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Loria F, Grabherr S, Kuuranne T, Leuenberger N. Use of RNA biomarkers in the antidoping field. Bioanalysis 2024; 16:475-484. [PMID: 38497758 PMCID: PMC11216508 DOI: 10.4155/bio-2023-0251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/21/2024] [Indexed: 03/19/2024] Open
Abstract
There is growing evidence that various RNA molecules can serve as biomarkers for clinical diagnoses. Over the last decade, the high specificities and sensitivities of RNA biomarkers have led to proposals that they could be used to detect prohibited substances and practices in sports. mRNAs and circulating miRNAs have the potential to improve the detection of doping and expand the performance of the Athlete Biological Passport. This review provides a summary of the use of RNA biomarkers to detect human and equine doping practices, including a discussion of the use of dried blood spots as a stable matrix that supports and improves the general process of RNA biomarker detection. The advantages of RNA biomarkers over protein biomarkers are also discussed.
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Affiliation(s)
- Francesco Loria
- Swiss Laboratory for Doping Analyses, University Center of Legal Medicine, Lausanne & Geneva, Lausanne University Hospital & University of Lausanne, 1000, Switzerland
| | - Silke Grabherr
- University Center of Legal Medicine, Lausanne & Geneva, Lausanne University Hospital & University of Lausanne, 1000, Switzerland
| | - Tiia Kuuranne
- Swiss Laboratory for Doping Analyses, University Center of Legal Medicine, Lausanne & Geneva, Lausanne University Hospital & University of Lausanne, 1000, Switzerland
| | - Nicolas Leuenberger
- Swiss Laboratory for Doping Analyses, University Center of Legal Medicine, Lausanne & Geneva, Lausanne University Hospital & University of Lausanne, 1000, Switzerland
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Dahlgren AR, Knych HK, Arthur RM, Durbin-Johnson BP, Finno CJ. Transcriptomic Markers of Recombinant Human Erythropoietin Micro-Dosing in Thoroughbred Horses. Genes (Basel) 2021; 12:1874. [PMID: 34946824 PMCID: PMC8702184 DOI: 10.3390/genes12121874] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 11/30/2022] Open
Abstract
Recombinant human erythropoietin (rHuEPO) is a well-known performance enhancing drug in human athletes, and there is anecdotal evidence of it being used in horse racing for the same purpose. rHuEPO, like endogenous EPO, increases arterial oxygen content and thus aerobic power. Micro-doping, or injecting smaller doses over a longer period of time, has become an important concern in both human and equine athletics since it is more difficult to detect. Horses offer an additional challenge of a contractile spleen, thus large changes in the red blood cell mass occur naturally. To address the challenge of detecting rHuEPO doping in horse racing, we determined the transcriptomic effects of rHuEPO micro-dosing over seven weeks in exercised Thoroughbreds. RNA-sequencing of peripheral blood mononuclear cells isolated at several time points throughout the study identified three transcripts (C13H16orf54, PUM2 and CHTOP) that were significantly (PFDR < 0.05) different between the treatment groups across two or three time point comparisons. PUM2 and CHTOP play a role in erythropoiesis while not much is known about C13H16orf54, but it is primarily expressed in whole blood. However, gene expression differences were not large enough to detect via RT-qPCR, thereby precluding their utility as biomarkers of micro-doping.
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Affiliation(s)
- Anna R. Dahlgren
- School of Veterinary Medicine, University of California Davis, Davis, CA 95616, USA; (A.R.D.); (R.M.A.)
| | - Heather K. Knych
- K.L. Maddy Equine Analytical Pharmacology Lab and Department of Molecular Biosciences, School of Veterinary Medicine, University of California Davis, Davis, CA 95616, USA;
| | - Rick M. Arthur
- School of Veterinary Medicine, University of California Davis, Davis, CA 95616, USA; (A.R.D.); (R.M.A.)
| | | | - Carrie J. Finno
- School of Veterinary Medicine, University of California Davis, Davis, CA 95616, USA; (A.R.D.); (R.M.A.)
