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Emergence and occurrence of performance-enhancing substance use in Australia determined by wastewater analysis

Abstract

Steroidal androgens, non-steroidal androgens and other non-steroidal performance- and image-enhancing drugs that are Schedule III substances under the US Controlled Substances Act as well as Schedule 4 and 10 substances under the Australian Poisons Standard are being used by athletes and non-athletes. Recent data suggest that they are growing in popularity among those communities. However, more information is necessary to understand the extent of their use by the general population. This study provides more information by assessing the emergence and occurrence (temporal and spatial trends) of performance- and image-enhancing drug use within the general community through wastewater analysis. For this, archived wastewater collected from 2009 to 2021 from one treatment plant and wastewater collected in August 2021 from 51 treatment plants covering 11.6 million Australian people (45% of the national population) was extracted and analysed for 52 performance- and image-enhancing drugs. These included steroidal and non-steroidal androgens, peroxisome proliferator-activated receptor delta agonist metabolites, ReV-ErbA agonists, β2-agonists, myostatin inhibitors and growth hormone secretagogues. Analysis of the samples from 2009 to 2021 showed the earliest detection of a non-steroidal androgen, enobosarm, in 2011, followed by cardarine metabolites, ibutamoren and ligandrol and testolone in 2014, 2016 and 2017, respectively. The concentrations of all identified substances increased until 2021 following their first detection. Steroidal androgens and non-steroidal performance-enhancing drugs were detected in samples from 49 of the 51 investigated wastewater treatment plants. A higher number of different analytes were detected in samples representing catchments with larger populations. Our study demonstrates that wastewater analysis can be a useful tool for providing information on performance-enhancing drug use in the general population.

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Fig. 1: Emergence of non-steroidal PIEDs from 2009 to 2021.
Fig. 2: Occurrence of PIEDs across Australia.
Fig. 3: Comparison of non-steroidal PIEDs in wastewater and AAFs for the same PIEDs reported by WADA from 2009 to 2021.

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Data availability

The data obtained during this study are provided in the Supplementary Information. To ensure anonymity of the WWTPs, population and flow data are not made available, but instead, mass loads are provided on a per capita basis or as raw concentrations.

References

  1. Sjöqvist, F., Garle, M. & Rane, A. Use of doping agents, particularly anabolic steroids, in sports and society. Lancet 371, 1872–1882 (2008).

    Article  PubMed  Google Scholar 

  2. Brennan, B. P., Kanayama, G. & Pope, H. G. Jr. Performance-enhancing drugs on the web: a growing public-health issue. Am. J. Addict. 22, 158–161 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  3. Kanayama, G., Kaufman, M. J. & Pope, H. G. Jr. Public health impact of androgens. Curr. Opin. Endocrinol. Diabetes Obes. 25, 218–223 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Shimko, K. M. et al. Performance- and image-enhancing drug use in the community: use prevalence, user demographics and the potential role of wastewater-based epidemiology. J. Hazard. Mater. https://doi.org/10.1016/j.jhazmat.2021.126340 (2021).

  5. World Anti-Doping Code World Anti-Doping Agency https://www.wada-ama.org/en/resources/world-anti-doping-program/world-anti-doping-code (2021).

  6. Thevis, M. & Schanzer, W. Detection of SARMs in doping control analysis. Mol. Cell. Endocrinol. 464, 34–45 (2018).

    Article  CAS  PubMed  Google Scholar 

  7. Kintz, P., Ameline, A., Gheddar, L. & Raul, J.-S. LGD-4033, S-4 and MK-2866—testing for SARMs in hair: about 2 doping cases. Toxicol. Anal. Clin. 31, 56–63 (2019).

    Google Scholar 

  8. Kintz, P. et al. Peroxisome proliferator-activated receptor delta agonist (PPAR-δ) and selective androgen receptor modulator (SARM) abuse: clinical, analytical and biological data in a case involving a poisonous combination of GW1516 (cardarine) and MK2866 (ostarine). Toxics https://doi.org/10.3390/toxics9100251 (2021).

