Increasing oxygen transport through elevated hemoglobin concentration and red blood cell mass is a key objective of blood doping, commonly achieved via recombinant human erythropoietin (rHuEPO) administration or blood transfusions. While the Athlete Biological Passport (ABP) offers an effective indirect tool for detecting such manipulations, its sensitivity and specificity may be limited, particularly in cases involving microdoses or confounding physiological factors. To address these limitations, the identification of novel biomarkers that complement current ABP markers is essential.
This study presents a targeted metabolomics approach to discover candidate biomarkers of rHuEPO administration by analyzing polar metabolites in plasma and serum from two administration studies: one involving a single CERA injection, and the other using multiple doses of epoetin delta. Hydrophilic interaction chromatography hyphenated with tandem mass spectrometry enabled the selective and sensitive detection of a panel of polar endogenous metabolites.
Following data normalization and stringent quality control, generalized least squares models were applied to evidence temporal changes in metabolite signals. Among the most responsive and concordant markers across both studies were hypoxanthine and inosine, which showed significant and marked increases following rHuEPO administration. Notably, the relative increase of these metabolites coincided with the maximum in reticulocyte percentages, reflecting maximal erythropoietic activity. As intermediates in purine metabolism, their increases are likely tied to augmented purine turnover during red blood cell production. These findings suggest that hypoxanthine and inosine are promising candidate biomarkers to complement existing ABP parameters. However, further validation is required to confirm their reliability and applicability within the ABP framework.
{"title":"Identification of Candidate Blood Biomarkers of Recombinant Human Erythropoietin Administration Using Targeted Polar Metabolomics by HILIC-MS/MS","authors":"Olivier Salamin, Lejla Ramic, Raul Nicoli, Serge Rudaz, Davy Guillarme, Tiia Kuuranne","doi":"10.1002/dta.3943","DOIUrl":"10.1002/dta.3943","url":null,"abstract":"<p>Increasing oxygen transport through elevated hemoglobin concentration and red blood cell mass is a key objective of blood doping, commonly achieved via recombinant human erythropoietin (rHuEPO) administration or blood transfusions. While the Athlete Biological Passport (ABP) offers an effective indirect tool for detecting such manipulations, its sensitivity and specificity may be limited, particularly in cases involving microdoses or confounding physiological factors. To address these limitations, the identification of novel biomarkers that complement current ABP markers is essential.</p><p>This study presents a targeted metabolomics approach to discover candidate biomarkers of rHuEPO administration by analyzing polar metabolites in plasma and serum from two administration studies: one involving a single CERA injection, and the other using multiple doses of epoetin delta. Hydrophilic interaction chromatography hyphenated with tandem mass spectrometry enabled the selective and sensitive detection of a panel of polar endogenous metabolites.</p><p>Following data normalization and stringent quality control, generalized least squares models were applied to evidence temporal changes in metabolite signals. Among the most responsive and concordant markers across both studies were hypoxanthine and inosine, which showed significant and marked increases following rHuEPO administration. Notably, the relative increase of these metabolites coincided with the maximum in reticulocyte percentages, reflecting maximal erythropoietic activity. As intermediates in purine metabolism, their increases are likely tied to augmented purine turnover during red blood cell production. These findings suggest that hypoxanthine and inosine are promising candidate biomarkers to complement existing ABP parameters. However, further validation is required to confirm their reliability and applicability within the ABP framework.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2323-2332"},"PeriodicalIF":2.7,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3943","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144937380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anuar Gómez-Tagle, Claudia Bressan, Rosa Ventura, Alan Álvarez-Sanchez, Enrique Cardenas-Yong, Benjamín Velasco-Bejarano
Clenbuterol (Clb) is a β2-agonist drug included in the list of substances prohibited during and out of competition by the World Anti-Doping Agency (WADA-AMA). Several adverse analytical findings have been detected by accredited WADA laboratories, but athletes often claim that results are due to dietary contamination. In this contribution, bovine microsomal incubation and the excretion of bovine and human urinary metabolites of Clb were analyzed and compared using liquid chromatography electrospray Q-Exactive-Orbitrap mass spectrometry to determine differences in Clb metabolism. Urine samples were processed by solid-phase extraction prior to electrospray analysis in both the positive and negative ion modes. MS/MS experiments were obtained by parallel monitoring reaction (PRM) triggered by an inclusion ions list. The strategy for metabolite identification involved the search for typical biotransformation based on accurate mass shifts using diagnostic fragment ions from the parent drug. This approach successfully identified eight metabolites, including a novel N-methylated form of Clb, reported here for the first time. Additionally, four metabolites found exclusively in bovine urine offer significant potential for further research aimed at distinguishing unintentional doping.
{"title":"Biosynthesis and Identification of Clenbuterol Metabolites in Urine and In Vitro Microsome Incubation Samples Using UHPLC-Q-Exactive Orbitrap Mass Spectrometry: A Comparison Between Human and Bovine Metabolism","authors":"Anuar Gómez-Tagle, Claudia Bressan, Rosa Ventura, Alan Álvarez-Sanchez, Enrique Cardenas-Yong, Benjamín Velasco-Bejarano","doi":"10.1002/dta.3942","DOIUrl":"10.1002/dta.3942","url":null,"abstract":"<p>Clenbuterol (Clb) is a β2-agonist drug included in the list of substances prohibited during and out of competition by the World Anti-Doping Agency (WADA-AMA). Several adverse analytical findings have been detected by accredited WADA laboratories, but athletes often claim that results are due to dietary contamination. In this contribution, bovine microsomal incubation and the excretion of bovine and human urinary metabolites of Clb were analyzed and compared using liquid chromatography electrospray Q-Exactive-Orbitrap mass spectrometry to determine differences in Clb metabolism. Urine samples were processed by solid-phase extraction prior to electrospray analysis in both the positive and negative ion modes. MS/MS experiments were obtained by parallel monitoring reaction (PRM) triggered by an inclusion ions list. The strategy for metabolite identification involved the search for typical biotransformation based on accurate mass shifts using diagnostic fragment ions from the parent drug. This approach successfully identified eight metabolites, including a novel <i>N</i>-methylated form of Clb, reported here for the first time. Additionally, four metabolites found exclusively in bovine urine offer significant potential for further research aimed at distinguishing unintentional doping.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2314-2322"},"PeriodicalIF":2.7,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3942","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144937281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}