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Journal of chromatography. A2017; 1521; 90-99; doi: 10.1016/j.chroma.2017.09.029

Liquid chromatography – high resolution mass spectrometry-based metabolomic approach for the detection of Continuous Erythropoiesis Receptor Activator effects in horse doping control.

Abstract: Erythropoiesis Stimulating Agents (ESAs) were developed for therapeutic purposes to stimulate red blood cell (RBC) production. Consequently, tissue oxygenation is enhanced as athlete's endurance and ESAs misuse now benefits doping. Our hypothesis is that most of ESAs should have similar mechanisms and thus have the same effects on metabolism. Studying the metabolome variations could allow suspecting the use of any ESAs with a single method by targeting their effects. In this objective, a metabolomic study was carried out on 3 thoroughbred horses with a single administration of 4.2μg/kg of Mircera, also called Continuous Erythropoiesis Receptor Activator (CERA). Blood and urine samples were collected from D to D and haematological parameters were followed throughout the study as plasmatic CERA concentration (ELISA). Urine and plasma metabolic fingerprints were recorded by Liquid Chromatography coupled to High Resolution Mass Spectrometry (LC-HRMS) in positive and negative mode. After preprocessing steps, normalized data were analyzed by multivariate statistics to build OPLS models. Hemoglobin concentration and hematocrit showed a significant increase after CERA administration unlike reticulocytes. CERA concentration showed a high intensity peak and then a slow decrease until becoming undetectable after D. Models built with multivariate statistics allow a discrimination between pre and post-administration plasma and urine samples until 74days after administration, i.e. 43days longer than ELISA method. By reducing and studying variables (ions), some potential candidate biomarkers were found.
Publication Date: 2017-09-14 PubMed ID: 28941809DOI: 10.1016/j.chroma.2017.09.029Google Scholar: Lookup
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Summary

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The research article investigates whether potential metabolomic changes could be used to detect the illegal use of Erythropoiesis Stimulating Agents (ESAs), developed to enhance athlete’s endurance, in horse doping control. The study utilised high-resolution mass spectrometry and liquid chromatography to identify any potential biomarkers and found the approach could detect use of these agents for significantly longer than traditional methods.

Research Methodology

  • The study was carried out on three thoroughbred horses, each administered with 4.2μg/kg of Mircera, also known as a Continuous Erythropoiesis Receptor Activator (CERA), and are a type of ESA.
  • Blood and urine samples from the subjects were collected for analysis.
  • The haematological parameters were also monitored throughout the study, this included the concentration of CERA in the plasma which was measured using an Enzyme-Linked Immunosorbent Assay (ELISA).
  • With the use of Liquid Chromatography coupled to High Resolution Mass Spectrometry (LC-HRMS), urine and plasma metabolic fingerprints of the subject horses were recorded in both positive and negative mode.

Data Analysis and Results

  • The data collected from the samples were normalized and analysed using multivariate statistics to create Orthogonal Partial Least Squares (OPLS) models.
  • The study found that the concentration of Hemoglobin and hematocrit in the horses significantly increased after the administration of CERA. Interestingly, reticulocytes did not show a similar increase.
  • The concentration of CERA in the plasma had a high peak followed by a slow decrease until it became undetectable after an unidentified number of days (represented by D in the abstract).
  • The OPLS models constructed from the multivariate statistics were able to discriminate between pre and post-administration plasma and urine samples up to 74 days after administration. This is 43 days longer than the detection capability of the conventional ELISA method.
  • Through the reduction and detailed examination of the variables (ions), the researchers identified some potential candidate biomarkers.

Conclusion

  • The research successfully identified potential biomarkers that could indicate the use of ESAs like CERA in horses.
  • The LC-HRMS-based metabolomic approach proposed by the study proved superior to the traditional ELISA method, with the potential to detect the misuse of ESAs in horse doping control for up to 74 days post administration.
  • The findings of this study pave the way for further research that could lead to enhanced methods for detecting doping in sport animals.

