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Photoplethysmogram intensity ratio: A potential indicator for improving the accuracy of PTT-based cuffless blood pressure estimation

机译:光体积描记图强度比:潜在的指标,以提高基于PTT的无袖血压估算的准确性

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The most commonly used method for cuffless blood pressure (BP) measurement is using pulse transit time (PTT), which is based on Moens-Korteweg (M-K) equation underlying the assumption that arterial geometries such as the arterial diameter keep unchanged. However, the arterial diameter is dynamic which varies over the cardiac cycle, and it is regulated through the contraction or relaxation of the vascular smooth muscle innervated primarily by the sympathetic nervous system. This may be one of the main reasons that impair the BP estimation accuracy. In this paper, we propose a novel indicator, the photoplethysmogram (PPG) intensity ratio (PIR), to evaluate the arterial diameter change. The deep breathing (DB) maneuver and Valsalva maneuver (VM) were performed on five healthy subjects for assessing parasympathetic and sympathetic nervous activities, respectively. Heart rate (HR), PTT, PIR and BP were measured from the simultaneously recorded electrocardiogram (ECG), PPG, and continuous BP. It was found that PIR increased significantly from inspiration to expiration during DB, whilst BP dipped correspondingly. Nevertheless, PIR changed positively with BP during VM. In addition, the spectral analysis revealed that the dominant frequency component of PIR, HR and SBP, shifted significantly from high frequency (HF) to low frequency (LF), but not obvious in that of PTT. These results demonstrated that PIR can be potentially used to evaluate the smooth muscle tone which modulates arterial BP in the LF range. The PTT-based BP measurement that take into account the PIR could therefore improve its estimation accuracy.
机译:无袖带血压(BP)的最常用测量方法是使用脉搏传播时间(PTT),该方法基于Moens-Korteweg(M-K)方程,该方程基于诸如动脉直径等动脉几何形状保持不变的假设。然而,动脉直径是动态的,随心动周期而变化,并且通过主要由交感神经系统支配的血管平滑肌的收缩或松弛来调节。这可能是影响BP估算准确性的主要原因之一。在本文中,我们提出了一种新颖的指标,光电容积描记图(PPG)强度比(PIR),以评估动脉直径的变化。对五个健康受试者进行了深呼吸(DB)动作和Valsalva动作(VM),分别评估了副交感神经和交感神经活动。从同时记录的心电图(ECG),PPG和连续BP测量心率(HR),PTT,PIR和BP。发现在吸气期间,从吸气到呼气,PIR显着增加,而BP相应地下降。但是,在VM期间,PIR与BP呈正相关。此外,频谱分析表明,PIR,HR和SBP的主频分量从高频(HF)明显转移到低频(LF),但在PTT中却不明显。这些结果表明,PIR可潜在地用于评估在LF范围内调节动脉BP的平滑肌张力。因此,考虑到PIR的基于PTT的BP测量可以提高其估计精度。

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