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Irandoust S, Whitton C, Henak C, Muir P. Tuning and validation of a virtual mechanical testing pipeline for condylar stress fracture risk assessment in Thoroughbred racehorses. ROYAL SOCIETY OPEN SCIENCE 2025; 12:241935. [PMID: 40370600 PMCID: PMC12077239 DOI: 10.1098/rsos.241935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 03/10/2025] [Accepted: 04/08/2025] [Indexed: 05/16/2025]
Abstract
Condylar stress fracture of the third metacarpal/metatarsal bone (MC3/MT3) in Thoroughbred racehorses is a common catastrophic injury, putting both the racehorse and the jockey at risk. Microdamage forms in the distal MC3 and may result in strain elevation and higher risk of stress fracture, directly and through focal osteolysis resulting from the associated damage repair by remodelling in the condylar parasagittal grooves (PSG). Standing computed tomography (sCT) is a practical screening tool for detecting fatigue-induced structural changes, but clinical interpretation remains subjective. The goal of this study was to develop and validate an sCT-based, subject-specific finite element analysis pipeline for virtual mechanical testing of the distal MC3. Twelve (n = 12) MC3 condyles with available ex vivo strain were selected. Half of the specimens were used for tuning Young's modulus in fatigue sites, and the other half were used to evaluate the validity of the pipeline in predicting PSG strain. The tuned model improved the prediction of strain and predicted higher strain in bones with PSG lysis over the untuned model, which is an essential feature for a diagnostic screening tool. The presented pipeline can assist clinicians with the interpretation of sCT-detectable structural changes and, ultimately, with the assessment of condylar fracture risk in racing Thoroughbreds.
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Affiliation(s)
- Soroush Irandoust
- Surgical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI53706, USA
- Mechanical Engineering, College of Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
| | - Chris Whitton
- Equine Centre, Melbourne Veterinary School, University of Melbourne, Werribee, Victoria3030, Australia
| | - Corinne Henak
- Mechanical Engineering, College of Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
- Biomedical Engineering, College of Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
- Orthopedics and Rehabilitation, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI53705, USA
| | - Peter Muir
- Surgical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI53706, USA
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Legg KA, Cochrane DJ, Gee EK, Rogers CW. A threshold model to determine the association between race rides and fall risk for early career (apprentice) jockeys. J Sci Med Sport 2025; 28:292-297. [PMID: 39532552 DOI: 10.1016/j.jsams.2024.10.009] [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: 05/15/2024] [Revised: 09/15/2024] [Accepted: 10/24/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVES To identify descriptors associated with success in apprentice jockeys and to determine optimum numbers of jockeys for safer race riding. DESIGN Retrospective cohort study. METHODS Incidence-rates for jockey falls and success (wins per 1,000 race-starts), time and number of races spent at different apprentice levels were calculated for 807 apprentice and professional jockeys over 19 years of Thoroughbred flat racing in New Zealand (n = 524,551 race-starts). Survival analysis was used to compare career progression for jockeys that fell and those that did not, and individual seasonal fall incidence-rates were modelled. RESULTS Apprentices had the highest fall incidence-rate in their first year of race riding (2.4, interquartile range 1.7-3.2 vs 1.1, interquartile range 1.0-1.2, p < 0.05) and a lower success incidence-rate compared to non-apprentice jockeys (71, interquartile range 67-75 vs 97 interquartile range 96-98, p < 0.05). Jockeys who fell during their apprenticeship rode in more race rides to progress towards professional status than those who did not. There was an inverse power relationship between fall incidence-rate and race rides per season for jockeys, with the inflection point at 33 rides per season. Half (48 %) of the jockeys rode fewer than 33 rides per season. CONCLUSIONS There is a surplus number of jockeys, riding at high fall risk, produced than is required by the number of race riding opportunities. Greater investment into the fitness, education and selection of a smaller cohort of dedicated apprentices, may be beneficial to reduce the risk of early career fall or injury in jockeys and requires further investigation.
