Analysis of parameters derived from peripheral arterial tonometry and digital thermal monitoring signals for assessing endothelial dysfunction

H. Maduwantha, I. Karunathilake, S. Jayasinghe, A. C. De Silva
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引用次数: 3

Abstract

Endothelial dysfunction is a well-known indication of the early stages of cardio vascular diseases. Non-invasive methods have grown with popularity in determining the endothelial health as it can be safely applied on people to obtain repeated measurements of vascular function overtime. This study presents a combined non-invasive endothelial function assessment method which acquires a Peripheral Arterial Tonometry (PAT) signal and a Digital Thermal Monitoring (DTM) signal from the fingertip. The endothelium was stimulated to induce reactive hyperemia by occluding the upper arm using a blood pressure cuff. The test was carried out on 11 diabetes and 21 non-diabetes participants and the acquired signals were pre-processed and subjected to parameter calculation. A one-way ANOVA carried out on the collected multivariate data set shows that the Reflection Index, TEMP-AUC, TMP-fall and Rise/fall parameters are significant in differentiating the non-diabetes from diabetes participants. A MANOVA carried out with the 4 significant parameters identified in ANOVA indicates that, when the parameters are considered together, it has a significant effect in differentiating diabetes participants from the non-diabetes participants. It suggests that with an extensive data collection, the system can be trained to a level which could assess the level of endothelial health thus could be used as a screening system for determining the likelihood of having vascular diseases.
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外周动脉血压计和数字热监测信号参数分析评估内皮功能障碍
内皮功能障碍是众所周知的早期心血管疾病的指征。非侵入性方法在确定内皮健康方面越来越受欢迎,因为它可以安全地应用于人,以获得血管功能的重复测量。本研究提出了一种结合无创内皮功能评估方法,该方法从指尖获取外周动脉压测(PAT)信号和数字热监测(DTM)信号。利用血压袖带阻塞上臂,刺激内皮细胞诱导反应性充血。对11名糖尿病参与者和21名非糖尿病参与者进行测试,对采集到的信号进行预处理并进行参数计算。对所收集的多变量数据集进行的单因素方差分析显示,反射指数、温度- auc、温度-下降和上升/下降参数在区分非糖尿病和糖尿病参与者方面具有重要意义。对方差分析中确定的4个显著参数进行方差分析表明,当这些参数一起考虑时,它在区分糖尿病参与者和非糖尿病参与者方面具有显著作用。这表明,通过广泛的数据收集,该系统可以训练到可以评估内皮健康水平的水平,从而可以用作确定患血管疾病可能性的筛选系统。
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