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External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy

We aimed to externally validate the SEER-based nomogram used to predict downgrading in biopsied high-risk prostate cancer patients treated with radical prostatectomy (RP) in a contemporary European tertiary-care-hospital cohort. We relied on an institutional tertiary-care database to identify biopsi...

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Autores principales: Cano Garcia, Cristina, Wenzel, Mike, Piccinelli, Mattia Luca, Hoeh, Benedikt, Landmann, Lea, Tian, Zhe, Humke, Clara, Incesu, Reha-Baris, Köllermann, Jens, Wild, Peter J., Würnschimmel, Christoph, Graefen, Markus, Tilki, Derya, Karakiewicz, Pierre I., Kluth, Luis A., Chun, Felix K. H., Mandel, Philipp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10178748/
https://www.ncbi.nlm.nih.gov/pubmed/37175005
http://dx.doi.org/10.3390/diagnostics13091614
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author Cano Garcia, Cristina
Wenzel, Mike
Piccinelli, Mattia Luca
Hoeh, Benedikt
Landmann, Lea
Tian, Zhe
Humke, Clara
Incesu, Reha-Baris
Köllermann, Jens
Wild, Peter J.
Würnschimmel, Christoph
Graefen, Markus
Tilki, Derya
Karakiewicz, Pierre I.
Kluth, Luis A.
Chun, Felix K. H.
Mandel, Philipp
author_facet Cano Garcia, Cristina
Wenzel, Mike
Piccinelli, Mattia Luca
Hoeh, Benedikt
Landmann, Lea
Tian, Zhe
Humke, Clara
Incesu, Reha-Baris
Köllermann, Jens
Wild, Peter J.
Würnschimmel, Christoph
Graefen, Markus
Tilki, Derya
Karakiewicz, Pierre I.
Kluth, Luis A.
Chun, Felix K. H.
Mandel, Philipp
author_sort Cano Garcia, Cristina
collection PubMed
description We aimed to externally validate the SEER-based nomogram used to predict downgrading in biopsied high-risk prostate cancer patients treated with radical prostatectomy (RP) in a contemporary European tertiary-care-hospital cohort. We relied on an institutional tertiary-care database to identify biopsied high-risk prostate cancer patients in the National Comprehensive Cancer Network (NCCN) who underwent RP between January 2014 and December 2022. The model’s downgrading performance was evaluated using accuracy and calibration. The net benefit of the nomogram was tested with decision-curve analyses. Overall, 241 biopsied high-risk prostate cancer patients were identified. In total, 51% were downgraded at RP. Moreover, of the 99 patients with a biopsy Gleason pattern of 5, 43% were significantly downgraded to RP Gleason pattern ≤ 4 + 4. The nomogram predicted the downgrading with 72% accuracy. A high level of agreement between the predicted and observed downgrading rates was observed. In the prediction of significant downgrading from a biopsy Gleason pattern of 5 to a RP Gleason pattern ≤ 4 + 4, the accuracy was 71%. Deviations from the ideal predictions were noted for predicted probabilities between 30% and 50%, where the nomogram overestimated the observed rate of significant downgrading. This external validation of the SEER-based nomogram confirmed its ability to predict the downgrading of biopsy high-risk prostate cancer patients and its accurate use for patient counseling in high-volume RP centers.
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spelling pubmed-101787482023-05-13 External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy Cano Garcia, Cristina Wenzel, Mike Piccinelli, Mattia Luca Hoeh, Benedikt Landmann, Lea Tian, Zhe Humke, Clara Incesu, Reha-Baris Köllermann, Jens Wild, Peter J. Würnschimmel, Christoph Graefen, Markus Tilki, Derya Karakiewicz, Pierre I. Kluth, Luis A. Chun, Felix K. H. Mandel, Philipp Diagnostics (Basel) Article We aimed to externally validate the SEER-based nomogram used to predict downgrading in biopsied high-risk prostate cancer patients treated with radical prostatectomy (RP) in a contemporary European tertiary-care-hospital cohort. We relied on an institutional tertiary-care database to identify biopsied high-risk prostate cancer patients in the National Comprehensive Cancer Network (NCCN) who underwent RP between January 2014 and December 2022. The model’s downgrading performance was evaluated using accuracy and calibration. The net benefit of the nomogram was tested with decision-curve analyses. Overall, 241 biopsied high-risk prostate cancer patients were identified. In total, 51% were downgraded at RP. Moreover, of the 99 patients with a biopsy Gleason pattern of 5, 43% were significantly downgraded to RP Gleason pattern ≤ 4 + 4. The nomogram predicted the downgrading with 72% accuracy. A high level of agreement between the predicted and observed downgrading rates was observed. In the prediction of significant downgrading from a biopsy Gleason pattern of 5 to a RP Gleason pattern ≤ 4 + 4, the accuracy was 71%. Deviations from the ideal predictions were noted for predicted probabilities between 30% and 50%, where the nomogram overestimated the observed rate of significant downgrading. This external validation of the SEER-based nomogram confirmed its ability to predict the downgrading of biopsy high-risk prostate cancer patients and its accurate use for patient counseling in high-volume RP centers. MDPI 2023-05-03 /pmc/articles/PMC10178748/ /pubmed/37175005 http://dx.doi.org/10.3390/diagnostics13091614 Text en © 2023 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
Cano Garcia, Cristina
Wenzel, Mike
Piccinelli, Mattia Luca
Hoeh, Benedikt
Landmann, Lea
Tian, Zhe
Humke, Clara
Incesu, Reha-Baris
Köllermann, Jens
Wild, Peter J.
Würnschimmel, Christoph
Graefen, Markus
Tilki, Derya
Karakiewicz, Pierre I.
Kluth, Luis A.
Chun, Felix K. H.
Mandel, Philipp
External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy
title External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy
title_full External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy
title_fullStr External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy
title_full_unstemmed External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy
title_short External Tertiary-Care-Hospital Validation of the Epidemiological SEER-Based Nomogram Predicting Downgrading in High-Risk Prostate Cancer Patients Treated with Radical Prostatectomy
title_sort external tertiary-care-hospital validation of the epidemiological seer-based nomogram predicting downgrading in high-risk prostate cancer patients treated with radical prostatectomy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10178748/
https://www.ncbi.nlm.nih.gov/pubmed/37175005
http://dx.doi.org/10.3390/diagnostics13091614
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