Metabolomics in equine sport and exercise.
- Journal Article
- Review
Summary
The research article focuses on the use of metabolomics in understanding the physiological changes that occur in horses during competitive sport and exercise. Despite its application in human sports science, metabolomics has not been significantly used in equine studies, and the purpose of this review is to encourage its implementation for better horse management and health.
Understanding Metabolomics
Metabolomics refers to the study and classification of hundreds of low weight metabolites in a biological sample. These metabolites offer insight into cellular activity, including changes in transcripts and proteins, and facilitate a detailed understanding of an organism’s cellular phenotype.
- Metabolomics offers a high-throughput multiparametric identification.
- This review identifies the need for more research in the application of metabolomics in equine sports and exercise.
Importance of Metabolomics in Human Sport and Exercise
Over the past decade, the significance of metabolomics in human sport and exercise has gained traction.
- Studies of metabolomics have provided essential insights into the energy demands of the human body during exercise and the mechanisms that underline these requirements.
- The review identifies the application of metabolomics in human sports as an area that can provide insights for similar application in equine sports.
Current use of Metabolomics in Equine Studies
Despite the potential advantages, the use of metabolomics in equine exercise physiology remains limited. The disparity of metabolomics implementation between human and equine sports research underscores the need for its use in equine studies.
- The application of metabolomics in equine studies is lagging behind, despite horses’ superior aerobic and muscle capabilities.
- The review argues that horses, given their role in competitive sports, constitute an important area for applying and understanding metabolomics.
Suggested Methodological Considerations and Identifying Gaps
For metabolomics to be implemented effectively in equine studies, the research first focuses on understanding the functional aspects of the method and identifying the gaps in the methodology used.
- This narrative review seeks to familiarize the reader with metabolomics, its routine implementation, and the different analytical methods used in its application.
- Particular attention will be given to the skeletal muscle metabolome, an area that appears to lack sufficient study in equine literature.
The Future of Metabolomics in Equine Studies
The research concludes by discussing the possible future directions and challenges to the routine use of metabolomics in equine studies.
- The narrative review insists that understanding changes in the equine athlete’s metabolomics with exercise can significantly improve the management and health of horses.
- However, barriers might exist to the routine use of metabolomics in equine studies, and these need identification and mitigation.
Cite This Article
Publication
Researcher Affiliations
- Department of Health and Exercise Science, Rowan University, Glassboro, New Jersey, USA.
- Department of Nutritional Sciences, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, USA.
- New Jersey Institute for Food, Nutrition and Health, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, USA.
- Rutgers Equine Science Center, Department of Animal Sciences, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, USA.
MeSH Terms
- Animals
- Horses
- Metabolome
- Metabolomics
- Physical Conditioning, Animal
- Proteomics
- Sports
References
- Al-Khelaifi F, Diboun I, Donati F, Botrè F, Alsayrafi M, Georgakopoulos C, Elrayess M A. A pilot study comparing the metabolic profiles of elite-level athletes from different sporting disciplines. Sports Medicine - Open 4(1), 2.
- Berton R, Conceição M S, Libardi C A, Canevarolo R R, Gáspari A F, Chacon-Mikahil M P T, Cavaglieri C R. Metabolic time-course response after resistance exercise: A metabolomics approach. Journal of Sports Sciences 35(12), 1211-1218.
- Bouwman F G, van Ginneken M M E, Noben J-P, Royackers E, de Graaf-Roelfsema E, Wijnberg I D, van Breda E. Differential expression of equine muscle biopsy proteins during normal training and intensified training in young standardbred horses using proteomics technology. Comparative Biochemistry and Physiology Part D, Genomics & Proteomics 5(1), 55-64.
- Brooks G A, Donovan C M. Effect of endurance training on glucose kinetics during exercise. American Journal of Physiology 244(5), E505-E512.
- Coffey V G, Hawley J A. The molecular bases of training adaptation. Sports Medicine 37(9), 737-763.
- Duft R G, Castro A, Bonfante I L P, Brunelli D T, Chacon-Mikahil M P T, Cavaglieri C R. metabolomics approach in the investigation of metabolic changes in obese men after 24 weeks of combined training. Journal of Proteome Research 16(6), 2151-2159.
