Development and validation of a preoperative nomogram to predict lymph node metastasis in patients with bladder urothelial carcinoma

被引:2
|
作者
Ji, Junjie [1 ]
Yao, Yu [1 ]
Sun, Lijiang [1 ]
Yang, Qingya [2 ]
Zhang, Guiming [1 ]
机构
[1] Qingdao Univ, Dept Urol, Affiliated Hosp, Qingdao, Peoples R China
[2] Shandong Univ, Qilu Hosp Qingdao, Cheeloo Coll Med, Dept Urol, Qingdao, Peoples R China
关键词
Bladder cancer; Lymph node metastasis; Bladder urothelial carcinoma; Cancer risk; Nomogram; External validation; RADICAL CYSTECTOMY; TREATMENT STRATEGIES; DIAGNOSTIC-ACCURACY; PATHOLOGICAL STAGE; CANCER PATIENTS; IMPACT; OUTCOMES; LYMPHADENECTOMY; COMPLICATIONS; DISCREPANCY;
D O I
10.1007/s00432-023-04978-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposePredicting lymph node metastasis (LNM) in patients with bladder urothelial carcinoma (BUC) before radical cystectomy aids clinical decision making. Here, we aimed to develop and validate a nomogram to preoperatively predict LNM in BUC patients.MethodsPatients with histologically confirmed BUC, who underwent radical cystectomy and bilateral lymphadenectomy, were retrospectively recruited from two institutions. Patients from one institution were enrolled in the primary cohort, while those from the other were enrolled in the external validation cohort. Patient demographic, pathological (using transurethral resection of the bladder tumor specimens), imaging, and laboratory data were recorded. Univariate and multivariate logistic regression analyses were performed to explore the independent preoperative risk factors and develop the nomogram. Internal and external validation was conducted to assess nomogram performance.Results522 and 215 BUC patients were enrolled in the primary and external validation cohorts, respectively. We identified tumor grade, infiltration, extravesical invasion, LNM on imaging, tumor size, and serum creatinine levels as independent preoperative risk factors, which were subsequently used to develop the nomogram. The nomogram showed a good predictive accuracy, with area under the receiver operator characteristic curve values of 0.817 and 0.825 for the primary and external validation cohorts, respectively. The corrected C-indexes, calibration curves (after 1000 bootstrap resampling), decision curve analysis results, and clinical impact curves demonstrated that the nomogram performed well in both cohorts and was highly clinically applicable.ConclusionWe developed a nomogram to preoperatively predict LNM in BUC, which was highly accurate, reliable, and clinically applicable.
引用
收藏
页码:10911 / 10923
页数:13
相关论文
共 50 条
  • [21] Development and validation of a nomogram to predict overall survival of T1 esophageal squamous cell carcinoma patients with lymph node metastasis
    Yu, Jia
    Hu, Wenyu
    Yao, Nan
    Sun, Mengzi
    Li, Xiaotong
    Wang, Ling
    Yang, Yixue
    Li, Bo
    TRANSLATIONAL ONCOLOGY, 2021, 14 (08):
  • [22] Development and Validation of a Novel Model to Predict Regional Lymph Node Metastasis in Patients With Hepatocellular Carcinoma
    Chen, Xiaoyuan
    Lu, Yiwei
    Shi, Xiaoli
    Han, Guoyong
    Zhao, Jie
    Gao, Yun
    Wang, Xuehao
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [23] A tumor microenvironment preoperative nomogram for prediction of lymph node metastasis in bladder cancer
    Chen, Zhenghao
    Qin, Chuan
    Wang, Gang
    Shang, Donghao
    Tian, Ye
    Yuan, Lushun
    Cao, Rui
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [24] Nomogram to predict lymph node metastasis in patients with early oesophageal squamous cell carcinoma
    Zheng, H.
    Tang, H.
    Wang, H.
    Fang, Y.
    Shen, Y.
    Feng, M.
    Xu, S.
    Fan, H.
    Ge, D.
    Wang, Q.
    Tan, L.
    BRITISH JOURNAL OF SURGERY, 2018, 105 (11) : 1464 - 1470
  • [25] Development and validation of a novel nomogram to predict overall survival in gastric cancer with lymph node metastasis
    Mao, Minjie
    Zhang, Ao
    He, Yi
    Zhang, Lin
    Liu, Wen
    Song, Yiling
    Chen, Shuqi
    Jiang, Guanmin
    Wang, Xueping
    INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2020, 16 (07): : 1230 - 1237
  • [26] Nomogram to predict central lymph node metastasis in papillary thyroid carcinoma
    Qiao, Dehui
    Deng, Xian
    Liang, Ruichen
    Li, Xu
    Zhang, Rongjia
    Lei, Zhi
    Yang, Hui
    Zhou, Xiangyu
    CLINICAL & EXPERIMENTAL METASTASIS, 2024, 41 (05) : 613 - 626
  • [27] Development and Validation of a Nomogram for Preoperative Prediction of Central Compartment Lymph Node Metastasis in Patients with Papillary Thyroid Carcinoma and Type 2 Diabetes Mellitus
    He, Chao
    Lu, Yiqiao
    Wang, Binqi
    He, Jie
    Liu, Haiguang
    Zhang, Xiaohua
    CANCER MANAGEMENT AND RESEARCH, 2021, 13 : 2499 - 2513
  • [28] Metastasis of bladder urothelial carcinoma to cervical lymph node: A case report
    Wang, Zengjun
    Lv, Qiang
    Li, Pengchao
    Su, Shifeng
    Huo, Yibo
    Zhao, Kai
    Xu, Aiming
    Wei, Chen
    Shao, Pengfei
    Qin, Chao
    Liu, Yiyang
    INTERNATIONAL JOURNAL OF UROLOGY, 2016, 23 : 46 - 46
  • [29] Construction and Validation of a Nomogram for the Preoperative Prediction of Lymph Node Metastasis in Gastric Cancer
    Li, Shilong
    Zhao, Zongxian
    Yang, Huaxiang
    Wang, Daohan
    Sun, Weilin
    Li, Shuliang
    Zhang, Zhaoxiong
    Fu, Weihua
    CANCER CONTROL, 2021, 28
  • [30] Development and validation of a nomogram for preoperative prediction of lymph node metastasis in pathological T1 esophageal squamous cell carcinoma
    Chen, Ling
    Peng, Kaiming
    Han, Ziyan
    Yu, Shaobin
    Huang, Zhixin
    Xu, Hui
    Kang, Mingqiang
    MEDICINE, 2022, 101 (20)