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Analytical chemistry2015; 88(1); 764-772; doi: 10.1021/acs.analchem.5b03165

Targeted Metabolomics Approach To Detect the Misuse of Steroidal Aromatase Inhibitors in Equine Sports by Biomarker Profiling.

Abstract: The use of anabolic androgenic steroids (AAS) is prohibited in both human and equine sports. The conventional approach in doping control testing for AAS (as well as other prohibited substances) is accomplished by the direct detection of target AAS or their characteristic metabolites in biological samples using hyphenated techniques such as gas chromatography or liquid chromatography coupled with mass spectrometry. Such an approach, however, falls short when dealing with unknown designer steroids where reference materials and their pharmacokinetics are not available. In addition, AASs with fast elimination times render the direct detection approach ineffective as the detection window is short. A targeted metabolomics approach is a plausible alternative to the conventional direct detection approach for controlling the misuse of AAS in sports. Because the administration of AAS of the same class may trigger similar physiological responses or effects in the body, it may be possible to detect such administrations by monitoring changes in the endogenous steroidal expression profile. This study attempts to evaluate the viability of using the targeted metabolomics approach to detect the administration of steroidal aromatase inhibitors, namely androst-4-ene-3,6,17-trione (6-OXO) and androsta-1,4,6-triene-3,17-dione (ATD), in horses. Total (free and conjugated) urinary concentrations of 31 endogenous steroids were determined by gas chromatography-tandem mass spectrometry for a group of 2 resting and 2 in-training thoroughbred geldings treated with either 6-OXO or ATD. Similar data were also obtained from a control (untreated) group of in-training thoroughbred geldings (n = 28). Statistical processing and chemometric procedures using principle component analysis and orthogonal projection to latent structures-discriminant analysis (OPLS-DA) have highlighted 7 potential biomarkers that could be used to differentiate urine samples obtained from the control and the treated groups. On the basis of this targeted metabolomic approach, the administration of 6-OXO and ATD could be detected for much longer relative to that of the conventional direct detection approach.
Publication Date: 2015-12-15 PubMed ID: 26632865DOI: 10.1021/acs.analchem.5b03165Google Scholar: Lookup
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  • Journal Article

Summary

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The research article focuses on finding a more effective method to detect the illegal use of anabolic androgenic steroids (AAS) in equine sports, particularly focusing on steroidal aromatase inhibitors (6-0XO and ATD), by monitoring changes in the horse’s endogenous steroidal expression profile.

Objective

Rather than directly detecting the AAS or its metabolites which can quickly eliminate and render detection ineffective, especially for newly designed steroids without a reference sample, the research team attempted a targeted metabolomics approach. The proposed method scrutinizes the physiological response triggered by the administration of steroids, assuming that AAS of the same class would prompt similar bodily responses.

Methodology

  • The study was conducted on a group of thoroughbred geldings – four of which were administered either 6-OXO or ATD, and a control group of 28 that received no treatment.
  • The total urinary concentrations of 31 endogenous steroids for both groups were then examined through gas chromatography-tandem mass spectrometry.
  • The data obtained from the treated and control groups were statistically processed and underwent chemometric procedures involving principle component analysis and orthogonal projection to latent structures-discriminant analysis (OPLS-DA).

Key Findings

  • The analysis identified seven potential biomarkers that can differentiate urine samples from the treated and control group, implying the administration of 6-OXO and ATD.
  • The proposed targeted metabolomic approach provided a longer detection window compared to the conventional direct detection method, proving more effective in identifying the misuse of AAS in equine sports.

This research heralds a significant advancement in efficiently combatting the prohibited use of steroidal drugs in sports, ensuring a level playing field and overall participant safety.