  9. Efimenko, I. V., Chertman, W., Masterson, T. A., Dubin, J. M. & Ramasamy, R. Analysis of the growing public interest in selective androgen receptor modulators. Andrologia, 53, e14238 (2021).

  10. Van Wagoner, R. M., Eichner, A., Bhasin, S., Deuster, P. A. & Eichner, D. Chemical composition and labeling of substances marketed as selective androgen receptor modulators and sold via the internet. J. Am. Med. Assoc. 318, 2004–2010 (2017).

    Article  Google Scholar 

  11. Chakrabarty, R., Grainger, J., Goebel, C., Brooker, L. & George, A. ‘For research use only’: a comprehensive analysis of SARMs and related IPEDs purchased on local Australian websites between 2017 and 2018. Perform. Enhanc. Health https://doi.org/10.1016/j.peh.2021.100201 (2021).

  12. Temerdashev, A. Z. et al. Application of chromatography–mass spectrometry methods to the control of sport nutrition and medicines marketed via internet. J. Anal. Chem. 72, 1184–1192 (2017).

    Article  CAS  Google Scholar 

  13. Leaney, A. E. et al. Analysis of supplements available to UK consumers purporting to contain selective androgen receptor modulators. Drug Test. Anal. 13, 122–127 (2021).

    Article  CAS  PubMed  Google Scholar 

  14. Ahmed, W. et al. First confirmed detection of SARS-CoV-2 in untreated wastewater in Australia: a proof of concept for the wastewater surveillance of COVID-19 in the community. Sci. Total Environ. 728, 138764 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Nattino, G. et al. Association between SARS-CoV-2 viral load in wastewater and reported cases, hospitalizations, and vaccinations in Milan, March 2020 to November 2021. J. Am. Med. Assoc. https://doi.org/10.1001/jama.2022.4908 (2022).

  16. Sherchan, S. P. et al. First detection of SARS-CoV-2 RNA in wastewater in North America: a study in Louisiana, USA. Sci. Total Environ. 743, 140621 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Karthikeyan, S. et al. Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission. Nature 609, 101–108 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Ort, C. et al. Spatial differences and temporal changes in illicit drug use in Europe quantified by wastewater analysis. Addiction 109, 1338–1352 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  19. Thomas, K. V. et al. Comparing illicit drug use in 19 European cities through sewage analysis. Sci. Total Environ. 432, 432–439 (2012).

    Article  CAS  PubMed  Google Scholar 

  20. O’Brien, J. W. et al. A wastewater-based assessment of the impact of a minimum unit price (MUP) on population alcohol consumption in the Northern Territory, Australia. Addiction 117, 243–249 (2022).

    Article  PubMed  Google Scholar 

  21. Gonzalez-Marino, I. et al. Spatio-temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring. Addiction 115, 109–120 (2020).

    Article  PubMed  Google Scholar 

  22. Choi, P. M. et al. Social, demographic, and economic correlates of food and chemical consumption measured by wastewater-based epidemiology. Proc. Natl Acad. Sci. USA 116, 21864–21873 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Sobolevsky, T. & Ahrens, B. High-throughput liquid chromatography tandem mass spectrometry assay as initial testing procedure for analysis of total urinary fraction. Drug Test. Anal. 13, 283–298 (2021).

    Article  CAS  PubMed  Google Scholar 

  24. Backe, W. J., Ort, C., Brewer, A. J. & Field, J. A. Analysis of androgenic steroids in environmental waters by large-volume injection liquid chromatography tandem mass spectrometry. Anal. Chem. 83, 2622–2630 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Shimko, K. M., O’Brien, J. W., Lin, X., Tscharke, B. J. & Thomas, K. V. In-sample stability of 52 performance- and image-enhancing drug biomarkers in wastewater. ACS ES T Water 3, 669–678 (2023).

    Article  CAS  Google Scholar 

  26. Anti-Doping Testing Figures Report (World Anti-Doping Agency); https://www.wada-ama.org/en/resources/laboratories/anti-doping-testing-figures-report

  27. Hahamyan, H. A., Vasireddi, N., Voos, J. E. & Calcei, J. G. Social media’s impact on widespread SARMs abuse. Phys. Sportsmed. https://doi.org/10.1080/00913847.2022.2078679 (2022).

