Department of Sports Medical Sciences, Shinshu University Graduate School of Medicine, Asahi, Matsumoto, Japan.
Med Sci Sports Exerc. 2009 Dec;41(12):2213-9. doi: 10.1249/MSS.0b013e3181a9c452.
To examine whether the biased estimation of oxygen consumption rate (VO2, mL x kg(-1) x min(-1)) by accelerometry during incline walking can be improved by the addition of altitude changes as measured by barometry.
We measured VO2 by respiratory gas analysis and vector magnitude (VM, G) from triaxial accelerations in 42 healthy people (mean +/- SD age = 63 +/- 7 yr) during graded walking on a treadmill while the incline was varied from -15% to +15%. They walked at subjectively slow, moderate, and fast speeds on level and uphill inclines and, in addition to these, at their fastest speed at 0% incline. They then walked at approximately 3, 4, and 5 km x h(-1) on downhill inclines for 3 min each. We determined a regression equation to estimate VO2 from VM and theoretical vertical upward (Hu, m x min(-1)) and downward speeds (Hd, m x min(-1)) for the last 1 min of each trial. To validate the precision of the equation, we measured VM and altitude changes with a portable device equipped with a triaxial accelerometer and a barometer in 11 of the 42 subjects walking on an outdoor hill and compared the estimated VO2 with the value simultaneously measured by respiratory gas analysis.
VO2 above resting was estimated from VO2 = 0.044 VM + 1.365 Hu + 0.553 Hd (r = 0.93, P < 0.001) and the estimated V O2(y) was almost identical to the measured VO2(x) (y = 0.97x, r = 0.88, P < 0.001) with a mean difference of -0.20 +/- 3.47 (mean +/- SD) by Bland-Altman analysis in the range of 2.0-33.0 mL x kg(-1) x min(-1).
VO2 during walking on various inclines can be precisely estimated by using the device equipped with a triaxial accelerometer and a barometer.
研究通过气压计测量的海拔变化是否可以改善倾斜步行时加速度计对耗氧量(VO2,mL x kg(-1) x min(-1))的有偏估计。
我们使用呼吸气体分析和三轴加速度的矢量幅度(VM,G)在 42 名健康人(平均年龄 +/- SD 为 63 +/- 7 岁)在跑步机上进行分级行走时测量 VO2,坡度从 -15% 变化到 +15%。他们在水平和上坡时以主观上的慢、中、快速度行走,除了这些,还以最快速度在 0%坡度下行走。然后,他们以大约 3、4 和 5 km x h(-1) 的速度在 3 分钟内下坡行走。我们确定了一个回归方程,以根据最后 1 分钟的 VM 以及理论垂直向上(Hu,m x min(-1)) 和向下速度(Hd,m x min(-1)) 来估计 VO2。为了验证该方程的精度,我们在 42 名受试者中的 11 名在户外山上行走时使用配备三轴加速度计和气压计的便携式设备测量 VM 和海拔变化,并将估计的 VO2 与呼吸气体分析同时测量的值进行比较。
VO2 高于静息状态,由 VO2 = 0.044 VM + 1.365 Hu + 0.553 Hd(r = 0.93,P < 0.001)估计,并且估计的 VO2(y)与测量的 VO2(x)几乎相同(y = 0.97x,r = 0.88,P < 0.001),Bland-Altman 分析的平均差值为 -0.20 +/- 3.47(平均值 +/- SD),范围为 2.0-33.0 mL x kg(-1) x min(-1)。
通过使用配备三轴加速度计和气压计的设备,可以精确估计各种坡度下行走时的 VO2。