Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, United States of America.
Department of Orthopaedics, Vanderbilt University, Nashville, TN, United States of America.
PLoS One. 2019 Jan 17;14(1):e0210000. doi: 10.1371/journal.pone.0210000. eCollection 2019.
Tibial stress fractures are a common overuse injury resulting from the accumulation of bone microdamage due to repeated loading. Researchers and wearable device developers have sought to understand or predict stress fracture risks, and other injury risks, by monitoring the ground reaction force (GRF, the force between the foot and ground), or GRF correlates (e.g., tibial shock) captured via wearable sensors. Increases in GRF metrics are typically assumed to reflect increases in loading on internal biological structures (e.g., bones). The purpose of this study was to evaluate this assumption for running by testing if increases in GRF metrics were strongly correlated with increases in tibial compression force over a range of speeds and slopes.
Ten healthy individuals performed running trials while we collected GRFs and kinematics. We assessed if commonly-used vertical GRF metrics (impact peak, loading rate, active peak, impulse) were strongly correlated with tibial load metrics (peak force, impulse).
On average, increases in GRF metrics were not strongly correlated with increases in tibial load metrics. For instance, correlating GRF impact peak and loading rate with peak tibial load resulted in r = -0.29±0.37 and r = -0.20±0.35 (inter-subject mean and standard deviation), respectively. We observed high inter-subject variability in correlations, though most coefficients were negligible, weak or moderate. Seventy-six of the 80 subject-specific correlation coefficients computed indicated that higher GRF metrics were not strongly correlated with higher tibial forces.
These results demonstrate that commonly-used GRF metrics can mislead our understanding of loading on internal structures, such as the tibia. Increases in GRF metrics should not be assumed to be an indicator of increases in tibial bone load or overuse injury risk during running. This has important implications for sports, wearable devices, and research on running-related injuries, affecting >50 scientific publications per year from 2015-2017.
胫骨应力性骨折是一种常见的过度使用损伤,由于反复负重导致骨微损伤的积累而引起。研究人员和可穿戴设备开发人员一直在通过监测地面反作用力(GRF,即脚与地面之间的力)或通过可穿戴传感器捕获的 GRF 相关指标(例如胫骨冲击)来了解或预测应力性骨折风险和其他损伤风险。通常假设 GRF 指标的增加反映了内部生物结构(例如骨骼)上的负荷增加。本研究通过测试 GRF 指标的增加是否与在一系列速度和坡度下胫骨压缩力的增加强烈相关,来评估跑步时这一假设。
十名健康个体在我们收集 GRF 和运动学数据的同时进行了跑步试验。我们评估了常用的垂直 GRF 指标(冲击峰值、加载率、主动峰值、冲量)与胫骨负荷指标(峰值力、冲量)之间是否具有很强的相关性。
平均而言,GRF 指标的增加与胫骨负荷指标的增加没有很强的相关性。例如,将 GRF 冲击峰值和加载率与胫骨峰值负荷相关联,得到 r = -0.29±0.37 和 r = -0.20±0.35(个体间平均值和标准差)。我们观察到相关系数的个体间变异性很大,尽管大多数系数是微不足道的、微弱的或中等的。计算出的 80 个个体特异性相关系数中的 76 个表明,较高的 GRF 指标与较高的胫骨力没有很强的相关性。
这些结果表明,常用的 GRF 指标可能会误导我们对内部结构(如胫骨)的负荷的理解。在跑步过程中,GRF 指标的增加不应被视为胫骨骨负荷增加或过度使用损伤风险增加的指标。这对运动、可穿戴设备和与跑步相关的损伤研究具有重要意义,2015 年至 2017 年每年有超过 50 篇科学出版物受到影响。