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Affiliation(s)
- Kylie A Legg
- School of Veterinary Science, Massey University, New Zealand.
| | - Darryl J Cochrane
- School of Sport, Exercise and Nutrition, Massey University, New Zealand
| | - Erica K Gee
- School of Veterinary Science, Massey University, New Zealand
| | - Chris W Rogers
- School of Veterinary Science, Massey University, New Zealand; School of Agriculture and Environment, Massey University, New Zealand
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Morrice-West AV, Thomas M, Wong ASM, Flash M, Whitton RC, Hitchens PL. Linkage of jockey falls and injuries with racehorse injuries and fatalities in Thoroughbred flat racing in Victoria, Australia. Front Vet Sci 2025; 11:1481016. [PMID: 40018508 PMCID: PMC11865924 DOI: 10.3389/fvets.2024.1481016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 11/29/2024] [Indexed: 03/01/2025] Open
Abstract
Introduction Racehorse and jockey incidents on race-days frequently occur together, yet risk factors for their occurrence have historically been investigated separately. Consideration of both horses and humans in tandem is required for a One Health approach to risk reduction. Our objectives were to therefore identify modifiable risk factors for adverse outcomes that are common or conflicting to both horses and their jockeys in Thoroughbred racing. Methods Australian Single National System records for the 2004/05 to 2018/19 flat racing season were merged with the corresponding Australian Racing Incident Database records. Incidence rate ratios (IRR) with 95% confidence intervals (CI) were estimated for the outcomes of racehorse musculoskeletal injury (MSI), racehorse fatality, jockey falls and jockey injury using Poisson regression. Horse-level, race-level, jockey-level and trainer-level factors associated with each adverse outcome during or post-race were identified using multivariable logistic regression. Results The incidence of MSI was 21.21 (20.84, 21.59), racehorse fatalities 0.55 (0.50, 0.61), jockey falls was 3.01 (2.80, 3.24), and jockey injuries 1.79 (1.63, 1.97) per 1000 flat race starts. There was a decrease in racehorse MSI and jockey falls over the study period but no change in racehorse fatality or jockey injury incidence. In multivariable analysis, longer race distances and higher caliber races were associated with horse (p < 0.01), but not jockey, incidents. Firmer turf surfaces were associated with greater risk of both horse incidents and jockey falls (p < 0.05). Racehorses that were of older age at their first start, and/or had prior race-day injuries had a greater risk of injury and fatality (p < 0.001, p < 0.01, respectively). The most prominent risk factor for jockey fall or injury was a racehorse incident, although overall contributing to a relatively small proportion; 8.6% (n = 42/489) of jockey falls and 15.3% (n = 24/147) of injuries. Jockeys with fewer career starts were at greater risk of falling, and those with a higher percentage of last place finishing positions were at greater risk of injury (p < 0.001). Discussion As there were no conflicting risk factors identified between racehorse and jockey injury, policies aimed at reducing horse injury risk are also expected to benefit their riders.
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Affiliation(s)
- Ashleigh V. Morrice-West
- Equine Centre, Melbourne Veterinary School, Faculty of Science, University of Melbourne, Werribee, VIC, Australia
| | - Megan Thomas
- Equine Centre, Melbourne Veterinary School, Faculty of Science, University of Melbourne, Werribee, VIC, Australia
| | - Adelene S. M. Wong
- Equine Centre, Melbourne Veterinary School, Faculty of Science, University of Melbourne, Werribee, VIC, Australia
| | - Meredith Flash
- Melbourne Veterinary School, University of Melbourne, Parkville, VIC, Australia
| | - R. Chris Whitton
- Equine Centre, Melbourne Veterinary School, Faculty of Science, University of Melbourne, Werribee, VIC, Australia
| | - Peta L. Hitchens
- Equine Centre, Melbourne Veterinary School, Faculty of Science, University of Melbourne, Werribee, VIC, Australia
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Wang T, Zeng Y, Ma C, Meng J, Wang J, Ren W, Wang C, Yuan X, Yang X, Yao X. Plasma Non-targeted Metabolomics Analysis of Yili Horses Raced on Tracks With Different Surface Hardness. J Equine Vet Sci 2023; 121:104197. [PMID: 36572130 DOI: 10.1016/j.jevs.2022.104197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 12/17/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022]
Abstract
In this study, the plasma non-targeted metabolomics of Yili horses were characterized before and after exercise on tracks that differed in surface hardness to better understand exercise-related biochemical changes. Blood samples were obtained from eight trained Yili horses before and immediately after exercise. Samples were used for metabolomic analysis by ultra-performance liquid chromatography-Q-EXACTIVE mass spectrometry. In total, 938 significantly different metabolites involving sugar, lipid, and amino acid metabolism were detected in the plasma, with significant increases in glucose, glucoheptanoic acid, lactic acid, malic acid, and methylmalonic acid and significant decreases in creatinine, D-tryptophan, carnitine, and citric acid after exercise. Among these metabolites, acetylcarnitine, tuliposide, vitamin C, and methylmalonic acid showed regular changes in concentration after exercise on tracks that differed in surface hardness, providing new insights into equine exercise physiology. The findings indicated the potential of vitamin C and methylmalonic acid as novel biomarkers of equine locomotor injury.