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Bollinger L, Bartel A, Küper A, Weber C, Gehlen H. Age and Hydration of Competing Horses Influence the Outcome of Elite 160 km Endurance Rides. Front Vet Sci 2021; 8:668650. [PMID: 34055954 PMCID: PMC8160124 DOI: 10.3389/fvets.2021.668650] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 04/13/2021] [Indexed: 11/30/2022] Open
Abstract
High elimination rates and the concern for horse welfare are important issues in endurance riding. An improved understanding of the causes of elimination could increase completion rates in this sport. We have identified pre-ride risk factors that allow an assessment of potential elimination before the ride. A longitudinal cohort study was performed among 49 healthy horses competing in the 160 km endurance ride at the 2016 World Championship of Endurance Riding in Samorin/Slovakia. Blood samples were drawn before the ride. For statistical evaluation, horses were categorized in three groups: finishers, lame and metabolically eliminated horses. Risk factors were calculated for each group using multinomial logistic regression. A 1% increase in hematocrit levels was associated with a higher OR for elimination (lameness: OR 1.26, p = 0.017; metabolic: OR 1.34, p = 0.010). Furthermore, increased potassium values correlated negatively with the race outcome. For a 1 mmol/l increase in potassium, the lameness OR was 4.21, p = 0.039 and metabolic OR was 1.15, p = 0.848. Eight-year-old horses had a 100% elimination rate and survival analyses showed a significantly higher hazard for elimination (p = 0.025). We thus conclude that age and hydration affect the outcome of elite endurance rides. Further investigation of age as a risk factor seems to be clinically relevant and adjustments of FEI qualification modes may be appropriate.
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Affiliation(s)
- Lena Bollinger
- Equine Clinic, Internal Medicine, Freie Universität Berlin, Berlin, Germany
| | - Alexander Bartel
- Institute for Veterinary Epidemiology and Biostatistics, Freie Universität Berlin, Berlin, Germany
| | - Alina Küper
- Institute for Veterinary Epidemiology and Biostatistics, Freie Universität Berlin, Berlin, Germany
| | - Corinna Weber
- Laboklin Veterinary Laboratory Diagnostics, Bad Kissingen, Germany
| | - Heidrun Gehlen
- Equine Clinic, Internal Medicine, Freie Universität Berlin, Berlin, Germany
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Kämpf S, Seiler E, Bujok J, Hofmann-Lehmann R, Riond B, Makhro A, Bogdanova A. Aging Markers in Equine Red Blood Cells. Front Physiol 2019; 10:893. [PMID: 31379601 PMCID: PMC6650539 DOI: 10.3389/fphys.2019.00893] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 06/27/2019] [Indexed: 01/04/2023] Open
Abstract
Detection of hematopoietic activity in horses is a challenge due to the lack of cells carrying reticulocyte markers such as RNA remnants or CD71 in the circulation. In this study, we fractionated equine red cells according to their density and analyzed the cells forming low (L), medium (M), and high (H) density fractions for markers of aging such as membrane loss, oxidation, and alterations in the intracellular free Ca2+ levels. Cells forming L and M fraction were highly heterogeneous in projected areas and shapes, and had higher propensity to swell in response to hypo-osmotic challenge than the cells from the H fraction. The densest cells were deprived of band 3 protein compared to the cells within L or M fraction. Furthermore, the equine red cells from the H fraction were hyper-oxidized compared to the cells within M and L fractions as follows from an increase in autofluorescence characteristic for oxidized damaged hemoglobin and from thiol oxidation as detected using monobromobimane. The lightest cells showed lower free thiol content compared to the red blood cells from the M fraction, but did not contain oxidized hemoglobin. Finally, the majority of red blood cells forming L, M, and H fraction prominently differed from each other in intracellular free Ca2+ levels and its distribution within the cells. Based on the obtained findings, we suggest that intraerythrocytic Ca2+ levels and its subcellular distribution, eosin-5-maleimide binding test for band 3 abundance, and autofluorescence of cells along with the changes in red blood cell indices, distribution width and creatine levels may become potential markers of regenerative erythropoiesis in horses. Validation of the power of these potential markers of red cell aging is pending.