  28. Efimenko, I. V., Valancy, D., Dubin, J. M. & Ramasamy, R. Adverse effects and potential benefits among selective androgen receptor modulators users: a cross-sectional survey. Int. J. Impot. Res. https://doi.org/10.1038/s41443-021-00465-0 (2021).

  29. Skarberg, K., Nyberg, F. & Engstrom, I. Multisubstance use as a feature of addiction to anabolic-androgenic steroids. Eur. Addict. Res. 15, 99–106 (2009).

    Article  PubMed  Google Scholar 

  30. Pope, H. G. Jr, Khalsa, J. H. & Bhasin, S. Body image disorders and abuse of anabolic-androgenic steroids among men. J. Am. Med. Assoc. 317, 23–24 (2017).

    Article  Google Scholar 

  31. Pope, H. G. Jr. et al. Adverse health consequences of performance-enhancing drugs: an endocrine society scientific statement. Endocr. Rev. 35, 341–375 (2014).

    Article  CAS  PubMed  Google Scholar 

  32. Shimko, K. M. et al. In-sewer stability assessment of anabolic steroids and selective androgen receptor modulators. Environ. Sci. Technol. 56, 1627–1638 (2022).

    Article  CAS  PubMed  Google Scholar 

  33. Lin, X. et al. Systematic evaluation of the in-sample stability of selected pharmaceuticals, Illicit drugs, and their metabolites in wastewater. Environ. Sci. Technol. 55, 7418–7429 (2021).

    Article  CAS  PubMed  Google Scholar 

  34. ICH Expert Working Group. ICH Harmonised Tripartite Guideline. Validation of Analytical Procedures: Text and Methodology Q2(R1) (ICH, 2005); https://www.ich.org/page/quality-guidelines

  35. Tscharke, B. J. et al. Harnessing the power of the census: characterizing wastewater treatment plant catchment populations for wastewater-based epidemiology. Environ. Sci. Technol. 53, 10303–10311 (2019).

    Article  CAS  PubMed  Google Scholar 

  36. O’Brien, J. W. et al. A national wastewater monitoring program for a better understanding of public health: a case study using the Australian Census. Environ. Int. 122, 400–411 (2019).

    Article  PubMed  Google Scholar 

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Acknowledgements

This study was supported by, and received funding from, Sport Integrity Australia. K.M.S. was the recipient of a University of Queensland Research Higher Degree Scholarship. J.W.O’B. is the recipient of an NHMRC Emerging Leadership Fellowship (EL1 2009209). SCIEX provided access to the 7500 system mass spectrometer. Sample collection was funded in part by the Australian Research Council (LP150100364 and LP190101124). Pooling of the temporal samples was funded by the Commonwealth Department of Agriculture, Water and the Environment (DAWE). We thank E. Knight who managed the DAWE project, from which the pooled temporal samples used in this study originated, and played a fundamental role in the planning and execution of the pooling strategy. The Queensland Alliance for Environmental Health Sciences, The University of Queensland receives financial support from Queensland Health, Australia. We acknowledge the WWTP personnel who collected the samples and provided flow data, catchment maps and additional metadata.

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K.M.S., J.W.O’B., B.J.T., N.S., J.F.M. and K.V.T. designed the research; K.M.S. and J.W.O’B. performed the research; K.M.S., B.J.T. and R.S. analysed the data; K.M.S. and J.W.O’B. drafted the manuscript; K.M.S., J.W.O’B., B.J.T., L.B., C.G., R.S., N.S., J.F.M. and K.V.T. contributed to the interpretation of data, provided critical revisions to the draft manuscript and approved the final draft.

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Correspondence to Katja M. Shimko.

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Supplementary materials and methods, Fig. 1 and Tables 1–7.

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Shimko, K.M., O’Brien, J.W., Tscharke, B.J. et al. Emergence and occurrence of performance-enhancing substance use in Australia determined by wastewater analysis. Nat Water 1, 879–886 (2023). https://doi.org/10.1038/s44221-023-00136-y

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