Development and external validation of a novel nomogram for predicting cancer-specific survival in patients with ascending colon adenocarcinoma after surgery: a population-based study

被引:5
作者
Zhang, Yi Fan [1 ,2 ]
Ma, Cheng [3 ]
Qian, Xiao Ping [2 ,4 ]
机构
[1] Nanjing Med Univ, Dept Radiotherapy, Xuzhou Sch Clin Med, Xuzhou 221000, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Comprehens Canc Ctr, Nanjing Drum Tower Hosp Clin Coll, Nanjing 210000, Peoples R China
[3] Nanjing Med Univ, Dept Gastrointestinal Surg, Xuzhou Sch Clin Med, Xuzhou 221000, Jiangsu, Peoples R China
[4] Nanjing Univ, Comprehens Canc Ctr, Nanjing Drum Tower Hosp, Med Sch,Clin Canc Inst, Nanjing 210000, Peoples R China
关键词
Nomogram; Cancer-specific survival (CSS); Ascending colon adenocarcinoma; Predict; Lymph node ratio (LNR); LYMPH-NODE RATIO; COLORECTAL-CANCER; TUMOR SIZE; STAGE; ASSOCIATION; PROGNOSIS; FEATURES;
D O I
10.1186/s12957-022-02576-4
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background This study aimed to develop and validate a novel nomogram to predict the cancer-specific survival (CSS) of patients with ascending colon adenocarcinoma after surgery. Methods Patients with ascending colon adenocarcinoma were enrolled from the Surveillance, Epidemiology, and End Results (SEER) database from 1973 to 2015 and randomly divided into a training set (5930) and a validation set (2540). The cut-off values for age, tumour size and lymph node ratio (LNR) were calculated via X-tile software. In the training set, independent prognostic factors were identified using univariate and multivariate Cox analyses, and a nomogram incorporating these factors was subsequently built. Data from the validation set were used to assess the reliability and accuracy of the nomogram and then compared with the 8th edition of the American Joint Committee on Cancer (AJCC) tumour-node-metastasis (TNM) staging system. Furthermore, external validation was performed from a single institution in China. Results A total of 8470 patients were enrolled from the SEER database, 5930 patients were allocated to the training set, 2540 were allocated to the internal validation set and a separate set of 473 patients was allocated to the external validation set. The optimal cut-off values of age, tumour size and lymph node ratio were 73 and 85, 33 and 75 and 4.9 and 32.8, respectively. Univariate and multivariate Cox multivariate regression revealed that age, AJCC 8th edition T, N and M stage, carcinoembryonic antigen (CEA), tumour differentiation, chemotherapy, perineural invasion and LNR were independent risk factors for patient CSS. The nomogram showed good predictive ability, as indicated by discriminative ability and calibration, with C statistics of 0.835 (95% CI, 0.823-0.847) and 0.848 (95% CI, 0.830-0.866) in the training and validation sets and 0.732 (95% CI, 0.664-0.799) in the external validation set. The nomogram showed favourable discrimination and calibration abilities and performed better than the AJCC TNM staging system. Conclusions A novel validated nomogram could effectively predict patients with ascending colon adenocarcinoma after surgery, and this predictive power may guide clinicians in accurate prognostic judgement.
引用
收藏
页数:13
相关论文
共 46 条
[1]   Log odds of positive lymph nodes is prognostically equivalent to lymph node ratio in non-metastatic colon cancer [J].
Baqar, Ali Riaz ;
Wilkins, Simon ;
Wang, Wei ;
Oliva, Karen ;
McMurrick, Paul .
BMC CANCER, 2020, 20 (01)
[2]   Colon carcinoma - Classification into right and left sided cancer or according to colonic subsite? - Analysis of 29 568 patients [J].
Benedix, F. ;
Schmidt, U. ;
Mroczkowski, P. ;
Gastinger, I. ;
Lippert, H. ;
Kube, R. .
EJSO, 2011, 37 (02) :134-139
[3]   Comparison of 17,641 Patients With Right- and Left-Sided Colon Cancer: Differences in Epidemiology, Perioperative Course, Histology, and Survival [J].
Benedix, Frank ;
Kube, Rainer ;
Meyer, Frank ;
Schmidt, Uwe ;
Gastinger, Ingo ;
Lippert, Hans .
DISEASES OF THE COLON & RECTUM, 2010, 53 (01) :57-64
[4]  
Compton C, 2000, CANCER-AM CANCER SOC, V88, P1739, DOI 10.1002/(SICI)1097-0142(20000401)88:7<1739::AID-CNCR30>3.0.CO
[5]  
2-T
[6]   Tumor size is associated with the systemic inflammatory response but not survival in patients with primary operable colorectal cancer [J].
Crozier, Joseph Em ;
McMillan, Donald C. ;
McArdle, Colin S. ;
Angerson, Wilson J. ;
Anderson, John H. ;
Horgan, Paul G. ;
Mckee, Ruth F. .
JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2007, 22 (12) :2288-2291
[7]   Prediction of overall survival in stage II and III colon cancer beyond TNM system: a retrospective, pooled biomarker study [J].
Dienstmann, R. ;
Mason, M. J. ;
Sinicrope, F. A. ;
Phipps, A. I. ;
Tejpar, S. ;
Nesbakken, A. ;
Danielsen, S. A. ;
Sveen, A. ;
Buchanan, D. D. ;
Clendenning, M. ;
Rosty, C. ;
Bot, B. ;
Alberts, S. R. ;
Jessup, J. Milburn ;
Lothe, R. A. ;
Delorenzi, M. ;
Newcomb, P. A. ;
Sargent, D. ;
Guinney, J. .
ANNALS OF ONCOLOGY, 2017, 28 (05) :1023-1031
[8]   The lymph node status as a prognostic factor in colon cancer: comparative population study of classifications using the logarithm of the ratio between metastatic and nonmetastatic nodes (LODDS) versus the pN-TNM classification and ganglion ratio systems [J].
Fortea-Sanchis, Carlos ;
Martinez-Ramos, David ;
Escrig-Sos, Javier .
BMC CANCER, 2018, 18
[9]   Polypectomy versus surgery in early colon cancer: size and location of colon cancer affect long-term survival [J].
Gangireddy, Venu Gopala Reddy ;
Coleman, Teresa ;
Kanneganti, Praveen ;
Talla, Swathi ;
Annapureddy, Amarnath Reddy ;
Amin, Rajan ;
Parikh, Samip .
INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2018, 33 (10) :1349-1357
[10]   A prognostic index model to individually predict clinical outcomes for colorectal cancer with synchronous bone metastasis [J].
Guan, Xu ;
Ma, Chen-xi ;
Quan, Ji-chuan ;
Zhao, Zhi-xun ;
Chen, Hai-peng ;
Sun, Peng ;
Wang, Song ;
Lu, Zhao ;
Ma, Xiao-long ;
Liu, Zheng ;
Jiang, Zheng ;
Wang, Xi-shan .
JOURNAL OF CANCER, 2020, 11 (15) :4366-4372