Assessment of Arterial Reflection Markers using an A-Mode Ultrasound Device

Rahul Manoj, V. R. Kiran, P. Nabeel, M. Sivaprakasam, J. Joseph
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Abstract

Reflections of arterial blood pulse waves have a pivotal role in the equilibrium of the vasculature. Elevated levels of wave reflections cause an increase in pulse pressure and pulse propagating speeds, exacerbating cardiovascular risk. Quantification of reflection markers is either based on augmentation index or reflection magnitude (RM) and reflection index (RI), both derived from wave separation analysis (WSA). Simultaneous measurement of pressure and flow velocity from the same arterial site is a requirement for WSA and has its practical challenges. Subsequently, simplified WSA based on modelling flow is proposed. This work explores the feasibility of using multi-Gaussian decomposition (MGD) of diameter scaled pressure waveform to perform a WSA and quantify the reflection markers. The diameter waveforms are obtained using an A-mode ultrasound device (ARTSENS®). The decomposed pressure signals scaled from diameter waveforms (or Gaussians) are uniquely combined to yield a forward and backward wave. The reflection markers derived from MGD based WSA are then compared with the clinically relevant stiffness markers and with age. The study was conducted on 110 healthy subjects (60 males and 50 females). A moderately significant correlation $(\mathrm{r} > 0.51,\mathrm{p} < 0.001)$ was obtained for RM and RI when compared with stiffness markers ($\beta$, Ep, AC, PWV and AIx). The highest correlation was observed for RM versus Ep $(\mathrm{r}= 0.602,\ \mathrm{p} < 0.001)$, followed by $\beta$ and PWV. The correlation in reflection markers with age was captured with $\mathrm{r}=0.51, \mathrm{p} < 0.001$. A change of 25.2% and 15.4% were observed for the group average RM and RI, respectively, among normotensive and hypertensive subjects in this cohort. The proposed MGD model has the potential to explore the central arterial biomechanics from a diameter or pressure waveform. The variations in reflection markers with stiffness and age derived using the proposed WSA approach were faithfully captured. The flow-independent WSA, combined with a field-deployable measurement device like ARTSENS®, has the potential to conduct large scale vascular screenings in a resource-limited setting.
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使用a型超声设备评估动脉反射标志物
动脉血脉冲波的反射对血管系统的平衡起着关键作用。波反射水平升高会导致脉压和脉冲传播速度增加,从而加剧心血管疾病的风险。反射标记物的量化要么基于增强指数,要么基于反射幅度(RM)和反射指数(RI),它们都是由波分离分析(WSA)得出的。同时测量来自同一动脉部位的压力和流速是WSA的要求,并且具有实际的挑战。随后,提出了基于建模流程的简化WSA。本研究探索了利用多高斯分解(MGD)对直径缩放压力波形进行WSA并量化反射标记的可行性。直径波形使用a型超声设备(ARTSENS®)获得。从直径波形(或高斯波形)中缩放的分解压力信号被唯一地组合以产生正向和反向波。然后将基于MGD的WSA得出的反射标记物与临床相关的僵硬标记物和年龄进行比较。该研究对110名健康受试者(60名男性和50名女性)进行了研究。与刚度指标($\beta$、Ep、AC、PWV和AIx)相比,RM和RI具有中等显著的相关性$(\ mathm {r} > 0.51,\ mathm {p} < 0.001)$。RM与Ep $(\ mathm {r}= 0.602,\ \ mathm {p} < 0.001)$的相关性最高,其次是$\beta$和PWV。反射标记物与年龄的相关性为$\ mathm {r}=0.51, \ mathm {p} < 0.001$。在该队列中,正常血压组和高血压组的平均RM和RI分别变化了25.2%和15.4%。提出的MGD模型具有从直径或压力波形探索中央动脉生物力学的潜力。使用所提出的WSA方法获得的反射标记物随刚度和年龄的变化被忠实地捕获。与流量无关的WSA与现场可部署的测量设备(如ARTSENS®)相结合,具有在资源有限的环境中进行大规模血管筛查的潜力。
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