Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, 200093, China.
Wolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Leicestershire, LE11 3TU, UK.
Med Biol Eng Comput. 2018 Feb;56(2):221-231. doi: 10.1007/s11517-017-1682-2. Epub 2017 Jul 11.
The aim of this study was to analyze the recovery of heart rate variability (HRV) after treadmill exercise and to investigate the autonomic nervous system response after exercise. Frequency domain indices, i.e., LF(ms), HF(ms), LF(n.u.), HF(n.u.) and LF/HF, and lagged Poincaré plot width (SD1 ) and length (SD2 ) were introduced for comparison between the baseline period (Pre-E) before treadmill running and two periods after treadmill running (Post-E1 and Post-E2). The correlations between lagged Poincaré plot indices and frequency domain indices were applied to reveal the long-range correlation between linear and nonlinear indices during the recovery of HRV. The results suggested entirely attenuated autonomic nervous activity to the heart following the treadmill exercise. After the treadmill running, the sympathetic nerves achieved dominance and the parasympathetic activity was suppressed, which lasted for more than 4 min. The correlation coefficients between lagged Poincaré plot indices and spectral power indices could separate not only Pre-E and two sessions after the treadmill running, but also the two sessions in recovery periods, i.e., Post-E1 and Post-E2. Lagged Poincaré plot as an innovative nonlinear method showed a better performance over linear frequency domain analysis and conventional nonlinear Poincaré plot.
本研究旨在分析跑步机运动后心率变异性(HRV)的恢复情况,并研究运动后自主神经系统的反应。频域指标,即 LF(ms)、HF(ms)、LF(n.u.)、HF(n.u.)和 LF/HF,以及滞后 Poincaré 图宽度(SD1)和长度(SD2),用于比较跑步机跑步前的基线期(Pre-E)和跑步机跑步后的两个时期(Post-E1 和 Post-E2)。滞后 Poincaré 图指标与频域指标之间的相关性用于揭示 HRV 恢复过程中线性和非线性指标之间的长程相关性。结果表明,跑步机运动后,自主神经系统对心脏的活动完全减弱。跑步机运动后,交感神经占主导地位,副交感神经活动受到抑制,持续时间超过 4 分钟。滞后 Poincaré 图指标与频谱功率指标之间的相关系数不仅可以区分 Pre-E 和跑步机运动后的两个阶段,还可以区分恢复阶段的两个阶段,即 Post-E1 和 Post-E2。滞后 Poincaré 图作为一种创新的非线性方法,在性能上优于线性频域分析和传统的非线性 Poincaré 图。