Competitive performance as a discriminator of doping status in elite athletes

As the aim of any doping regime is to improve sporting performance, it has been suggested that analysis of athlete competitive results might be informative in identifying those at greater risk of doping. This research study aimed to investigate the utility of a statistical performance model to discriminate between athletes who have a previous anti-doping rule violation (ADRV) and those who do not. We analysed performances of male and female 100 and 800 m runners obtained from the World Athletics database using a Bayesian spline model. Measures of unusual improvement in performance were quantified by comparing the yearly change in athlete's performance (delta excess performance) to quantiles of performance in their age-matched peers from the database population. The discriminative ability of these measures was investigated using the area under the ROC curve (AUC) with the 55%, 75% and 90% quantiles of the population performance. The highest AUC values across age were identified for the model with a 75% quantile (AUC = 0.78-0.80). The results of this study demonstrate that delta excess performance was able to discriminate between athletes with and without ADRVs and therefore could be used to assist in the risk stratification of athletes for anti-doping purposes.

Application of micro capillary blood sampling in an anti-doping setting

Blood collection is an important facet of anti-doping testing, forming the basis of the Athlete Biological Passport (ABP). Traditional blood collection via venipuncture can be uncomfortable for athletes, especially those who are tested frequently or close to competition. Athletes may also have negative perceptions of venipuncture due to past experiences or the risks of adverse health events such as bruising, hematomas, syncope, and general discomfort that has the potential to affect performance. Advances in capillary whole blood collection technology now affords the ability to collect micro-volumetric capillary whole blood from the upper arm (or other suitable vascular location such as the abdomen) that is "needle-free" and virtually painless using devices such as the Tasso+. The present study extends previous work, by collecting microliter capillary whole blood samples via the Tasso+ EDTA device in an official anti-doping setting prior to competition, as well as requiring temperature-monitored cold chain shipping by air to the laboratory before analysis. Fifty-eight matched capillary and venous blood samples were collected under official doping control conditions by certified Doping Control Officers. No impact of sample shipment by air under cool conditions was observed on sample integrity. Provided that no visible clots were identified prior to analysis, capillary and venous blood samples showed excellent laboratory agreement for all CBC parameters, with the exception of platelets. Micro capillary blood collection provides a valid alternative to venous blood collection for ABP purposes, with the advantage of providing a more athlete-friendly experience, particularly close to competition.

Influence of multiple human chorionic gonadotropin administrations on serum and urinary steroid Athlete Biological Passport profiles in males

The Athlete Biological Passport (ABP) is a longitudinal tool used in anti-doping to monitor biological parameters known to change with performance-enhancing drug use. The ABP consists of multiple modules, including two aimed at detecting the use of endogenous anabolic androgenic steroids: the urinary and serum steroid modules. Human chorionic gonadotropin (hCG) is a protein hormone potentially abused by male athletes to increase the production of endogenous testosterone. To date, no studies have investigated the impact of extended hCG administration on the urinary and serum steroid modules of the ABP. The goal of this study was to identify the impact of multiple hCG administrations on the parameters tracked as part of the urinary and serum steroid modules of the ABP. Ten recreationally active, healthy male individuals self-administered seven 250 μg hCG injections over 3 weeks. Serum and urine samples were collected before, during, and 2 weeks following the final injection. All ABP parameters were quantified in the respective matrix, and steroid profiles were created with Anti-Doping Administration and Management System adaptive model upper and lower limits for both matrices. In both serum and urine profiles, testosterone increased; however, the testosterone/epitestosterone ratio in urine and the testosterone/androstenedione ratio in serum showed minimal changes. Additionally, serum luteinizing hormone (LH) was quantified using an immunoassay, and a serum testosterone/LH ratio was generated. Serum LH values decreased during administration causing large increases in the serum T/LH ratio, indicating this ratio may be a more sensitive parameter for detecting hCG abuse than urinary testosterone/epitestosterone or serum testosterone/androstenedione.

Feasibility of microvolumetric capillary whole blood collections for usage in Athlete Biological Passport analysis

The hematological module of the Athlete Biological Passport (ABP) represents an important tool in the pursuit to detect blood doping in athletes. Currently, collecting blood samples for ABP analysis can be cumbersome, invasive, and expensive, involving a venous blood draw performed by a trained phlebotomist followed by cold-chain monitored shipping to the analysis laboratory. Developing innovative methods to collect and transport ABP blood samples while adhering to strict preanalytical and analytical requirements has the potential to greatly increase testing frequency and, consequently, the effectiveness of the ABP program globally. The focus of this study was to compare venous blood collections with capillary blood collections to determine if capillary samples could be used for ABP analysis without sacrificing the analytical integrity required for antidoping testing procedures. In this study, capillary blood was collected using the Tasso+ EDTA device (Tasso, Inc.), a novel microvolumetric device that collects liquid, whole blood from skin capillaries on the upper arm. Excellent laboratory agreement was observed between venous and capillary blood samples for the three main ABP parameters: HGB, RET%, and OFF-Score. Additionally, the stability of capillary samples after storage at 4°C, similar to what would be required during transport, was acceptable for up to 72 h following collection. Finally, we generated individual ABP profiles using the adaptive model for 10 participants and observed excellent agreement between venous and capillary profiles. These results indicate capillary blood collection is a viable alternative to venous blood collections for ABP analysis.