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DeJongh J, Ahsman M, Snelder N. A population K-PD model analysis of long-term testosterone inhibition in prostate cancer patients undergoing intermittent androgen deprivation therapy. J Pharmacokinet Pharmacodyn 2021; 48:465-477. [PMID: 33538922 DOI: 10.1007/s10928-020-09736-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 12/21/2020] [Indexed: 11/25/2022]
Abstract
Intermittent androgen deprivation therapy with gonadotropin-releasing-hormone (GnRH) agonists can prevent or delay disease progression and development of castration resistant prostate cancer for subpopulations of prostate cancer patients. It may also reduce risk and severity of side effects associated with chemical castration in prostate cancer (PCa) patients. One of the earliest comprehensively documented clinical trials on this was reported in a Canadian patient population treated with leuprorelin preceded by a lead-in with cyproterone acetate. A systems-based mixed effect analysis of testosterone response in active and recovery phases allows inference of new information from this patient population. Efficacy of androgen deprivation therapy is presumed to depend on a treshold value for testosterone at the nadir, below which no additional beneficial effects on PSA reponse can be expected, and occurance of testosterone breakthroughs during active therapy. The present analysis results in a mixed effect model, incorporating GnRH receptor activation, testosterone turnover and feedback mechanisms, describing and predicting testosterone inhibition under intermittent androgen deprivation therapy on the individual and population level, during multiple years of therapy. Testosterone levels in these patients decline over time with an estimated first order rate constant of 0.083 year-1(T1/2 = 8.4 y), with a substantial distribution among this patient population, compared to the general population. PCa patients leaving the trial due to unmanageble PSA relapse appear to have slightly higher testosterone levels at the nadir than sustained responders. These findings are expected to contribute to an increased understanding of the role of testosterone in long term disease progression of prostate cancer.
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Affiliation(s)
- Joost DeJongh
- LAP&P Consultants BV, Archimedesweg 31, 2333 CM, Leiden, The Netherlands.
| | - Maurice Ahsman
- LAP&P Consultants BV, Archimedesweg 31, 2333 CM, Leiden, The Netherlands
| | - Nelleke Snelder
- LAP&P Consultants BV, Archimedesweg 31, 2333 CM, Leiden, The Netherlands
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Martínez-Escribano A, Maroto-García J, Ruiz-Galdón M, Barrios-Rodríguez R, Álvarez-Millán JJ, Cabezas-Sánchez P, Plaza-Andrades I, Molina-Vega M, Tinahones FJ, Queipo-Ortuño MI, Fernández-García JC. Measurement of Serum Testosterone in Nondiabetic Young Obese Men: Comparison of Direct Immunoassay to Liquid Chromatography-Tandem Mass Spectrometry. Biomolecules 2020; 10:biom10121697. [PMID: 33352636 PMCID: PMC7765982 DOI: 10.3390/biom10121697] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 11/29/2020] [Accepted: 12/16/2020] [Indexed: 02/07/2023] Open
Abstract
Hypoandrogenemia, a frequent finding in men with obesity, is defined by low concentrations of serum testosterone. Although immunoassay (IA) is the most used method for the determination of this steroid in clinical practice, liquid chromatography-mass spectrometry (LC-MS/MS) is considered a more reliable method. In this study, we aimed to compare IA versus LC-MS/MS measurement for the diagnosis of hypoandrogenemia in a cohort of 273 nondiabetic young obese men. Mean total testosterone (TT) levels were 3.20 ± 1.24 ng/mL for IA and 3.78 ± 1.4 ng/mL for LC-MS/MS. 53.7% and 26.3% of patients were classified as presenting hypoandrogenemia with IA and LC-MS/MS, respectively. Considering LC-MS/MS as the reference method, sensitivity and specificity of IA were 91.4% (95% CI 82.3-96.8) and 61.1% (95% CI 54.0-67.8), respectively. IA presented an AUC of 0.879 (95% CI 0.83-0.928). Multivariate regression analysis indicated that sex hormone-binding globulin (SHBG) concentrations (p = 0.002) and insulin resistance (p = 0.008) were factors associated with discrepant IA values. In conclusion, the determination of TT by IA in nondiabetic young men with obesity yields lower concentrations of TT than LC-MS/MS, resulting in an equivocal increased diagnosis of hypoandrogenemia, which could lead to inaccurate diagnosis and unnecessary treatment.
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Affiliation(s)
- Ana Martínez-Escribano
- Department of Surgery, Biochemistry and Immunology, Málaga University, 29010 Málaga, Spain; (A.M.-E.); (J.M.-G.); (M.R.-G.)
| | - Julia Maroto-García
- Department of Surgery, Biochemistry and Immunology, Málaga University, 29010 Málaga, Spain; (A.M.-E.); (J.M.-G.); (M.R.-G.)
| | - Maximiliano Ruiz-Galdón
- Department of Surgery, Biochemistry and Immunology, Málaga University, 29010 Málaga, Spain; (A.M.-E.); (J.M.-G.); (M.R.-G.)
| | - Rocío Barrios-Rodríguez
- Departmento de Medicina Preventiva y Salud Pública, Universidad de Granada, 18011 Granada, Spain;
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), 18014 Granada, Spain
| | | | | | - Isaac Plaza-Andrades
- Department of Medical Oncology, Virgen de la Victoria and Regional University Hospitals-IBIMA, UMA-CIMES, 29010 Málaga, Spain;
| | - María Molina-Vega
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (M.M.-V.); (J.C.F.-G.)
- Laboratorio de Investigación, Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Málaga, Spain
| | - Francisco J. Tinahones
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (M.M.-V.); (J.C.F.-G.)
- Laboratorio de Investigación, Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Málaga, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Málaga, Spain
- Correspondence: (F.J.T.); (M.I.Q.-O.); Tel.: +34-951032647 (F.J.T. & M.I.Q.-O.); Fax: +34-951924651 (F.J.T. & M.I.Q.-O.)
| | - María Isabel Queipo-Ortuño
- Department of Medical Oncology, Virgen de la Victoria and Regional University Hospitals-IBIMA, UMA-CIMES, 29010 Málaga, Spain;
- Correspondence: (F.J.T.); (M.I.Q.-O.); Tel.: +34-951032647 (F.J.T. & M.I.Q.-O.); Fax: +34-951924651 (F.J.T. & M.I.Q.-O.)
| | - José Carlos Fernández-García
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, 29010 Malaga, Spain; (M.M.-V.); (J.C.F.-G.)
- Laboratorio de Investigación, Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Málaga, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029 Málaga, Spain
- Department of Endocrinology and Nutrition, Hospital Regional Universitario de Málaga, 29010 Malaga, Spain
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