Jang Geuk Young, Chung Chi Ryang, Ko Ryoung Eun, Lee Jin Young, Oh Tong In, Suh Gee Young, Kim Yongmin, Woo Eung Je
Department of Biomedical Engineering, College of Medicine, Kyung Hee University, 23 Kyungheedae-ro, Dongdaemun-gu, Seoul, 02447, Republic of Korea.
Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
Ann Biomed Eng. 2023 Feb;51(2):394-409. doi: 10.1007/s10439-022-03040-w. Epub 2022 Aug 12.
Continuous monitoring of both hemodynamic and respiratory parameters would be beneficial to patients, e.g., those in intensive care unit. The objective of this exploratory animal study was to test the feasibility of simultaneous measurements of relative tidal volume (rTV) and relative stroke volume (rSV) using an electrical impedance tomography (EIT) device equipped with a new real-time source separation algorithm implemented as two spatial filters. Five pigs were anesthetized and mechanically ventilated. The supplied tidal volume from a mechanical ventilator was reduced to 70, 50 and 30% from the 100% normal volume to simulate hypoventilation. The respiratory volume signal and cardiac volume signal were generated by applying the spatial filters to the acquired EIT data, from which values of rTV and rSV were extracted. The measured rTV values were compared with the TV values from the mechanical ventilator using the four-quadrant concordance analysis method. For changes in TV, the concordance rate in each animal ranged from 81.8% to 100%, while it was 92.5% when the data from all five animals were pooled together. When the measured rTV values for each animal were scaled to the absolute TV values in mL using the TV data from the mechanical ventilator, the smallest 95% limits of agreement (LoA) were - 6.04 and 7.44 mL for the 70% ventilation level, and the largest 95% LoA were - 18.1 and 19.4 mL for the 50% ventilation level. The percentage error between TV and TV was 10.3%. Although similar statistical analyses on rSV data could not be performed due to limited intra-animal variability, changes in rSV values measured by the EIT device were comparable to those measured by an invasive hemodynamic monitor. In this animal study, we were able to demonstrate the feasibility of an EIT device for noninvasive and simultaneous measurements of rTV and rSV in real time. However, the performance of the real-time source separation method needs to be further validated on animals and human subjects, particularly over a wide range of SV values. Future clinical studies are needed to assess the potential usefulness of the new method in dynamic cardiopulmonary monitoring and explore other clinical applications.
持续监测血流动力学和呼吸参数对患者有益,例如对重症监护病房的患者。这项探索性动物研究的目的是测试使用配备了一种新的实时源分离算法(实现为两个空间滤波器)的电阻抗断层扫描(EIT)设备同时测量相对潮气量(rTV)和相对每搏输出量(rSV)的可行性。五只猪被麻醉并进行机械通气。将机械通气机提供的潮气量从正常体积的100%分别降至70%、50%和30%,以模拟通气不足。通过将空间滤波器应用于采集的EIT数据来生成呼吸容积信号和心脏容积信号,从中提取rTV和rSV的值。使用四象限一致性分析方法将测得的rTV值与机械通气机的潮气量值进行比较。对于潮气量的变化,每只动物的一致性率在81.8%至100%之间,而将所有五只动物的数据汇总在一起时,一致性率为92.5%。当使用机械通气机的潮气量数据将每只动物测得的rTV值按毫升换算为绝对潮气量值时,70%通气水平下最小的95%一致性界限(LoA)为-6.04和7.44毫升,50%通气水平下最大的95% LoA为-18.1和19.4毫升。潮气量与潮气量之间的百分比误差为10.3%。尽管由于动物体内变异性有限,无法对rSV数据进行类似的统计分析,但EIT设备测得的rSV值变化与侵入性血流动力学监测仪测得的变化相当。在这项动物研究中,我们能够证明EIT设备实时无创同时测量rTV和rSV的可行性。然而,实时源分离方法的性能需要在动物和人类受试者上进一步验证,特别是在广泛的每搏输出量值范围内。未来需要进行临床研究,以评估新方法在动态心肺监测中的潜在实用性,并探索其他临床应用。