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Affiliation(s)
- Sandra Kämpf
- Red Blood Cell Research Group, Vetsuisse Faculty, Institute of Veterinary Physiology, University of Zurich, Zürich, Switzerland.,Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Elena Seiler
- Red Blood Cell Research Group, Vetsuisse Faculty, Institute of Veterinary Physiology, University of Zurich, Zürich, Switzerland
| | - Jolanta Bujok
- Red Blood Cell Research Group, Vetsuisse Faculty, Institute of Veterinary Physiology, University of Zurich, Zürich, Switzerland.,Institute of Animal Physiology, Wrocław University of Environmental and Life Sciences, Wrocław, Poland
| | | | - Barbara Riond
- Clinical Laboratory, Vetsuisse Faculty, University of Zurich, Zürich, Switzerland
| | - Asya Makhro
- Red Blood Cell Research Group, Vetsuisse Faculty, Institute of Veterinary Physiology, University of Zurich, Zürich, Switzerland
| | - Anna Bogdanova
- Red Blood Cell Research Group, Vetsuisse Faculty, Institute of Veterinary Physiology, University of Zurich, Zürich, Switzerland.,The Zurich Center for Integrative Human Physiology (ZIHP), Zürich, Switzerland
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Cavalcanti RTC, Teixeira PAC, Levy RS, Pereira HMG, Aquino Neto FR. Detection of ESAs in equine urine and blood by SAR‐PAGE. Drug Test Anal 2019; 11:772-781. [DOI: 10.1002/dta.2569] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 12/21/2018] [Accepted: 01/06/2019] [Indexed: 12/19/2022]
Affiliation(s)
- Rafaela Tannuri Campos Cavalcanti
- Chemistry Institute, Brazilian Doping Control Laboratory – LBCD – LADETECFederal University of Rio de Janeiro – UFRJ Av. Horácio Macedo, 1281, Polo de Química, Ilha do Fundão Rio de Janeiro 21941‐598 Brazil
| | - Pedro Antônio Castelo Teixeira
- Chemistry Institute, Brazilian Doping Control Laboratory – LBCD – LADETECFederal University of Rio de Janeiro – UFRJ Av. Horácio Macedo, 1281, Polo de Química, Ilha do Fundão Rio de Janeiro 21941‐598 Brazil
| | - Rachel Santos Levy
- Chemistry Institute, Brazilian Doping Control Laboratory – LBCD – LADETECFederal University of Rio de Janeiro – UFRJ Av. Horácio Macedo, 1281, Polo de Química, Ilha do Fundão Rio de Janeiro 21941‐598 Brazil
| | - Henrique Marcelo Gualberto Pereira
- Chemistry Institute, Brazilian Doping Control Laboratory – LBCD – LADETECFederal University of Rio de Janeiro – UFRJ Av. Horácio Macedo, 1281, Polo de Química, Ilha do Fundão Rio de Janeiro 21941‐598 Brazil
| | - Francisco Radler Aquino Neto
- Chemistry Institute, Brazilian Doping Control Laboratory – LBCD – LADETECFederal University of Rio de Janeiro – UFRJ Av. Horácio Macedo, 1281, Polo de Química, Ilha do Fundão Rio de Janeiro 21941‐598 Brazil
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Fragkaki AG, Kioukia-Fougia N, Kiousi P, Kioussi M, Tsivou M. Challenges in detecting substances for equine anti-doping. Drug Test Anal 2017; 9:1291-1303. [DOI: 10.1002/dta.2162] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Revised: 12/19/2016] [Accepted: 01/09/2017] [Indexed: 01/01/2023]
Affiliation(s)
- A. G. Fragkaki
- Doping Control Laboratory of Athens; Olympic Athletic Center of Athens ‘Spyros Louis’; 37 Kifisias Avenue 15123 Maroussi Greece
| | - N. Kioukia-Fougia
- Doping Control Laboratory of Athens; Olympic Athletic Center of Athens ‘Spyros Louis’; 37 Kifisias Avenue 15123 Maroussi Greece
| | - P. Kiousi
- Doping Control Laboratory of Athens; Olympic Athletic Center of Athens ‘Spyros Louis’; 37 Kifisias Avenue 15123 Maroussi Greece
| | - M. Kioussi
- Laboratory of Pesticides Residues, Department of Pesticides Control and Phytopharmacy; Benaki Phytopathological Institute; 8 St. Delta str., 14561 Kifissia Athens Greece
- Laboratory of Analytical Chemistry, Department of Chemistry; University of Athens; 15771 Panepistimiopolis-Zographou Athens Greece
| | - M. Tsivou
- Doping Control Laboratory of Athens; Olympic Athletic Center of Athens ‘Spyros Louis’; 37 Kifisias Avenue 15123 Maroussi Greece
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