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Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model
PURPOSE: To analyze the variability, associated actors, and the design of nomograms for individualized testosterone recovery after cessation of androgen deprivation therapy (ADT). MATERIALS AND METHODS: A longitudinal study was carried out with 208 patients in the period 2003 to 2019. Castrated and...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Korean Society for Sexual Medicine and Andrology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9826908/ https://www.ncbi.nlm.nih.gov/pubmed/35274502 http://dx.doi.org/10.5534/wjmh.210178 |
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author | Borque-Fernando, Ángel Estrada-Domínguez, Fernando Esteban, Luis Mariano Gil-Sanz, María Jesús Sanz, Gerardo |
author_facet | Borque-Fernando, Ángel Estrada-Domínguez, Fernando Esteban, Luis Mariano Gil-Sanz, María Jesús Sanz, Gerardo |
author_sort | Borque-Fernando, Ángel |
collection | PubMed |
description | PURPOSE: To analyze the variability, associated actors, and the design of nomograms for individualized testosterone recovery after cessation of androgen deprivation therapy (ADT). MATERIALS AND METHODS: A longitudinal study was carried out with 208 patients in the period 2003 to 2019. Castrated and normogonadic testosterone levels were defined as 0.5 and 3.5 ng/mL, respectively. The cumulative incidence curve described the recovery of testosterone. Univariate and multivariate analyzes were performed to predict testosterone recovery with candidate prognostic factors prostate-specific antigen at diagnosis, clinical stage, Gleason score from biopsy, age at cessation of ADT, duration of ADT, primary therapy and use of LHRH (luteinizing hormone-releasing hormone) agonists. RESULTS: The median follow-up duration in the study was 80 months (interquartile range, 49–99 mo). Twenty-five percent and 81% of patients did not recover the castrate and normogonadic levels, respectively. Duration of ADT and age at ADT cessation were significant predictors of testosterone recovery. We built two nomograms for testosterone recovery at 12, 24, 36, and 60 months. The castration recovery model had good calibration. The C-index was 0.677, with area under the receiver operating characteristic curve (AUC-ROC) of 0.736, 0.783, 0.782, and 0.780 at 12, 24, 36, and 60 months, respectively. The normogonadic recovery model overestimated the higher values of probability of recovery. The Cindex was 0.683, with AUC values of 0.812, 0.711, 0.708 and 0.693 at 12, 24, 36, and 60 months, respectively. CONCLUSIONS: Depending on the age of the patient and the length of treatment, clinicians may stop ADT and the castrated testosterone level will be maintained or, if the course of treatment has been short, we can estimate if it will return to normogonadic levels. |
format | Online Article Text |
id | pubmed-9826908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Korean Society for Sexual Medicine and Andrology |
record_format | MEDLINE/PubMed |
spelling | pubmed-98269082023-01-19 Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model Borque-Fernando, Ángel Estrada-Domínguez, Fernando Esteban, Luis Mariano Gil-Sanz, María Jesús Sanz, Gerardo World J Mens Health Original Article PURPOSE: To analyze the variability, associated actors, and the design of nomograms for individualized testosterone recovery after cessation of androgen deprivation therapy (ADT). MATERIALS AND METHODS: A longitudinal study was carried out with 208 patients in the period 2003 to 2019. Castrated and normogonadic testosterone levels were defined as 0.5 and 3.5 ng/mL, respectively. The cumulative incidence curve described the recovery of testosterone. Univariate and multivariate analyzes were performed to predict testosterone recovery with candidate prognostic factors prostate-specific antigen at diagnosis, clinical stage, Gleason score from biopsy, age at cessation of ADT, duration of ADT, primary therapy and use of LHRH (luteinizing hormone-releasing hormone) agonists. RESULTS: The median follow-up duration in the study was 80 months (interquartile range, 49–99 mo). Twenty-five percent and 81% of patients did not recover the castrate and normogonadic levels, respectively. Duration of ADT and age at ADT cessation were significant predictors of testosterone recovery. We built two nomograms for testosterone recovery at 12, 24, 36, and 60 months. The castration recovery model had good calibration. The C-index was 0.677, with area under the receiver operating characteristic curve (AUC-ROC) of 0.736, 0.783, 0.782, and 0.780 at 12, 24, 36, and 60 months, respectively. The normogonadic recovery model overestimated the higher values of probability of recovery. The Cindex was 0.683, with AUC values of 0.812, 0.711, 0.708 and 0.693 at 12, 24, 36, and 60 months, respectively. CONCLUSIONS: Depending on the age of the patient and the length of treatment, clinicians may stop ADT and the castrated testosterone level will be maintained or, if the course of treatment has been short, we can estimate if it will return to normogonadic levels. Korean Society for Sexual Medicine and Andrology 2023-01 2022-02-17 /pmc/articles/PMC9826908/ /pubmed/35274502 http://dx.doi.org/10.5534/wjmh.210178 Text en Copyright © 2023 Korean Society for Sexual Medicine and Andrology https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Borque-Fernando, Ángel Estrada-Domínguez, Fernando Esteban, Luis Mariano Gil-Sanz, María Jesús Sanz, Gerardo Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model |
title | Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model |
title_full | Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model |
title_fullStr | Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model |
title_full_unstemmed | Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model |
title_short | Testosterone Recovery after Androgen Deprivation Therapy in Prostate Cancer: Building a Predictive Model |
title_sort | testosterone recovery after androgen deprivation therapy in prostate cancer: building a predictive model |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9826908/ https://www.ncbi.nlm.nih.gov/pubmed/35274502 http://dx.doi.org/10.5534/wjmh.210178 |
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