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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...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10178748 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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