Development and validation of a nomogram to predict the prognosis of patients with squamous cell carcinoma of the bladder

被引:6
|
作者
Hu, Mei-Di [1 ]
Chen, Si-Hai [2 ]
Liu, Yuan [3 ]
Jia, Ling-Hua [4 ]
机构
[1] Nanchang Univ, Affiliated Hosp 1, Dept Gen Practice, Nanchang 330006, Jiangxi, Peoples R China
[2] Nanchang Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanchang 330006, Jiangxi, Peoples R China
[3] Fudan Univ, Peoples Hosp Shanghai 5, Div Nephrol, Shanghai 200240, Peoples R China
[4] Nanchang Univ, Jiangxi Prov Peoples Hosp, Dept Urol, Nanchang 330006, Jiangxi, Peoples R China
关键词
CANCER; SURVIVAL; RISK; MODELS;
D O I
10.1042/BSR20193459
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: The present study aimed to develop and validate a nomogram based on expanded TNM staging to predict the prognosis for patients with squamous cell carcinoma of the bladder (SCCB). Methods: A total of 595 eligible patients with SCCB identified in the Surveillance, Epidemiology, and End Results (SEER) dataset were randomly divided into training set (n = 416) and validation set (n = 179). The likelihood ratio test was used to select potentially relevant factors for developing the nomogram. The performance of the nomogram was validated on the training and validation sets using a C-index with 95% confidence interval (95% CI) and calibration curve, and was further compared with TNM staging system. Results: The nomogram included six factors: age, T stage, N stage, M stage, the method of surgery and tumor size. The C-indexes of the nomogram were 0.768 (0.741-0.795) and 0.717 (0.671-0.763) in the training and validation sets, respectively, which were higher than the TNM staging system with C-indexes of 0.580 (0.543-0.617) and 0.540 (0.484-0.596) in the training and validation sets, respectively. Furthermore, the decision curve analysis (DCA) proved that the nomogram provided superior clinical effectiveness. Conclusions: We developed a nomogram that help predict individualized prognosis for patients with SCCB.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Development and validation of a nomogram for prognosis of sinonasal squamous cell carcinoma
    Quan, Huatao
    Yan, Li
    Zhang, Haiyan
    Zou, Lifen
    Yuan, Wei
    Wang, Shengzi
    INTERNATIONAL FORUM OF ALLERGY & RHINOLOGY, 2019, 9 (09) : 1030 - 1040
  • [2] The development and verification of nomogram to predict the survival prognosis of patients with esophageal squamous cell carcinoma
    Xiao, L.
    Li, T.
    ANNALS OF ONCOLOGY, 2020, 31 : S918 - S918
  • [3] Development and validation of nomogram to predict risk of survival in patients with laryngeal squamous cell carcinoma
    Cui, Jie
    Wang, Liping
    Zhong, Waisheng
    Chen, Zhen
    Tan, Xiaojun
    Yang, Hong
    Chen, Jie
    Liu, Genglong
    BIOSCIENCE REPORTS, 2020, 40
  • [4] Nomograms to predict individual prognosis of patients with squamous cell carcinoma of the urinary bladder
    Zhang, Guanghao
    Li, Zhiwei
    Song, Daoqing
    Fang, Zhiqing
    BMC CANCER, 2019, 19 (01)
  • [5] Nomograms to predict individual prognosis of patients with squamous cell carcinoma of the urinary bladder
    Guanghao Zhang
    Zhiwei Li
    Daoqing Song
    Zhiqing Fang
    BMC Cancer, 19
  • [6] Development and validation of nomogram based on a novel platelet index score to predict prognosis in patients with renal cell carcinoma
    Xiao, Ruotao
    Qin, Yanchun
    Liu, Lei
    Chen, Zhigang
    Yang, Bin
    Xu, Chuxiao
    He, Wei
    Liu, Cheng
    Ma, Lulin
    JOURNAL OF CANCER, 2021, 12 (21): : 6301 - 6309
  • [7] Development and validation of a preoperative nomogram to predict lymph node metastasis in patients with bladder urothelial carcinoma
    Ji, Junjie
    Yao, Yu
    Sun, Lijiang
    Yang, Qingya
    Zhang, Guiming
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (12) : 10911 - 10923
  • [8] Development and validation of a preoperative nomogram to predict lymph node metastasis in patients with bladder urothelial carcinoma
    Junjie Ji
    Yu Yao
    Lijiang Sun
    Qingya Yang
    Guiming Zhang
    Journal of Cancer Research and Clinical Oncology, 2023, 149 : 10911 - 10923
  • [9] Development and validation of a new clinical staging system to predict survival for esophageal squamous cell carcinoma patients: Application of the nomogram
    Shao, Chen-ye
    Liu, Xiao-long
    Yao, Sheng
    Li, Zong-jie
    Cong, Zhuang-zhuang
    Luo, Jing
    Dong, Guo-hua
    Yi, Jun
    EJSO, 2021, 47 (06): : 1473 - 1480
  • [10] Development and validation of a nomogram to predict cervical lymph node metastasis in head and neck squamous cell carcinoma
    Chen, Xiaohan
    Zhang, Lu
    Lu, Haijun
    Tan, Ye
    Li, Bo
    FRONTIERS IN ONCOLOGY, 2024, 13