Cite This Article

APA
Joré C, Loup B, Garcia P, Paris AC, Popot MA, Audran M, Bonnaire Y, Varlet-Marie E, Bailly-Chouriberry L. (2017). Liquid chromatography – high resolution mass spectrometry-based metabolomic approach for the detection of Continuous Erythropoiesis Receptor Activator effects in horse doping control. J Chromatogr A, 1521, 90-99. https://doi.org/10.1016/j.chroma.2017.09.029

Publication

ISSN: 1873-3778
NlmUniqueID: 9318488
Country: Netherlands
Language: English
Volume: 1521
Pages: 90-99
PII: S0021-9673(17)31365-1

Researcher Affiliations

Joré, Céline
  • Institut des Biomolécules Max Mousseron (IBMM), 15 Av. Charles Flahault, 34093 Montpellier, France; Laboratoire des Courses Hippiques (LCH), 15 rue de Paradis, 91370 Verrières-le-Buisson, France.
Loup, Benoît
  • Laboratoire des Courses Hippiques (LCH), 15 rue de Paradis, 91370 Verrières-le-Buisson, France. Electronic address: b.loup@lchfrance.fr.
Garcia, Patrice
  • Laboratoire des Courses Hippiques (LCH), 15 rue de Paradis, 91370 Verrières-le-Buisson, France.
Paris, Anne-Christelle
  • Laboratoire des Courses Hippiques (LCH), 15 rue de Paradis, 91370 Verrières-le-Buisson, France.
Popot, Marie-Agnès
  • Laboratoire des Courses Hippiques (LCH), 15 rue de Paradis, 91370 Verrières-le-Buisson, France.
Audran, Michel
  • Département des analyses, Agence Française de Lutte contre le Dopage (AFLD), 143 avenue Roger Salengro, 92290 Châtenay-Malabry, France.
Bonnaire, Yves
  • Laboratoire des Courses Hippiques (LCH), 15 rue de Paradis, 91370 Verrières-le-Buisson, France.
Varlet-Marie, Emmanuelle
  • Institut des Biomolécules Max Mousseron (IBMM), 15 Av. Charles Flahault, 34093 Montpellier, France.
Bailly-Chouriberry, Ludovic
  • Laboratoire des Courses Hippiques (LCH), 15 rue de Paradis, 91370 Verrières-le-Buisson, France.

MeSH Terms

  • Animals
  • Chromatography, Liquid
  • Doping in Sports / methods
  • Erythropoiesis / drug effects
  • Erythropoietin / blood
  • Erythropoietin / pharmacology
  • Erythropoietin / urine
  • Hematinics / blood
  • Hematinics / pharmacology
  • Hematinics / urine
  • Horses
  • Mass Spectrometry
  • Metabolome / drug effects
  • Metabolomics
  • Polyethylene Glycols / pharmacology

Citations

This article has been cited 4 times.
  1. Cloteau C, Dervilly G, Loup B, Delcourt V, Kaabia Z, Bagilet F, Groseille G, Dauriac K, Fisher S, Popot MA, Garcia P, Le Bizec B, Bailly-Chouriberry L. Performance assessment of an equine metabolomics model for screening a range of anabolic agents.. Metabolomics 2023 Apr 7;19(4):38.
    doi: 10.1007/s11306-023-01985-0pubmed: 37027080google scholar: lookup
  2. 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
  3. Ueda T, Tozaki T, Nozawa S, Kinoshita K, Gawahara H. Identification of metabolomic changes in horse plasma after racing by liquid chromatography-high resolution mass spectrometry as a strategy for doping testing.. J Equine Sci 2019 Sep;30(3):55-61.
    doi: 10.1294/jes.30.55pubmed: 31592223google scholar: lookup
  4. Zhu C, Faillace V, Laus F, Bazzano M, Laghi L. Characterization of trotter horses urine metabolome by means of proton nuclear magnetic resonance spectroscopy.. Metabolomics 2018 Aug 3;14(8):106.
    doi: 10.1007/s11306-018-1403-3pubmed: 30830366google scholar: lookup