Department of Mechanical Engineering, University of Maryland, College Park, MD, USA.
School of Mechanical Engineering, Chonnam National University, Gwangju, Korea.
Sci Rep. 2019 Jul 23;9(1):10666. doi: 10.1038/s41598-019-46936-9.
The goal of this study was to investigate the potential of wearable limb ballistocardiography (BCG) to enable cuff-less blood pressure (BP) monitoring, by investigating the association between wearable limb BCG-based pulse transit time (PTT) and BP. A wearable BCG-based PTT was calculated using the BCG and photoplethysmogram (PPG) signals acquired by a wristband as proximal and distal timing reference (called the wrist PTT). Its efficacy as surrogate of BP was examined in comparison with PTT calculated using the whole-body BCG acquired by a customized weighing scale (scale PTT) as well as pulse arrival time (PAT) using the experimental data collected from 22 young healthy participants under multiple BP-perturbing interventions. The wrist PTT exhibited close association with both diastolic (group average r = 0.79; mean absolute error (MAE) = 5.1 mmHg) and systolic (group average r = 0.81; MAE = 7.6 mmHg) BP. The efficacy of the wrist PTT was superior to scale PTT and PAT for both diastolic and systolic BP. The association was consistent and robust against diverse BP-perturbing interventions. The wrist PTT showed superior association with BP when calculated with green PPG rather than infrared PPG. In sum, wearable limb BCG has the potential to realize convenient cuff-less BP monitoring via PTT.
本研究旨在通过探讨可穿戴肢体球囊搏动描记法(BCG)脉搏传输时间(PTT)与血压之间的关系,研究可穿戴肢体 BCG 用于无袖带血压(BP)监测的潜力。使用腕带采集的 BCG 和光体积描记图(PPG)信号作为近端和远端计时参考(称为腕部 PTT),计算基于可穿戴 BCG 的 PTT。将其作为 BP 替代指标的有效性与使用定制称重秤采集的全身 BCG 计算的 PTT(称为刻度 PTT)以及使用 22 名年轻健康参与者在多种血压干扰干预下收集的实验数据计算的脉搏到达时间(PAT)进行了比较。腕部 PTT 与舒张期(组平均 r=0.79;平均绝对误差(MAE)=5.1mmHg)和收缩期(组平均 r=0.81;MAE=7.6mmHg)BP 均具有密切关联。腕部 PTT 在舒张期和收缩期 BP 方面的效果优于刻度 PTT 和 PAT。这种关联在各种血压干扰干预下是一致且稳健的。与使用红外 PPG 相比,当使用绿 PPG 计算时,腕部 PTT 与 BP 的关联更紧密。总之,可穿戴肢体 BCG 具有通过 PTT 实现便捷无袖带 BP 监测的潜力。