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.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] Novel analysis of prognosis of young patients with stage II differentiated thyroid cancer based on AJCC 8.0 and 6.0 criteria to implement the staging system
    Huang, Yihui
    Zhou, Ling
    Zeng, Wen
    Chen, Sichao
    Zhou, Wei
    Wei, Wei
    Zhang, Chao
    Hu, Di
    Wang, Min
    Liu, Zeming
    Guo, Liang
    [J]. GLAND SURGERY, 2020, 9 (05) : 1244 - +
  • [42] Establishment and validation of a nomogram model for predicting the survival probability of differentiated thyroid carcinoma patients: a comparison with the eighth edition AJCC cancer staging system
    Zhang, Ruyi
    Xu, Mei
    Liu, Xiangxiang
    Wang, Miao
    Jia, Qiang
    Wang, Shen
    Zheng, Xiangqian
    He, Xianghui
    Huang, Chao
    Fan, Yaguang
    Wu, Heng
    Xu, Ke
    Li, Dihua
    Meng, Zhaowei
    [J]. ENDOCRINE, 2021, 74 (01) : 108 - 119
  • [43] Establishment and validation of a nomogram model for predicting the survival probability of differentiated thyroid carcinoma patients: a comparison with the eighth edition AJCC cancer staging system
    Ruyi Zhang
    Mei Xu
    Xiangxiang Liu
    Miao Wang
    Qiang Jia
    Shen Wang
    Xiangqian Zheng
    Xianghui He
    Chao Huang
    Yaguang Fan
    Heng Wu
    Ke Xu
    Dihua Li
    Zhaowei Meng
    [J]. Endocrine, 2021, 74 : 108 - 119
  • [44] Addition of V-Stage to Conventional TNM Staging to Create the TNVM Staging System for Accurate Prediction of Prognosis in Colon Cancer: A Multi-Institutional Retrospective Cohort Study
    Bae, Jung Hoon
    Kim, Ji Hoon
    Lee, Jaeim
    Kye, Bong-Hyeon
    Lee, Sang Chul
    Lee, In Kyu
    Kang, Won Kyung
    Cho, Hyeon-Min
    Lee, Yoon Suk
    [J]. BIOMEDICINES, 2021, 9 (08)
  • [45] Development and validation of prognostic nomograms based on De Ritis ratio and clinicopathological features for patients with stage II/III colorectal cancer
    Jinming Fu
    Fenqi Du
    Tian Tian
    Hao Huang
    Lei Zhang
    Dapeng Li
    Yupeng Liu
    Ding Zhang
    Lijing Gao
    Ting Zheng
    Yanlong Liu
    Yashuang Zhao
    [J]. BMC Cancer, 23
  • [46] Development and validation of prognostic nomograms based on De Ritis ratio and clinicopathological features for patients with stage II/III colorectal cancer
    Fu, Jinming
    Du, Fenqi
    Tian, Tian
    Huang, Hao
    Zhang, Lei
    Li, Dapeng
    Liu, Yupeng
    Zhang, Ding
    Gao, Lijing
    Zheng, Ting
    Liu, Yanlong
    Zhao, Yashuang
    [J]. BMC CANCER, 2023, 23 (01)
  • [47] Identification and Initial Validation of Neuroendocrine Differentiation as a Novel Prognostic Factor in Stage II Colorectal Cancer Patients
    Liang, Yu
    Li, Yongmin
    Guo, Rui
    Zhao, Yan
    Miao, Huanshuo
    Chang, Hong
    Chen, Yue
    [J]. ONCOLOGY, 2024,
  • [48] Identification and Validation of a Six Immune-Related Genes Signature for Predicting Prognosis in Patients With Stage II Colorectal Cancer
    Li, Xianzhe
    Xie, Minghao
    Yin, Shi
    Xiong, Zhizhong
    Mao, Chaobin
    Zhang, Fengxiang
    Chen, Huaxian
    Jin, Longyang
    Lan, Ping
    Lian, Lei
    [J]. FRONTIERS IN GENETICS, 2021, 12
  • [49] Validation of the seventh edition of the American Joint Committee on Cancer tumor-node-metastasis (AJCC TNM) staging in patients with stage II and stage III colorectal carcinoma: analysis of 2511 cases from a medical centre in Korea
    Kim, K. H.
    Yang, S. S.
    Yoon, Y. S.
    Lim, S. -B.
    Yu, C. S.
    Kim, J. C.
    [J]. COLORECTAL DISEASE, 2011, 13 (08) : E220 - E226
  • [50] The new 'coN' staging system combining lymph node metastasis and tumour deposit provides a more accurate prognosis for TNM stage III colon cancer
    Wang, Xitao
    Cheng, Wei
    Dou, Xiaolin
    Tan, Fengbo
    Yan, Shipeng
    Zhou, Zhongyi
    Li, Yuqiang
    Xu, Biaoxiang
    Liu, Chongshun
    Ge, Heming
    Tian, Mengxiang
    Liu, Fangchun
    Li, Liling
    Zhang, Sai
    Li, Qingling
    Pei, Haiping
    Pei, Qian
    [J]. CANCER MEDICINE, 2023, 12 (03): : 2538 - 2550