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Evaluation of blood parameters by linear discriminant models for the detection of testosterone administration
Authors:Vinod S. Nair  Ken Sharpe  Jacob Husk  Geoffrey D. Miller  Peter Van Eenoo  Andre Crouch  Daniel Eichner
Affiliation:1. Sports Medicine Research and Testing Laboratory, South Jordan, Utah, USA;2. Statistical Consulting Centre, School of Mathematics and Statistics, The University of Melbourne, Melbourne, Victoria, Australia;3. DoCoLab, Department of Diagnostic Science, Ghent University, Ghent, Belgium
Abstract:The steroidal module of the Athlete Biological Passport (ABP) has been used since 2014 for the longitudinal monitoring of urinary testosterone and its metabolites to identify samples suspicious for the use of synthetic forms of Endogenous Anabolic Androgenic Steroids (EAAS). Multiple recent studies have suggested that monitoring of blood parameters may provide enhanced detectability of exogenous testosterone administration. Transdermal and intramuscular testosterone administration studies were carried out in 15 subjects, and the effect on blood steroidal levels, hematological parameters, and gonadotropins was evaluated. Serum testosterone and dihydrotestosterone levels increased while gonadotropin levels were suppressed after administration. A modest increase in reticulocytes was also observed. The blood parameters that were responsive to the administrations were combined into several linear discriminant models targeting both administration (on) and washout (off) phases. The models were effective in detecting the large dose intramuscular administration but were less successful in the detection of the lower dose transdermal application. The blood profiling models may provide complementary value but do not appear to be substantially more advantageous than longitudinal urinary profiling.
Keywords:profiling  serum  testosterone
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