Melbourne Veterinary School, Equine Centre, University of Melbourne, 250 Princes Hwy, Werribee, VIC, 3030, Australia.
Sci Rep. 2022 Jul 7;12(1):11528. doi: 10.1038/s41598-022-14274-y.
Fatigue life (FL) is the number of cycles of load sustained by a material before failure, and is dependent on the load magnitude. For athletes, 'cycles' translates to number of strides, with load proportional to speed. To improve previous investigations estimating workload from distance, we used speed (m/s, x) per stride collected using 5 Hz GPS/800 Hz accelerometer sensors as a proxy for limb load to investigate factors associated with FL in a Thoroughbred race start model over 25,234 race starts, using a combination of mathematical and regression modelling. Fore-limb vertical force (NKg) was estimated using a published equation: Vertical force = 2.778 + 2.1376x - 0.0535x. Joint load (σ) was estimated based on the vertical force, scaled according to the maximum speed and defined experimental loads for the expected variation in load distribution across a joint surface (54-90 MPa). Percentage FL (%FL) was estimated using a published equation for cycles to failure (N) summed across each race start: N = 10 Multivariable mixed-effects linear regression models were generated on %FL, adjusting for horse-level clustering, presented as coefficients; 95%CI. Scaled to the highest joint load, individual starts accrued a mean of 9.34%FL (sd. 1.64). Older age (coef. 0.03; 0.002-0.04), longer race-distances (non-linear power transformed), and firmer track surfaces (ref. Heavy 10: Good 3 coef. 2.37; 2.26-2.48) were associated with greater %FL, and males accrued less than females (p < 0.01). Most variables associated with %FL are reported risk factors for injury. Monitoring strides in racehorses may therefore allow identification of horses at risk, enabling early detection of injury.
疲劳寿命(FL)是材料在失效前承受的荷载循环数,取决于荷载大小。对于运动员来说,“循环”是指步幅数,而荷载与速度成正比。为了改进先前使用距离估算工作量的研究,我们使用 5 Hz GPS/800 Hz 加速度计传感器收集的每步速度(m/s,x)作为肢体负荷的代理,研究了在 25234 次赛马起跑模型中与 FL 相关的因素,使用了数学和回归建模的组合。前肢垂直力(NKg)使用已发表的方程进行估计:垂直力=2.778+2.1376x-0.0535x。关节负荷(σ)根据垂直力进行估计,根据最大速度和预期关节表面负荷分布变化进行缩放(54-90 MPa)。使用发表的失效循环(N)方程估算疲劳寿命百分比(%FL),跨每个起跑进行汇总:N=10。针对%FL 生成了多变量混合效应线性回归模型,根据马水平聚类进行了调整,结果表示为系数;95%CI。按最高关节负荷缩放,个体起跑的平均疲劳寿命百分比为 9.34%(sd. 1.64)。年龄较大(系数 0.03;0.002-0.04)、比赛距离较长(非线性功率转换)和更坚硬的赛道表面(参考 Heavy 10:Good 3 系数 2.37;2.26-2.48)与更高的%FL 相关,雄性比雌性累积的要少(p<0.01)。与%FL 相关的大多数变量都是受伤的风险因素。因此,监测赛马的步幅可能可以识别处于危险中的马匹,从而早期发现受伤。