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Affiliation(s)
- Tongliang Wang
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China
| | - Yaqi Zeng
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China; Xinjiang Key Laboratory of Horse Breeding and Exercise Physiology, Urumqi, Xinjinag, China; Xinjiang Agricultural University Horse Industry Research Institute, Urumqi, Xinjinag, China
| | - Chaoxin Ma
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China
| | - Jun Meng
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China; Xinjiang Key Laboratory of Horse Breeding and Exercise Physiology, Urumqi, Xinjinag, China; Xinjiang Agricultural University Horse Industry Research Institute, Urumqi, Xinjinag, China
| | - Jianwen Wang
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China; Xinjiang Key Laboratory of Horse Breeding and Exercise Physiology, Urumqi, Xinjinag, China; Xinjiang Agricultural University Horse Industry Research Institute, Urumqi, Xinjinag, China
| | - Wanlu Ren
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China
| | - Chuankun Wang
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China
| | - Xinxin Yuan
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China
| | - Xixi Yang
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China
| | - Xinkui Yao
- College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjinag, China; Xinjiang Key Laboratory of Horse Breeding and Exercise Physiology, Urumqi, Xinjinag, China; Xinjiang Agricultural University Horse Industry Research Institute, Urumqi, Xinjinag, China.
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Logan AA, Nielsen BD, Hiney KM, Robison CI, Manfredi JM, Buskirk DD, Popovich JM. The Impact of Circular Exercise Diameter on Bone and Joint Health of Juvenile Animals. Animals (Basel) 2022; 12:ani12111379. [PMID: 35681842 PMCID: PMC9179390 DOI: 10.3390/ani12111379] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 05/17/2022] [Accepted: 05/24/2022] [Indexed: 11/16/2022] Open
Abstract
Circular exercise is used in many equestrian disciplines and this study aimed to determine if circle diameter impacts juvenile animal forelimb bone and joint health. On day 0, 24 calves at 9 weeks of age were assigned the following exercise treatments: small circle (12 m clockwise), large circle (18-m clockwise), treadmill, or non-exercised control. Exercise was initiated at 1.1−1.5 m/s for 5 min/d and increased 5 min weekly until reaching 30 min/d. On day 49, synovial fluid was collected from multiple joints, cartilage was collected from the proximal surface of fused third and fourth metacarpi (MC III and IV), and forelimbs underwent computed tomography scans. A statistical analysis (PROC mixed) was performed in SAS 9.4. The inside leg of the small circle treatment had a larger MC III and IV dorsopalmar external diameter than the outside (p = 0.05). The medial proximal phalanx had a greater mediolateral diameter than the lateral proximal phalanx of the small circle treatment (p = 0.01). Fetlock nitric oxide was greater in the large circle and treadmill treatments (p < 0.0001). Cartilage glycosaminoglycan concentration was greater in the outside leg of the small circle exercise treatment than the inside leg (p = 0.03). Even at slow speeds, circular exercise diameter can impact joint and bone health, but faster speeds may have greater alterations.
