模拟低血容量下面部血流灌注的光容积脉搏波成像评估。

IF 2.7 4区 医学 Q3 BIOPHYSICS
Stefan Borik, Marguerite L Gilmore, Antonio Gonzalez-Fiol, James W Biondi, Hau-Tieng Wu, Kirk H Shelley, Aymen Awad Alian
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引用次数: 0

摘要

目的:本研究评估自动面部追踪的光容积脉搏波成像(PPGI)在检测下体负压(LBNP)引起的血流动力学和自主神经变化方面的潜力。目的是评估ppgi衍生的面部灌注变化是否与脑卒中容量(SV)、全身血管阻力(SVR)、心率变异性(HRV)和进行性低血容量的自主神经反应有关。方法:24名健康成年人(8名女性,16名男性;年龄28.7±3.5岁)接受了七期LBNP方案(-15 ~ -60 mmHg,恢复)。使用交叉极化PPGI记录面部灌注,同时记录SV、SVR、心率(HR)和平均动脉压(MAP)。使用面部地标跟踪(MediaPipe)提取区域特异性的PPGI信号。主要结果:在-60 mmHg时,lbnp不耐受组SV下降25.2% (p < 0.0001), SVR增加19% (p = 0.041)。在-30 mmHg恢复时,SV仍然降低了21% (p < 0.001), SVR升高了30.1% (p = 0.002)。相比之下,耐受组在这两个阶段的SV分别增加了12%和18% (p < 0.0001), HR降低了5% (p < 0.05), SVR呈下降趋势。HRV分析显示,不耐受组交感神经激活增强,HF功率降低(p = 0.037), LF/HF比值增加(-60 mmHg时为3.5,p = 0.020)。在不耐受组中,第一谐波PPGI振幅显著下降,最明显的是在脸颊(-44.2%,p = 0.005)。意义:这些发现表明,PPGI与基于人工智能的面部跟踪和小波分析相结合,可以实现对血管和自主神经反应的无创、空间分辨监测。PPGI可区分耐受组和不耐受组,支持其在重症监护和急诊环境中实时心血管评估的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Photoplethysmography imaging to assess facial perfusion under simulated hypovolemia.

Objective: This study evaluates the potential of photoplethysmography imaging (PPGI) with automated facial tracking for detecting hemodynamic and autonomic changes induced by lower-body negative pressure (LBNP). The goal is to assess whether PPGI-derived facial perfusion variations are related with stroke volume (SV), systemic vascular resistance (SVR), heart rate variability (HRV), and autonomic responses to progressive hypovolemia. Approach: Twenty-four healthy adults (8 females, 16 males; aged 28.7 ± 3.5 years) underwent a seven-stage LBNP protocol (-15 to -60 mmHg, recovery). Facial perfusion was recorded using cross-polarized PPGI, along with SV, SVR, heart rate (HR), and mean arterial pressure (MAP). Facial landmark tracking (MediaPipe) was used to extract region-specific PPGI signals. Wavelet synchrosqueezing transform enabled spectral analysis, and HRV was assessed with NeuroKit2. Main Results: At -60 mmHg, the LBNP-intolerant group showed a 25.2% decrease in SV (p < 0.0001) and a 19% increase in SVR (p = 0.041). At -30 mmHg recovery, SV remained reduced by 21% (p < 0.001), with SVR elevated by 30.1% (p = 0.002). In contrast, the tolerant group exhibited SV increases of 12% and 18% at these stages (both p < 0.0001), and a HR reduction of up to 5% (p < 0.05), with a decreasing SVR trend. HRV analysis indicated greater sympathetic activation in the intolerant group, with reduced HF power (p = 0.037) and increased LF/HF ratio (3.5 at -60 mmHg, p = 0.020). First harmonic PPGI amplitudes significantly declined in the intolerant group, most notably in the cheeks (-44.2%, p = 0.005). Significance: These findings suggests that PPGI, combined with AI-based face tracking and wavelet analysis, enables non-invasive, spatially resolved monitoring of vascular and autonomic responses. PPGI differentiates tolerant and intolerant groups, supporting its potential for real-time cardiovascular assessment in critical care and emergency settings.

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来源期刊
Physiological measurement
Physiological measurement 生物-工程:生物医学
CiteScore
5.50
自引率
9.40%
发文量
124
审稿时长
3 months
期刊介绍: Physiological Measurement publishes papers about the quantitative assessment and visualization of physiological function in clinical research and practice, with an emphasis on the development of new methods of measurement and their validation. Papers are published on topics including: applied physiology in illness and health electrical bioimpedance, optical and acoustic measurement techniques advanced methods of time series and other data analysis biomedical and clinical engineering in-patient and ambulatory monitoring point-of-care technologies novel clinical measurements of cardiovascular, neurological, and musculoskeletal systems. measurements in molecular, cellular and organ physiology and electrophysiology physiological modeling and simulation novel biomedical sensors, instruments, devices and systems measurement standards and guidelines.
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