- Dyar K A, Artati A, Cecil A, Adamski J. Skeletal muscle metabolomics for metabolomics phenotyping and biomarker discovery. New York, NY: Springer.
- Egan B, Zierath J R. Exercise metabolism and the molecular regulation of skeletal muscle adaptation. Cell Metabolism 17(2), 162-184.
- Engelen M, Ten Have G A M, Thaden J J, Deutz N E P. New advances in stable tracer methods to assess whole-body protein and amino acid metabolism. Current Opinion in Clinical Nutrition and Metabolic Care 22(5), 337-346.
- Fazelzadeh P, Hangelbroek R W J, Tieland M, de Groot L C P G M, Verdijk L B, van Loon L J C, Boekschoten M V. The muscle metabolome differs between healthy and frail older adults. Journal of Proteome Research 15(2), 499-509.
- Foroutan A, Goldansaz S A, Lipfert M, Wishart D S. Protocols for NMR analysis in livestock metabolomics. Methods in Molecular Biology 1996, 311-324.
- Garcia-Campos M A, Espinal-Enriquez J, Hernandez-Lemus E. Pathway analysis: State of the art. Frontiers in Physiology 6, 383.
- Goldansaz S A, Guo A C, Sajed T, Steele M A, Plastow G S, Wishart D S. Livestock metabolomics and the livestock metabolome: A systematic review. PLoS ONE 12(5), e0177675.
- Greenhaff P L, Harris R C, Snow D H, Sewell D A, Dunnett M. The influence of metabolic alkalosis upon exercise metabolism in the thoroughbred horse. European Journal of Applied Physiology and Occupational Physiology 63(2), 129-134.
- Harris R C, Marlin D J, Snow D H, Harkness R A. Muscle ATP loss and lactate accumulation at different work intensities in the exercising Thoroughbred horse. European Journal of Applied Physiology and Occupational Physiology 62(4), 235-244.
- Hawley J A, Hargreaves M, Joyner M J, Zierath J R. Integrative biology of exercise. Cell 159(4), 738-749.
- Heaney L M, Deighton K, Suzuki T. Non-targeted metabolomics in sport and exercise science. Journal of Sports Sciences 1-9.
- Henriksson J. Effect of exercise on amino acid concentrations in skeletal muscle and plasma. Journal of Experimental Biology 160, 149-165.
- Hinchcliff K W. 1 - The horse as an athlete. In K. W. H. J. K. J. Geor (Ed.), Equine sports medicine and surgery (2nd ed., pp. 3-10). New York: W.B. Saunders.
- Huffman K M, Koves T R, Hubal M J, Abouassi H, Beri N, Bateman L A, Kraus W E. Metabolite signatures of exercise training in human skeletal muscle relate to mitochondrial remodelling and cardiometabolic fitness. Diabetologia 57(11), 2282-2295.
- Jang C, Chen L, Rabinowitz J D. metabolomics and isotope tracing. Cell 173(4), 822-837.
- Jang H-J, Kim D-M, Kim K-B, Park J-W, Choi J-Y, Oh J H, Cho B-W. Analysis of metabolomics patterns in thoroughbreds before and after exercise. Asian-Australasian Journal of Animal Sciences 30(11), 1633-1642.
- Klein D J, McKeever K H, Mirek E T, Anthony T G. metabolomics response of equine skeletal muscle to acute fatiguing exercise and training. Frontiers in Physiology 11, 1-15.
- Le Moyec L, Robert C, Triba M N, Billat V L, Mata X, Schibler L, Barrey E. Protein catabolism and high lipid metabolism associated with long-distance exercise are revealed by plasma NMR metabolomics in endurance horses. PLoS ONE 9(3), e90730.
- Le Moyec L, Robert C, Triba M N, Bouchemal N, Mach N, Rivière J, Barrey E. A first step toward unraveling the energy metabolism in endurance horses: Comparison of plasma nuclear magnetic resonance metabolomics profiles before and after different endurance race distances. Frontiers in Molecular Biosciences 6, 45.