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Affiliation(s)
- Alyssa A. Logan
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
- Correspondence:
| | - Brian D. Nielsen
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
| | - Kristina M. Hiney
- Department of Animal and Food Sciences, Oklahoma State University, 201J Animal Sciences, Stillwater, OK 74074, USA;
| | - Cara I. Robison
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
| | - Jane M. Manfredi
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, 784 Wilson Rd., East Lansing, MI 48824, USA;
| | - Daniel D. Buskirk
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
| | - John M. Popovich
- Center for Neuromusculoskeletal Clinical Research, Department of Osteopathic Manipulative Medicine, Michigan State University, 965 Wilson Rd., B439, East Lansing, MI 48824, USA;
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Logan AA, Nielsen BD, Robison CI, Hallock DB, Manfredi JM, Hiney KM, Buskirk DD, Popovich JM. Impact of Gait and Diameter during Circular Exercise on Front Hoof Area, Vertical Force, and Pressure in Mature Horses. Animals (Basel) 2021; 11:3581. [PMID: 34944357 PMCID: PMC8697886 DOI: 10.3390/ani11123581] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 12/14/2021] [Accepted: 12/15/2021] [Indexed: 11/21/2022] Open
Abstract
Circular exercise can be used at varying gaits and diameters to exercise horses, with repeated use anecdotally relating to increased lameness. This work sought to characterize mean area, mean vertical force, and mean pressure of the front hooves while exercising in a straight line at the walk and trot, and small (10-m diameter) and large circles (15-m diameter) at the walk, trot, and canter. Nine mature horses wore TekscanTM Hoof Sensors on their forelimbs adhered with a glue-on shoe. Statistical analysis was performed in SAS 9.4 with fixed effects of leg, gait, and exercise type (PROC GLIMMIX) and p < 0.05 as significant. For all exercise types, the walk had greater mean pressure than the trot (p < 0.01). At the walk, the straight line had greater mean area loaded than the large circle (p = 0.01), and both circle sizes had lower mean vertical force than the straight line (p = 0.003). During circular exercise at the canter, the outside front limb had greater mean area loaded than at the walk and trot (p = 0.001). This study found that gait is an important factor when evaluating circular exercise and should be considered when exercising horses to prevent injury.
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Affiliation(s)
- Alyssa A. Logan
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
| | - Brian D. Nielsen
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
| | - Cara I. Robison
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
| | | | - Jane M. Manfredi
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, 784 Wilson, Rd., East Lansing, MI 48824, USA;
| | - Kristina M. Hiney
- Department of Animal and Food Sciences, Oklahoma State University, 201J Animal Sciences, Stillwater, OK 74074, USA;
| | - Daniel D. Buskirk
- Department of Animal Science, Michigan State University, 474 S. Shaw Ln., East Lansing, MI 48824, USA; (B.D.N.); (C.I.R.); (D.D.B.)
| | - John M. Popovich
- Department of Osteopathic Surgical Specialties, Michigan State University, 909 Fee Rd., B405, East Lansing, MI 48824, USA;
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Mizobe F, Takahashi Y, Kusano K. Risk factors for jockey falls in Japanese Thoroughbred jump racing. J Equine Vet Sci 2021; 109:103822. [PMID: 34808328 DOI: 10.1016/j.jevs.2021.103822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 11/03/2021] [Accepted: 11/03/2021] [Indexed: 11/29/2022]
Abstract
Jockey safety is an important subject from a welfare perspective and public perception. This is the first retrospective case-control study that aims to identify risk factors associated with jockey falls (JF) in Thoroughbred jump races held by the Japan Racing Association (JRA). JF in 17,459 maiden-class race starts at eight racecourses from 2003 to 2017 were retrospectively reviewed. Data were extracted from a database and official accident reports maintained by the JRA. Thirteen possible risk factors were evaluated using multivariable logistic regression to identify those that were significantly associated with JF. A total of 724 JF were recorded, with an incidence rate of 41.5 falls per 1,000 starts (95% CI: 38.6-44.5). Final model included stable, horse age, year, season, course, horse sex, horse experience, and jockey experience. No two-way interactions were observed. Six risk factors were significantly associated with JF: Year (2003-2007 or 2008-2012 > 2013-2017; P = .0011), season (spring, autumn, or winter > summer; P = .0006), course type (dual direction > single direction; P < .0001), horse sex (female > male or gelding; P = .0003), horse experience (inexperienced horse > experienced horse; P < .0001) and jockey experience (apprentice jockey > experienced jockey; P = .0332) significantly affected the odds of JF. In agreement with overseas reports, our results suggest that the occurrence of JF is multifactorial and associated with jockey- and horse-related factors as well as environmental factors. To safeguard the welfare of jockeys, implementation of measures according to identified risk factors is recommended.
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Affiliation(s)
- Fumiaki Mizobe
- Racehorse Hospital, Miho Training Center, Japan Racing Association, Ibaraki, Japan.
| | - Yuji Takahashi
- Equine Research Institute, Japan Racing Association, Shimotsuke, Tochigi, Japan
| | - Kanichi Kusano
- Equine Department, Japan Racing Association, Tokyo, Japan
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