.025]
[10]   The Critical Role of Tumor Size in Predicting Prognosis for T1 Colon Cancer [J].
Dai, Weixing ;
Mo, Shaobo ;
Xiang, Wenqiang ;
Han, Lingyu ;
Li, Qingguo ;
Wang, Renjie ;
Xu, Ye ;
Cai, Guoxiang .
ONCOLOGIST, 2020, 25 (03) :244-251