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A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group)
Background: To create a nomogram for predicting prostate cancer (PCa) with lymph node involvement (LNI) in the robot-assisted radical prostatectomy (RARP) era. Methods: A retrospective multicenter cohort study was conducted on 3195 patients with PCa who underwent RARP at nine institutions in Japan b...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601367/ https://www.ncbi.nlm.nih.gov/pubmed/36292234 http://dx.doi.org/10.3390/diagnostics12102545 |
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author | Kawase, Makoto Ebara, Shin Tatenuma, Tomoyuki Sasaki, Takeshi Ikehata, Yoshinori Nakayama, Akinori Toide, Masahiro Yoneda, Tatsuaki Sakaguchi, Kazushige Ishihara, Takuma Teishima, Jun Makiyama, Kazuhide Inoue, Takahiro Kitamura, Hiroshi Saito, Kazutaka Koga, Fumitaka Urakami, Shinji Koie, Takuya |
author_facet | Kawase, Makoto Ebara, Shin Tatenuma, Tomoyuki Sasaki, Takeshi Ikehata, Yoshinori Nakayama, Akinori Toide, Masahiro Yoneda, Tatsuaki Sakaguchi, Kazushige Ishihara, Takuma Teishima, Jun Makiyama, Kazuhide Inoue, Takahiro Kitamura, Hiroshi Saito, Kazutaka Koga, Fumitaka Urakami, Shinji Koie, Takuya |
author_sort | Kawase, Makoto |
collection | PubMed |
description | Background: To create a nomogram for predicting prostate cancer (PCa) with lymph node involvement (LNI) in the robot-assisted radical prostatectomy (RARP) era. Methods: A retrospective multicenter cohort study was conducted on 3195 patients with PCa who underwent RARP at nine institutions in Japan between September 2012 and August 2021. A multivariable logistic regression model was used to identify factors strongly associated with LNI. The Bootstrap-area under the curve (AUC) was calculated to assess the internal validity of the prediction model. Results: A total of 1855 patients were enrolled in this study. Overall, 93 patients (5.0%) had LNI. On multivariable analyses, initial prostate-specific antigen, number of cancer-positive and-negative biopsy cores, biopsy Gleason grade, and clinical T stage were independent predictors of PCa with LNI. The nomogram predicting PCa with LNI has been demonstrated (AUC 84%). Using a nomogram cut-off of 6%, 492 of 1855 patients (26.5%) would avoid unnecessary pelvic lymph node dissection, and PCa with LNI would be missed in two patients (0.1%). The sensitivity, specificity, and negative predictive values associated with a cutoff of 6% were 74%, 80%, and 99.6%, respectively. Conclusions: We developed a clinically applicable nomogram for predicting the probability of patients with PCa with LNI. |
format | Online Article Text |
id | pubmed-9601367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96013672022-10-27 A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group) Kawase, Makoto Ebara, Shin Tatenuma, Tomoyuki Sasaki, Takeshi Ikehata, Yoshinori Nakayama, Akinori Toide, Masahiro Yoneda, Tatsuaki Sakaguchi, Kazushige Ishihara, Takuma Teishima, Jun Makiyama, Kazuhide Inoue, Takahiro Kitamura, Hiroshi Saito, Kazutaka Koga, Fumitaka Urakami, Shinji Koie, Takuya Diagnostics (Basel) Article Background: To create a nomogram for predicting prostate cancer (PCa) with lymph node involvement (LNI) in the robot-assisted radical prostatectomy (RARP) era. Methods: A retrospective multicenter cohort study was conducted on 3195 patients with PCa who underwent RARP at nine institutions in Japan between September 2012 and August 2021. A multivariable logistic regression model was used to identify factors strongly associated with LNI. The Bootstrap-area under the curve (AUC) was calculated to assess the internal validity of the prediction model. Results: A total of 1855 patients were enrolled in this study. Overall, 93 patients (5.0%) had LNI. On multivariable analyses, initial prostate-specific antigen, number of cancer-positive and-negative biopsy cores, biopsy Gleason grade, and clinical T stage were independent predictors of PCa with LNI. The nomogram predicting PCa with LNI has been demonstrated (AUC 84%). Using a nomogram cut-off of 6%, 492 of 1855 patients (26.5%) would avoid unnecessary pelvic lymph node dissection, and PCa with LNI would be missed in two patients (0.1%). The sensitivity, specificity, and negative predictive values associated with a cutoff of 6% were 74%, 80%, and 99.6%, respectively. Conclusions: We developed a clinically applicable nomogram for predicting the probability of patients with PCa with LNI. MDPI 2022-10-20 /pmc/articles/PMC9601367/ /pubmed/36292234 http://dx.doi.org/10.3390/diagnostics12102545 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kawase, Makoto Ebara, Shin Tatenuma, Tomoyuki Sasaki, Takeshi Ikehata, Yoshinori Nakayama, Akinori Toide, Masahiro Yoneda, Tatsuaki Sakaguchi, Kazushige Ishihara, Takuma Teishima, Jun Makiyama, Kazuhide Inoue, Takahiro Kitamura, Hiroshi Saito, Kazutaka Koga, Fumitaka Urakami, Shinji Koie, Takuya A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group) |
title | A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group) |
title_full | A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group) |
title_fullStr | A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group) |
title_full_unstemmed | A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group) |
title_short | A Nomogram for Predicting Prostate Cancer with Lymph Node Involvement in Robot-Assisted Radical Prostatectomy Era: A Retrospective Multicenter Cohort Study in Japan (The MSUG94 Group) |
title_sort | nomogram for predicting prostate cancer with lymph node involvement in robot-assisted radical prostatectomy era: a retrospective multicenter cohort study in japan (the msug94 group) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601367/ https://www.ncbi.nlm.nih.gov/pubmed/36292234 http://dx.doi.org/10.3390/diagnostics12102545 |
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