- Lewis C A, Parker S J, Fiske B P, McCloskey D, Gui D Y, Green C R, Metallo C M. Tracing compartmentalized NADPH metabolism in the cytosol and mitochondria of mammalian cells. Molecular Cell 55(2), 253-263.
- Lewis G D, Farrell L, Wood M J, Martinovic M, Arany Z, Rowe G C, Gerszten R E. Metabolic signatures of exercise in human plasma. Science Translational Medicine 2(33), 33ra37.
- Liu X, Locasale J W. metabolomics: A primer. Trends in Biochemical Sciences 42(4), 274-284.
- Luck M M, Le Moyec L, Barrey E, Triba M N, Bouchemal N, Savarin P, Robert C. Energetics of endurance exercise in young horses determined by nuclear magnetic resonance metabolomics. Frontiers in Physiology 6, 198.
- Lustgarten M S, Price L L, Logvinenko T, Hatzis C, Padukone N, Reo N V, Fielding R A. Identification of serum analytes and metabolites associated with aerobic capacity. European Journal of Applied Physiology 113(5), 1311-1320.
- Mach N, Ramayo-Caldas Y, Clark A, Moroldo M, Robert C, Barrey E, Le Moyec L. Understanding the response to endurance exercise using a systems biology approach: Combining blood metabolomics, transcriptomics and miRNomics in horses. BMC Genomics 18(1), 187.
- McGivney B A, McGettigan P A, Browne J A, Evans A C O, Fonseca R G, Loftus B J, Hill E W. Characterization of the equine skeletal muscle transcriptome identifies novel functional responses to exercise training. BMC Genomics 11, 398.
- McGowan C M, Golland L C, Evans D L, Hodgson D R, Rose R J. Effects of prolonged training, overtraining and detraining on skeletal muscle metabolites and enzymes. Equine Veterinary Journal 34(S34), 257-263.
- Monteiro M S, Carvalho M, Bastos M L, Guedes de Pinho P. metabolomics analysis for biomarker discovery: Advances and challenges. Current Medicinal Chemistry 20(2), 257-271.
- Nieman D C, Shanely R A, Gillitt N D, Pappan K L, Lila M A. Serum metabolic signatures induced by a three-day intensified exercise period persist after 14 h of recovery in runners. Journal of Proteome Research 12(10), 4577-4584.
- Nieman D C, Shanely R A, Luo B, Meaney M P, Dew D A, Pappan K L. metabolomics approach to assessing plasma 13- and 9-hydroxy-octadecadienoic acid and linoleic acid metabolite responses to 75-km cycling. American Journal of Physiology: Regulatory, Integrative and Comparative Physiology 307(1), R68-R74.
- O'Neill M, Watt M J, Heigenhauser G J F, Spriet L L. Effects of reduced free fatty acid availability on hormone-sensitive lipase activity in human skeletal muscle during aerobic exercise. Journal of Applied Physiology 97(5), 1938-1945.
- Peters R, Stolker A, Mol J, Lommen A, Lyris E, Angelis Y, Nielen M. Screening in veterinary drug analysis and sports doping control based on full-scan, accurate-mass spectrometry. TrAC Trends in Analytical Chemistry 29(11), 1250-1268.
- Pohjanen E, Thysell E, Jonsson P, Eklund C, Silfver A, Carlsson I-B, Antti H. A multivariate screening strategy for investigating metabolic effects of strenuous physical exercise in human serum. Journal of Proteome Research 6(6), 2113-2120.
- Poso A R, Essen-Gustavsson B, Lindholm A, Persson S G B. Exercise-induced changes in muscle and plasma amino acid levels in the Standardbred horse. Equine Exercise Physiology 3, 202-208.
- Rivero J L. A scientific background for skeletal muscle conditioning in equine practice. Journal of Veterinary Medicine. A, Physiology, Pathology, Clinical Medicine 54(6), 321-332.
- Rivero J L, Hill E W. Skeletal muscle adaptations and muscle genomics of performance horses. The Veterinary Journal 209, 5-13.
