Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA.
Department of Epidemiology and Biostatistics, School of Public Health-Bloomington, Indiana University, Bloomington, IN.
Med Sci Sports Exerc. 2022 Oct 1;54(10):1782-1793. doi: 10.1249/MSS.0000000000002966. Epub 2022 Jun 24.
Efforts to study performance fatigability have been limited because of measurement constrains. Accelerometry and advanced statistical methods may enable us to quantify performance fatigability more granularly via objective detection of performance decline. Thus, we developed the Pittsburgh Performance Fatigability Index (PPFI) using triaxial raw accelerations from wrist-worn accelerometer from two in-laboratory 400-m walks.
Sixty-three older adults from our cross-sectional study (mean age, 78 yr; 56% women; 88% White) completed fast-paced ( n = 59) and/or usual-paced 400-m walks ( n = 56) with valid accelerometer data. Participants wore ActiGraph GT3X+ accelerometers (The ActiGraph LLC, Pensacola, FL) on nondominant wrist during the walking task. Triaxial raw accelerations from accelerometers were used to compute PPFI, which quantifies percentage of area under the observed gait cadence-versus-time trajectory during a 400-m walk to a hypothetical area that would be produced if the participant sustained maximal cadence throughout the entire walk.
Higher PPFI scores (higher score = greater fatigability) correlated with worse physical function, slower chair stands speed and gait speed, worse cardiorespiratory fitness and mobility, and lower leg peak power (| ρ | = 0.36-0.61 from fast-paced and | ρ | = 0.28-0.67 from usual-paced walks, all P < 0.05). PPFI scores from both walks remained associated with chair stands speed, gait speed, fitness, and mobility, after adjustment for sex, age, race, weight, height, and smoking status; PPFI scores from the fast-paced walk were associated with leg peak power.
Our findings revealed that the objective PPFI is a sensitive measure of performance fatigability for older adults and can serve as a risk assessment tool or outcome measure in future studies and clinical practice.
由于测量限制,研究表现疲劳的努力一直受到限制。加速度计和先进的统计方法可以通过客观检测表现下降,更精细地量化表现疲劳。因此,我们使用手腕佩戴的三轴原始加速度计从两项实验室 400 米步行中开发了匹兹堡表现疲劳指数(PPFI)。
我们的横断面研究中共有 63 名老年人(平均年龄 78 岁;56%为女性;88%为白人)完成了快速(n=59)和/或通常速度(n=56)的 400 米步行,并有有效的加速度计数据。参与者在行走任务期间将 ActiGraph GT3X+ 加速度计(The ActiGraph LLC,彭萨科拉,FL)佩戴在非优势手腕上。加速度计的三轴原始加速度用于计算 PPFI,该指数量化了在 400 米步行过程中观察到的步态节奏与时间轨迹下的面积百分比与如果参与者在整个步行过程中保持最大节奏会产生的假设面积之间的百分比。
较高的 PPFI 分数(更高的分数=更高的疲劳性)与较差的身体功能、较慢的椅子站立速度和步态速度、较差的心肺健康和移动能力以及较低的腿部峰值功率相关(| ρ | = 0.36-0.61 来自快速和 | ρ | = 0.28-0.67 来自通常的步行,所有 P < 0.05)。在调整性别、年龄、种族、体重、身高和吸烟状况后,来自两种步行的 PPFI 分数仍与椅子站立速度、步态速度、健康和移动能力相关;来自快速步行的 PPFI 分数与腿部峰值功率相关。
我们的研究结果表明,客观的 PPFI 是老年人表现疲劳的敏感衡量标准,可作为未来研究和临床实践中的风险评估工具或结果衡量标准。