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External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes

INTRODUCTION: Penile cancer (PC) occurs less frequently in Europe and in the United States than in South America and parts of Africa. Lymph node (LN) involvement is the most important prognostic factor, and inguinal LN (ILN) dissection can be curative; however, ILN dissection has high morbidity. A n...

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Autores principales: Maciel, Carlos Vaz de Melo, Machado, Roberto Dias, Morini, Mariana Andozia, Mattos, Pablo Aloisio Lima, dos Reis, Ricardo, dos Reis, Rodolfo Borges, Guimarães, Gustavo Cardoso, da Cunha, Isabela Werneck, Faria, Eliney Ferreira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sociedade Brasileira de Urologia 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6837607/
https://www.ncbi.nlm.nih.gov/pubmed/31136111
http://dx.doi.org/10.1590/S1677-5538.IBJU.2018.0756
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author Maciel, Carlos Vaz de Melo
Machado, Roberto Dias
Morini, Mariana Andozia
Mattos, Pablo Aloisio Lima
dos Reis, Ricardo
dos Reis, Rodolfo Borges
Guimarães, Gustavo Cardoso
da Cunha, Isabela Werneck
Faria, Eliney Ferreira
author_facet Maciel, Carlos Vaz de Melo
Machado, Roberto Dias
Morini, Mariana Andozia
Mattos, Pablo Aloisio Lima
dos Reis, Ricardo
dos Reis, Rodolfo Borges
Guimarães, Gustavo Cardoso
da Cunha, Isabela Werneck
Faria, Eliney Ferreira
author_sort Maciel, Carlos Vaz de Melo
collection PubMed
description INTRODUCTION: Penile cancer (PC) occurs less frequently in Europe and in the United States than in South America and parts of Africa. Lymph node (LN) involvement is the most important prognostic factor, and inguinal LN (ILN) dissection can be curative; however, ILN dissection has high morbidity. A nomogram was previously developed based on clinicopathological features of PC to predict ILN metastases. Our objective was to conduct an external validation of the previously developed nomogram based on our population. MATERIALS AND METHODS: We included men with cN0 ILNs who underwent ILN dissection for penile carcinoma between 2000 and 2014. We performed external validation of the nomogram considering three different external validation methods: k-fold, leave-one-out, and bootstrap. We also analyzed prognostic variables. Performance was quantified in terms of calibration and discrimination (receiver operator characteristic curve). A logistic regression model for positive ILNs was developed based on clinicopathological features of PC. RESULTS: We analyzed 65 men who underwent ILN dissection (cN0). The mean age was 56.8 years. Of 65 men, 24 (36.9%) presented with positive LNs. A median 21 ILNs were removed. Considering the three different methods used, we concluded that the previously developed nomogram was not suitable for our sample. CONCLUSIONS: In our study, the previously developed nomogram that was applied to our population had low accuracy and low precision for correctly identifying patients with PC who have positive ILNs.
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spelling pubmed-68376072019-12-05 External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes Maciel, Carlos Vaz de Melo Machado, Roberto Dias Morini, Mariana Andozia Mattos, Pablo Aloisio Lima dos Reis, Ricardo dos Reis, Rodolfo Borges Guimarães, Gustavo Cardoso da Cunha, Isabela Werneck Faria, Eliney Ferreira Int Braz J Urol Original Article INTRODUCTION: Penile cancer (PC) occurs less frequently in Europe and in the United States than in South America and parts of Africa. Lymph node (LN) involvement is the most important prognostic factor, and inguinal LN (ILN) dissection can be curative; however, ILN dissection has high morbidity. A nomogram was previously developed based on clinicopathological features of PC to predict ILN metastases. Our objective was to conduct an external validation of the previously developed nomogram based on our population. MATERIALS AND METHODS: We included men with cN0 ILNs who underwent ILN dissection for penile carcinoma between 2000 and 2014. We performed external validation of the nomogram considering three different external validation methods: k-fold, leave-one-out, and bootstrap. We also analyzed prognostic variables. Performance was quantified in terms of calibration and discrimination (receiver operator characteristic curve). A logistic regression model for positive ILNs was developed based on clinicopathological features of PC. RESULTS: We analyzed 65 men who underwent ILN dissection (cN0). The mean age was 56.8 years. Of 65 men, 24 (36.9%) presented with positive LNs. A median 21 ILNs were removed. Considering the three different methods used, we concluded that the previously developed nomogram was not suitable for our sample. CONCLUSIONS: In our study, the previously developed nomogram that was applied to our population had low accuracy and low precision for correctly identifying patients with PC who have positive ILNs. Sociedade Brasileira de Urologia 2019-09-02 /pmc/articles/PMC6837607/ /pubmed/31136111 http://dx.doi.org/10.1590/S1677-5538.IBJU.2018.0756 Text en https://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 work is properly cited.
spellingShingle Original Article
Maciel, Carlos Vaz de Melo
Machado, Roberto Dias
Morini, Mariana Andozia
Mattos, Pablo Aloisio Lima
dos Reis, Ricardo
dos Reis, Rodolfo Borges
Guimarães, Gustavo Cardoso
da Cunha, Isabela Werneck
Faria, Eliney Ferreira
External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes
title External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes
title_full External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes
title_fullStr External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes
title_full_unstemmed External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes
title_short External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes
title_sort external validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6837607/
https://www.ncbi.nlm.nih.gov/pubmed/31136111
http://dx.doi.org/10.1590/S1677-5538.IBJU.2018.0756
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