- Rivero J-L-L, Piercy R J. 6 - Muscle physiology: Responses to exercise and training. In K. W. H. J. K. J. Geor (Ed.), Equine sports medicine and surgery (2nd ed., pp. 69-108). New York: W.B. Saunders.
- Ropka-Molik K, Stefaniuk-Szmukier M, Z˙ukowski K, Piórkowska K, Bugno-Poniewierska M. Exercise-induced modification of the skeletal muscle transcriptome in Arabian horses. Physiological Genomics 49(6), 318-326.
- Snow D H, Harris R C, Gash S P. Metabolic response of equine muscle to intermittent maximal exercise. Journal of Applied Physiology 58(5), 1689-1697.
- Snow D H, Mackenzie G. Effect of training on some metabolic changes associated with submaximal endurance exercise in the horse. Equine Veterinary Journal 9(4), 226-230.
- Snow D H, Mackenzie G. Some metabolic effects of maximal exercise in the horse and adaptations with training. Equine Veterinary Journal 9(3), 134-140.
- te Pas M F W, Wijnberg I D, Hoekman A J W, de Graaf-Roelfsema E, Keizer H A, van Breda E, van der Kolk J H. Skeletal muscle transcriptome profiles related to different training intensities and detraining in Standardbred horses: A search for overtraining biomarkers. The Veterinary Journal 197(3), 717-723.
- Ueda T, Tozaki T, Nozawa S, Kinoshita K, Gawahara H. Identification of metabolomics changes in horse plasma after racing by liquid chromatography-high resolution mass spectrometry as a strategy for doping testing. Journal of Equine Science 30(3), 55-61.
- Valério D F, Berton R, Conceição M S, Canevarolo R R, Chacon-Mikahil M P T, Cavaglieri C R, Libardi C A. Early metabolic response after resistance exercise with blood flow restriction in well-trained men: A metabolomics approach. Applied Physiology, Nutrition and Metabolism 43(3), 240-246.
- Wagner A L, Urschel K L. Developmental regulation of the activation of translation initiation factors of skeletal muscle in response to feeding in horses. American Journal of Veterinary Research 73(8), 1241-1251.
- Worley B, Halouska S, Powers R. Utilities for quantifying separation in PCA/PLS-DA scores plots. Analytical Biochemistry 433(2), 102-104.
- Worley B, Powers R. Multivariate analysis in metabolomics. Current metabolomics 1(1), 92-107.
- Yan B, Jiye A, Wang G, Lu H, Huang X, Liu Y, Sun J. metabolomics investigation into variation of endogenous metabolites in professional athletes subject to strength-endurance training. Journal of Applied Physiology 106(2), 531-538.
Citations
This article has been cited 6 times.- Acri G, Testagrossa B, Piccione G, Arfuso F, Giudice E, Giannetto C. Central and Peripheral Fatigue Evaluation during Physical Exercise in Athletic Horses by Means of Raman Spectroscopy.. Animals (Basel) 2023 Jul 5;13(13).
- Yang R, Wang Y, Yuan C, Shen X, Cai M, Wang L, Hu J, Song H, Wang H, Zhang L. The combined analysis of urine and blood metabolomics profiles provides an accurate prediction of the training and competitive status of Chinese professional swimmers.. Front Physiol 2023;14:1197224.
- Meng S, Zhang Y, Lv S, Zhang Z, Liu X, Jiang L. Comparison of muscle metabolomics between two Chinese horse breeds.. Front Vet Sci 2023;10:1162953.
- Opialla T, Gollasch B, Kuich PHJL, Klug L, Rahn G, Busjahn A, Spuler S, Boschmann M, Kirwan JA, Luft FC, Kempa S. Exercise blood-drop metabolic profiling links metabolism with perceived exertion.. Front Mol Biosci 2022;9:1042231.
- Main SC, Brown LP, Melvin KR, Campagna SR, Voy BH, Castro HF, Strickland LG, Hines MT, Jacobs RD, Gordon ME, Ivey JLZ. Metabolomic Profiles in Starved Light Breed Horses during the Refeeding Process.. Animals (Basel) 2022 Sep 21;12(19).
- 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.