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External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder
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 ly...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4591286/ https://www.ncbi.nlm.nih.gov/pubmed/26426341 http://dx.doi.org/10.1371/journal.pone.0120552 |
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author | Ku, Ja Hyeon Kim, Myong Byun, Seok-Soo Jeong, Hyeon Kwak, Cheol Kim, Hyeon Hoe Lee, Sang Eun |
author_facet | Ku, Ja Hyeon Kim, Myong Byun, Seok-Soo Jeong, Hyeon Kwak, Cheol Kim, Hyeon Hoe Lee, Sang Eun |
author_sort | Ku, Ja Hyeon |
collection | PubMed |
description | 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-R(2) 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. |
format | Online Article Text |
id | pubmed-4591286 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-45912862015-10-09 External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder Ku, Ja Hyeon Kim, Myong Byun, Seok-Soo Jeong, Hyeon Kwak, Cheol Kim, Hyeon Hoe Lee, Sang Eun PLoS One Research Article 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-R(2) 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. Public Library of Science 2015-10-01 /pmc/articles/PMC4591286/ /pubmed/26426341 http://dx.doi.org/10.1371/journal.pone.0120552 Text en © 2015 Ku et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Ku, Ja Hyeon Kim, Myong Byun, Seok-Soo Jeong, Hyeon Kwak, Cheol Kim, Hyeon Hoe Lee, Sang Eun External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder |
title | External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder |
title_full | External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder |
title_fullStr | External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder |
title_full_unstemmed | External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder |
title_short | External Validation of Models for Prediction of Lymph Node Metastasis in Urothelial Carcinoma of the Bladder |
title_sort | external validation of models for prediction of lymph node metastasis in urothelial carcinoma of the bladder |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4591286/ https://www.ncbi.nlm.nih.gov/pubmed/26426341 http://dx.doi.org/10.1371/journal.pone.0120552 |
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