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通过小波分析评估瞬态现象:运动后的早期恢复。

Evaluating transient phenomena by wavelet analysis: early recovery to exercise.

机构信息

Institute of Physiology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia.

出版信息

Am J Physiol Heart Circ Physiol. 2024 Jan 1;326(1):H96-H102. doi: 10.1152/ajpheart.00558.2023. Epub 2023 Nov 3.

Abstract

Wavelet analysis (WA) provides superior time-frequency decomposition of complex signals than conventional spectral analysis tools. To illustrate its usefulness in assessing transient phenomena, we applied a custom-developed WA algorithm to laser-Doppler (LD) signals of the cutaneous microcirculation measured at glabrous (finger pulp) and nonglabrous (forearm) sites during early recovery after dynamic exercise. This phase, importantly contributing to the establishment of thermal homeostasis after exercise cessation, has not been adequately explored because of its complex, transient form. Using WA, we decomposed the LD signals measured during the baseline and early recovery into power spectra of characteristic frequency intervals corresponding to endothelial nitric oxide (NO)-dependent, neurogenic, myogenic, respiratory, and cardiac physiological influence. Assessment of relative power (RP), defined as the ratio between the median power in the frequency interval and the median power of the total spectrum, revealed that endothelial NO-dependent (5.87 early recovery; 1.53 baseline; = 0.005; Wilcoxon signed-rank test) and respiratory (0.71 early recovery; 0.40 baseline; = 0.001) components were significantly increased, and myogenic component (1.35 early recovery; 1.83 baseline; = 0.02) significantly decreased during early recovery in the finger pulp. In the forearm, only the RP of the endothelial NO-dependent (1.90 early recovery; 0.94 baseline; = 0.009) component was significantly increased. WA presents an irreplaceable tool for the assessment of transient phenomena. The relative contribution of the physiological mechanisms controlling the microcirculatory response in the early recovery phase appears to differ in glabrous and nonglabrous skin when compared with baseline; moreover, the endothelial NO-dependent influence seems to play an important role. We address the applicability of wavelet analysis (WA) in evaluating transient phenomena on a model of early recovery to exercise, which is the only exercise-associated phase characterized by a distinct transient shape and as such cannot be assessed using conventional tools. Our WA-based algorithm provided a reliable spectral decomposition of laser-Doppler (LD) signals in early recovery, enabling us to speculate roughly on the mechanisms involved in the regulation of skin microcirculation in this phase.

摘要

小波分析(WA)比传统的光谱分析工具更能提供复杂信号的时频分解。为了说明其在评估瞬态现象中的有用性,我们将自定义开发的 WA 算法应用于激光多普勒(LD)信号,这些信号是在动态运动后早期恢复期间测量的无毛(手指垫)和有毛(前臂)部位的皮肤微循环。这个阶段对运动停止后热平衡的建立非常重要,但由于其复杂的瞬态形式,尚未得到充分探索。使用 WA,我们将 LD 信号在基线和早期恢复期间分解为特征频率间隔的功率谱,这些间隔对应于内皮一氧化氮(NO)依赖性、神经源性、肌源性、呼吸和心脏生理影响。相对功率(RP)的评估定义为频率间隔中的中值功率与总谱的中值功率之比,结果表明,内皮 NO 依赖性(5.87 早期恢复;1.53 基线; = 0.005;Wilcoxon 符号秩检验)和呼吸(0.71 早期恢复;0.40 基线; = 0.001)成分在手指垫的早期恢复期间显著增加,而肌源性成分(1.35 早期恢复;1.83 基线; = 0.02)则显著降低。在前臂中,只有内皮 NO 依赖性(1.90 早期恢复;0.94 基线; = 0.009)成分的 RP 显著增加。WA 是评估瞬态现象的不可或缺的工具。在早期恢复阶段,控制微循环反应的生理机制的相对贡献似乎与基线相比在无毛和有毛皮肤中有所不同;此外,内皮 NO 依赖性影响似乎起着重要作用。我们在运动后早期恢复的模型中评估了 WA 在评估瞬态现象中的适用性,这是唯一具有明显瞬态形状的运动相关阶段,因此不能使用传统工具进行评估。我们基于 WA 的算法为早期恢复期间的激光多普勒(LD)信号提供了可靠的光谱分解,使我们能够大致推测出该阶段皮肤微循环调节中涉及的机制。

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本文引用的文献

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Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations.
Front Physiol. 2023 Jan 20;13:1076445. doi: 10.3389/fphys.2022.1076445. eCollection 2022.
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