External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder

被引:5
|
作者
Ku, Ja Hyeon [1 ]
Kim, Myong [1 ]
Byun, Seok-Soo [2 ]
Jeong, Hyeon [3 ]
Kwak, Cheol [1 ]
Kim, Hyeon Hoe [1 ]
Lee, Sang Eun [2 ]
机构
[1] Seoul Natl Univ Hosp, Dept Urol, Seoul 110744, South Korea
[2] Seoul Natl Univ, Bundang Hosp, Dept Urol, Songnam, South Korea
[3] SMG SNU Boramae Med Ctr, Dept Urol, Seoul, South Korea
来源
PLOS ONE | 2015年 / 10卷 / 10期
关键词
RADICAL CYSTECTOMY; STAGING SCORES; CANCER; RISK; SURVIVAL; NOMOGRAM; PROPOSAL;
D O I
10.1371/journal.pone.0120552
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose To externally validate models to predict LN metastsis; Karakiewicz nomogram, clinical nodal staging score (cNSS), and pathologic nodal staging score (pNSS) using a different cohort Materials and Methods Clinicopathologic data from 500 patients who underwent radical cystectomy and pelvic lymphadenectomy were analyzed. The overall predictive values of models were compared with the criteria of overall performance, discrimination, calibration, and clinical usefulness. Results Presence of pN+ stages was recorded in 117 patients (23.4%). Agreement between clinical and pathologic stage was noted in 174 (34.8%). Based on Nagelkerke's peudo-R2 and brier score, pNSS demonstrated best overall performance. Area under the receiver operating characteristics curve, showed that pNSS had the best discriminatory ability. In all models, calibration was on average correct (calibration-in-the-large coefficient = zero). On decision curve analysis, pNSS performed better than other models across a wide range of threshold probabilities. Conclusions When compared to pNSS, current precystectomy models such as the Karakiewicz nomogram and cNSS cannot predict the probability of LN metastases accurately. The findings suggest that the application of pNSS to Asian patients is feasible.
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页数:10
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