Alian Aymen, Shelley Kirk, Wu Hau-Tieng
Department of Anesthesiology, Yale University, New Haven, CT, 06510, USA.
Department of Mathematics and Department of Statistical Science, Duke University, 140 Science Drive, Durham, NC, 27705, USA.
J Clin Monit Comput. 2023 Feb;37(1):127-137. doi: 10.1007/s10877-022-00866-6. Epub 2022 Jul 27.
The photoplethysmographic (PPG) waveform contains hemodynamic information in its oscillations. We provide a new method for quantitative study of the waveform morphology and its relationship to the hemodynamics. A data adaptive modeling of the waveform shape is used to describe the PPG waveforms recorded from ear and finger. Several indices, based on the phase and amplitude information of different harmonics, are proposed to describe the PPG morphology. The proposed approach is illustrated by analyzing PPG waveforms recorded during a lower body negative pressure (LBNP) experiment. Different phase and amplitude dynamics are observed during the LBNP experiment. Specifically, we observe that the phase difference between the high order harmonics and fundamental components change more significantly when the PPG signal is recorded from the ear than the finger at the beginning of the study. In contrast, the finger PPG amplitude changes more when compared to the ear PPG during the recovery period. A more complete harmonic analysis of the PPG appears to provide new hemodynamic information when used during a LBNP experiment. We encourage other investigators who possess modulated clinical waveform data (e.g. PPG, arterial pressure, respiratory, and autonomic) to re-examine their data, using phase information and higher harmonics as a potential source of new insights into underlying physiologic mechanisms.
光电容积脉搏波描记图(PPG)波形在其振荡中包含血流动力学信息。我们提供了一种用于定量研究波形形态及其与血流动力学关系的新方法。对波形形状进行数据自适应建模,以描述从耳朵和手指记录的PPG波形。基于不同谐波的相位和幅度信息,提出了几个指标来描述PPG形态。通过分析下体负压(LBNP)实验期间记录的PPG波形来说明所提出的方法。在LBNP实验期间观察到不同的相位和幅度动态变化。具体而言,我们观察到在研究开始时,当从耳朵记录PPG信号时,高阶谐波与基波分量之间的相位差变化比从手指记录时更显著。相比之下,在恢复期,手指PPG幅度的变化比耳朵PPG更大。对PPG进行更完整的谐波分析似乎在LBNP实验期间使用时能提供新的血流动力学信息。我们鼓励其他拥有调制临床波形数据(如PPG、动脉压、呼吸和自主神经数据)的研究人员重新审视他们的数据,将相位信息和更高谐波作为深入了解潜在生理机制的新见解的潜在来源。