Ovadia-Blechman Zehava, Hauptman Yermiyahu, Rabin Neta, Wiezman Gal, Hoffer Oshrit, Gertz S David, Gavish Benjamin, Gavish Lilach
School of Medical Engineering, Afeka Tel-Aviv Academic College of Engineering, Tel Aviv, Israel.
ACLP-The Center for Language Processing, Afeka Tel-Aviv Academic College of Engineering, Tel Aviv, Israel.
Front Physiol. 2023 Sep 25;14:1175470. doi: 10.3389/fphys.2023.1175470. eCollection 2023.
Advanced analysis of the morphological features of the photoplethysmographic (PPG) waveform may provide greater understanding of mechanisms of action of photobiomodulation (PBM). Photobiomodulation is a non-ionizing, red to near-infrared irradiation shown to induce peripheral vasodilatation, promote wound healing, and reduce pain. Using laser Doppler flowmetry combined with thermal imaging we found previously in a clinical study that PBM stimulates microcirculatory blood flow and that baseline palm skin temperature determines, at least in part, why some individuals respond favorably to PBM while others do not. "Responders" (n = 12) had a skin temperature range of 33°C-37.5°C, while "non-responders" (n = 8) had "cold" or "hot" skin temperature (<33°C or >37.5°C respectively). The continuous PPG signals recorded from the index fingers of both hands in the original clinical study were subjected to advanced post-acquisitional analysis in the current study, aiming to identify morphological features that may improve the accuracy of discrimination between potential responders and non-responders to PBM. The PPG signals were detrended by subtracting the lower envelope from the raw signal. The Root Mean Square (RMS) and Entropy features were extracted as were two additional morphological features -- Smoothness and number of local extrema per PPG beat (#Extrema). These describe the signal jaggedness and were developed specifically for this study. The Wilcoxon test was used for paired comparisons. Correlations were determined by the Spearman correlation test (r). The PPG waveforms of responders to PBM had increased amplitude and decreased jaggedness (Baseline vs. 10' post-irradiation: Entropy, 5.0 ± 1.3 vs. 3.9 ± 1.1, = 0.012; #Extrema, 4.0 ± 1.1 vs. 3.0 ± 1.6, = 0.009; RMS, 1.6 ± 0.9 vs. 2.3 ± 1.2, = 0.004; Smoothness, 0.10 ± 0.05 vs. 0.19 ± 0.16, = 0.016). In addition, unilateral irradiation resulted in a bilateral response, although the response of the contralateral, non-irradiated hand was shorter in duration and lower in magnitude. Although subjects with 'cold,' or 'hot,' baseline skin temperature appeared to have morphologically distinct PPG waveforms, representing vasoconstriction and vasodilatation, these were not affected by PBM irradiation. This pilot study indicates that post-acquisitional analysis of morphological features of the PPG waveform provides new measures for the exploration of microcirculation responsiveness to PBM.
对光电容积脉搏波描记图(PPG)波形的形态特征进行深入分析,可能有助于更深入地了解光生物调节(PBM)的作用机制。光生物调节是一种非电离的、从红色到近红外的辐射,已被证明可诱导外周血管扩张、促进伤口愈合并减轻疼痛。我们之前在一项临床研究中使用激光多普勒血流仪结合热成像发现,PBM可刺激微循环血流,并且基线手掌皮肤温度至少在一定程度上决定了为什么有些人对PBM反应良好而另一些人则不然。“反应者”(n = 12)的皮肤温度范围为33°C - 37.5°C,而“无反应者”(n = 8)的皮肤温度为“冷”或“热”(分别<33°C或>37.5°C)。在当前研究中,对原始临床研究中从双手食指记录的连续PPG信号进行了深入的采集后分析,旨在识别可能提高区分PBM潜在反应者和无反应者准确性的形态特征。通过从原始信号中减去下包络对PPG信号进行去趋势处理。提取了均方根(RMS)和熵特征以及另外两个形态特征——平滑度和每个PPG搏动的局部极值数量(#Extrema)。这些特征描述了信号的锯齿状程度,是专门为该研究开发的。使用Wilcoxon检验进行配对比较。通过Spearman相关检验(r)确定相关性。PBM反应者的PPG波形振幅增加且锯齿状程度降低(基线与照射后10分钟:熵,5.0±1.3对3.9±1.1,P = 0.012;#Extrema,4.0±1.1对3.0±1.6,P = 0.009;RMS,1.6±0.9对2.3±1.2,P = 0.004;平滑度,0.10±0.05对0.19±0.16,P = 0.016)。此外,单侧照射导致双侧反应,尽管对侧未照射手的反应持续时间较短且幅度较小。尽管基线皮肤温度为“冷”或“热”的受试者似乎具有形态上不同的PPG波形,分别代表血管收缩和血管扩张,但这些不受PBM照射的影响。这项初步研究表明,对PPG波形形态特征的采集后分析为探索微循环对PBM的反应性提供了新的测量方法。