Cite This Article

APA
Chan GH, Ho EN, Leung DK, Wong KS, Wan TS. (2015). Targeted Metabolomics Approach To Detect the Misuse of Steroidal Aromatase Inhibitors in Equine Sports by Biomarker Profiling. Anal Chem, 88(1), 764-772. https://doi.org/10.1021/acs.analchem.5b03165

Publication

ISSN: 1520-6882
NlmUniqueID: 0370536
Country: United States
Language: English
Volume: 88
Issue: 1
Pages: 764-772

Researcher Affiliations

Chan, George Ho Man
  • Racing Laboratory, The Hong Kong Jockey Club, Sha Tin Racecourse , Sha Tin, N.T., Hong Kong, China.
Ho, Emmie Ngai Man
  • Racing Laboratory, The Hong Kong Jockey Club, Sha Tin Racecourse , Sha Tin, N.T., Hong Kong, China.
Leung, David Kwan Kon
  • Racing Laboratory, The Hong Kong Jockey Club, Sha Tin Racecourse , Sha Tin, N.T., Hong Kong, China.
Wong, Kin Sing
  • Racing Laboratory, The Hong Kong Jockey Club, Sha Tin Racecourse , Sha Tin, N.T., Hong Kong, China.
Wan, Terence See Ming
  • Racing Laboratory, The Hong Kong Jockey Club, Sha Tin Racecourse , Sha Tin, N.T., Hong Kong, China.

MeSH Terms

  • Androstatrienes / chemistry
  • Androstatrienes / metabolism
  • Androstatrienes / urine
  • Androstenes / chemistry
  • Androstenes / metabolism
  • Androstenes / urine
  • Animals
  • Aromatase / metabolism
  • Aromatase Inhibitors / chemistry
  • Aromatase Inhibitors / metabolism
  • Aromatase Inhibitors / urine
  • Biomarkers / metabolism
  • Biomarkers / urine
  • Chromatography, Gas
  • Doping in Sports / prevention & control
  • Horses / urine
  • Hydrolysis
  • Male
  • Metabolomics / methods
  • Molecular Structure
  • Sports
  • Steroids / chemistry
  • Steroids / metabolism
  • Steroids / urine
  • Substance Abuse Detection
  • Tandem Mass Spectrometry

Citations

This article has been cited 5 times.
  1. Keen B, Cawley A, Reedy B, Fu S. Metabolomics in clinical and forensic toxicology, sports anti-doping and veterinary residues.. Drug Test Anal 2022 May;14(5):794-807.
    doi: 10.1002/dta.3245pubmed: 35194967google scholar: lookup
  2. Wang Y, Bi C, Pang W, Liu Y, Yuan Y, Zhao H, Zhang T, Zhao Y, Li Y. Plasma Metabolic Profiling Analysis of Gout Party on Acute Gout Arthritis Rats Based on UHPLC-Q-TOF/MS Combined with Multivariate Statistical Analysis.. Int J Mol Sci 2019 Nov 15;20(22).
    doi: 10.3390/ijms20225753pubmed: 31731809google scholar: lookup
  3. Zhang Y, Zhang H, Chang D, Guo F, Pan H, Yang Y. Metabolomics approach by (1)H NMR spectroscopy of serum reveals progression axes for asymptomatic hyperuricemia and gout.. Arthritis Res Ther 2018 Jun 5;20(1):111.
    doi: 10.1186/s13075-018-1600-5pubmed: 29871692google scholar: lookup
  4. Yuan M, Breitkopf SB, Asara JM. Serial-omics characterization of equine urine.. PLoS One 2017;12(10):e0186258.
    doi: 10.1371/journal.pone.0186258pubmed: 29028822google scholar: lookup
  5. Fu X, Wang Z, Li L, Dong S, Li Z, Jiang Z, Wang Y, Shui W. Novel Chemical Ligands to Ebola Virus and Marburg Virus Nucleoproteins Identified by Combining Affinity Mass Spectrometry and Metabolomics Approaches.. Sci Rep 2016 Jul 12;6:29680.
    doi: 10.1038/srep29680pubmed: 27403722google scholar: lookup