Establishment of a post-race biomarkers database and application of pathway analysis to identify potential biomarkers in post-race equine plasma
In the context of doping control, conventional direct chemical testing detects only a limited scope of target substances in equine biological samples. To expand the ability to detect doping agents and their detection windows, metabolomics has recently become a common approach for monitoring alterati...
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Published in | Drug testing and analysis Vol. 14; no. 5; p. 915 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
England
01.05.2022
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Abstract | In the context of doping control, conventional direct chemical testing detects only a limited scope of target substances in equine biological samples. To expand the ability to detect doping agents and their detection windows, metabolomics has recently become a common approach for monitoring alteration of biomarkers caused by doping agents in relevant metabolic pathways. In horse racing, remarkable changes in metabolic profiles between the rest state and racing are likely to affect the identification of doping biomarkers. Previously, we reported a limited number of significantly upregulated metabolites after racing, based on a non-targeted metabolomics approach using out-of-competition and post-race equine plasma samples. In this study, we performed a more thorough analysis of the data set, using pathway analysis to establish a post-race biomarkers database (PBD) that includes upregulated and downregulated metabolites, their fold changes, and relevant pathways, with the main objective of improving our understanding of changes in physiological status related to horse racing. Statistical analysis of the PBD revealed that two peak combinations of pentadecanoyl carnitine/galactosylglycerol (P/G) and heptadecanoyl carnitine/galactosylglycerol (H/G) could be used as potential biomarkers for the discrimination of the rest and post-race groups. To demonstrate the applicability of the PBD, we validated the post-race biomarkers P/G and H/G (highly involved in lipid metabolism) by a single-blind test. This strategy, which combines establishment of a biomarker database with pathway analysis, represents a powerful tool for discovering potential doping biomarkers in the future. |
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AbstractList | In the context of doping control, conventional direct chemical testing detects only a limited scope of target substances in equine biological samples. To expand the ability to detect doping agents and their detection windows, metabolomics has recently become a common approach for monitoring alteration of biomarkers caused by doping agents in relevant metabolic pathways. In horse racing, remarkable changes in metabolic profiles between the rest state and racing are likely to affect the identification of doping biomarkers. Previously, we reported a limited number of significantly upregulated metabolites after racing, based on a non-targeted metabolomics approach using out-of-competition and post-race equine plasma samples. In this study, we performed a more thorough analysis of the data set, using pathway analysis to establish a post-race biomarkers database (PBD) that includes upregulated and downregulated metabolites, their fold changes, and relevant pathways, with the main objective of improving our understanding of changes in physiological status related to horse racing. Statistical analysis of the PBD revealed that two peak combinations of pentadecanoyl carnitine/galactosylglycerol (P/G) and heptadecanoyl carnitine/galactosylglycerol (H/G) could be used as potential biomarkers for the discrimination of the rest and post-race groups. To demonstrate the applicability of the PBD, we validated the post-race biomarkers P/G and H/G (highly involved in lipid metabolism) by a single-blind test. This strategy, which combines establishment of a biomarker database with pathway analysis, represents a powerful tool for discovering potential doping biomarkers in the future. |
Author | Obara, Taku Leung, Gary Ngai-Wa Uchida, Taiga Ueda, Toshiki Ishii, Hideaki Ohnuma, Kohei |
Author_xml | – sequence: 1 givenname: Kohei orcidid: 0000-0001-5429-7944 surname: Ohnuma fullname: Ohnuma, Kohei organization: Drug Analysis Department, Laboratory of Racing Chemistry, Utsunomiya, Japan – sequence: 2 givenname: Taiga orcidid: 0000-0001-8280-2602 surname: Uchida fullname: Uchida, Taiga organization: Drug Analysis Department, Laboratory of Racing Chemistry, Utsunomiya, Japan – sequence: 3 givenname: Gary Ngai-Wa orcidid: 0000-0002-6949-5721 surname: Leung fullname: Leung, Gary Ngai-Wa organization: Drug Analysis Department, Laboratory of Racing Chemistry, Utsunomiya, Japan – sequence: 4 givenname: Toshiki orcidid: 0000-0002-5062-954X surname: Ueda fullname: Ueda, Toshiki organization: Bioinformatics Team, Research Laboratory, H. U. Group Research Institute G.K., Hachioji, Japan – sequence: 5 givenname: Taku orcidid: 0000-0002-3674-1674 surname: Obara fullname: Obara, Taku organization: Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan – sequence: 6 givenname: Hideaki orcidid: 0000-0002-6850-1894 surname: Ishii fullname: Ishii, Hideaki organization: Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan |
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Title | Establishment of a post-race biomarkers database and application of pathway analysis to identify potential biomarkers in post-race equine plasma |
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