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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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Kolliari-Turner A, Lima G, Wang G, Malinsky FR, Karanikolou A, Eichhorn G, Tanisawa K, Ospina-Betancurt J, Hamilton B, Kumi PY, Shurlock J, Skiadas V, Twycross-Lewis R, Kilduff L, Martin RP, Ash GI, Potter C, Guppy FM, Seto JT, Fossati C, Pigozzi F, Borrione P, Pitsiladis Y. An observational human study investigating the effect of anabolic androgenic steroid use on the transcriptome of skeletal muscle and whole blood using RNA-Seq. BMC Med Genomics 2023; 16:94. [PMID: 37138349 PMCID: PMC10157927 DOI: 10.1186/s12920-023-01512-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 04/08/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND The effects of Anabolic Androgenic Steroids (AAS) are largely illustrated through Androgen Receptor induced gene transcription, yet RNA-Seq has yet to be conducted on human whole blood and skeletal muscle. Investigating the transcriptional signature of AAS in blood may aid AAS detection and in muscle further understanding of AAS induced hypertrophy. METHODS Males aged 20-42 were recruited and sampled once: sedentary controls (C), resistance trained lifters (RT) and resistance trained current AAS users (RT-AS) who ceased exposure ≤ 2 or ≥ 10 weeks prior to sampling. RT-AS were sampled twice as Returning Participants (RP) if AAS usage ceased for ≥ 18 weeks. RNA was extracted from whole blood and trapezius muscle samples. RNA libraries were sequenced twice, for validation purposes, on the DNBSEQ-G400RS with either standard or CoolMPS PE100 reagents following MGI protocols. Genes were considered differentially expressed with FDR < 0.05 and a 1.2- fold change. RESULTS Cross-comparison of both standard reagent whole blood (N = 55: C = 7, RT = 20, RT-AS ≤ 2 = 14, RT-AS ≥ 10 = 10, RP = 4; N = 46: C = 6, RT = 17, RT-AS ≤ 2 = 12, RT-AS ≥ 10 = 8, RP = 3) sequencing datasets, showed that no genes or gene sets/pathways were differentially expressed between time points for RP or between group comparisons of RT-AS ≤ 2 vs. C, RT, or RT-AS ≥ 10. Cross-comparison of both muscle (N = 51, C = 5, RT = 17, RT-AS ≤ 2 = 15, RT-AS ≥ 10 = 11, RP = 3) sequencing (one standard & one CoolMPS reagent) datasets, showed one gene, CHRDL1, which has atrophying potential, was upregulated in RP visit two. In both muscle sequencing datasets, nine differentially expressed genes, overlapped with RT-AS ≤ 2 vs. RT and RT-AS ≤ 2 vs. C, but were not differentially expressed with RT vs. C, possibly suggesting they are from acute doping alone. No genes seemed to be differentially expressed in muscle after the long-term cessation of AAS, whereas a previous study found long term proteomic changes. CONCLUSION A whole blood transcriptional signature of AAS doping was not identified. However, RNA-Seq of muscle has identified numerous differentially expressed genes with known impacts on hypertrophic processes that may further our understanding on AAS induced hypertrophy. Differences in training regimens in participant groupings may have influenced results. Future studies should focus on longitudinal sampling pre, during and post-AAS exposure to better control for confounding variables.
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Affiliation(s)
- Alexander Kolliari-Turner
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
- Centre for Stress and Age-Related Disease, University of Brighton, Brighton, UK
| | - Giscard Lima
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
- Muscle Research, Murdoch Children’s Research Institute, Parkville, VIC Australia
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Rome, Italy
| | - Guan Wang
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
- Centre for Regenerative Medicine and Devices, University of Brighton, Brighton, UK
| | - Fernanda Rossell Malinsky
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
| | - Antonia Karanikolou
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
| | - Gregor Eichhorn
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
- Environmental Extremes Laboratory, University of Brighton, Eastbourne, UK
| | - Kumpei Tanisawa
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Japan
| | | | - Blair Hamilton
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
- Centre for Stress and Age-Related Disease, University of Brighton, Brighton, UK
- The Gender Identity Clinic, Tavistock and Portman NHS Foundation Trust, London, UK
| | - Paulette Y.O. Kumi
- Centre for Sports and Exercise Medicine, William Harvey Research Institute, Queen Mary University of London, London, UK
| | | | - Vasileios Skiadas
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Richard Twycross-Lewis
- School of Engineering and Materials Science, Queen Mary University of London, London, UK
- St Mary’s University, Twickenham, London, UK
| | - Liam Kilduff
- Applied Sports, Technology, Exercise, and Medicine Research Centre (A-STEM), Faculty of Science and Engineering, Swansea University, Swansea, Wales
| | - Renan Paulo Martin
- Department of Biophysics, Federal University of Sao Paulo, Sao Paulo, Brazil
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Garrett I. Ash
- Veterans Affairs Connecticut Healthcare System, West Haven, CT USA
- Center for Medical Informatics, Yale University, New Haven, CT USA
| | | | - Fergus M. Guppy
- Centre for Stress and Age-Related Disease, University of Brighton, Brighton, UK
- Institute for Life and Earth Sciences, School of Energy, Geoscience, Infrastructure and Society, Heriot-Watt University, Edinburgh, UK
| | - Jane T. Seto
- Muscle Research, Murdoch Children’s Research Institute, Parkville, VIC Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC Australia
| | - Chiara Fossati
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Rome, Italy
| | - Fabio Pigozzi
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Rome, Italy
| | - Paolo Borrione
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Rome, Italy
| | - Yannis Pitsiladis
- School of Sport and Heath Sciences, University of Brighton Welkin House, 30 Carlisle Road, Eastbourne, BN20 7SN UK
- Centre for Stress and Age-Related Disease, University of Brighton, Brighton, UK
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