Fadil Rabie, Verma Ajay K, Sadeghian Farshid, Blaber Andrew P, Tavakolian Kouhyar
Biomedical Engineering Program, University of North Dakota, Grand Forks, ND, United States of America.
Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.
Physiol Meas. 2023 Feb 28;44(2). doi: 10.1088/1361-6579/acb7c6.
The relationship between heart rate and blood pressure, as well as cardiorespiratory coupling, play a critical role in maintaining blood pressure and organ perfusion during conditions of blood loss. Traditional vital signs such as blood pressure, breathing rate, and oxygen saturation are poor markers of blood loss, making it difficult for medics to assess the severity of central hypovolemia. Monitoring hemorrhage is further complicated by the fact that some patients have a low tolerance to hemorrhage and would reach the point of cardiovascular collapse in less time than high tolerant individuals. Therefore, this study aimed to investigate the potential of the physiological interaction between heart rate and blood pressure, and cardiorespiratory coupling to track the progression of simulated hemorrhage, as well as distinguish individuals with low tolerance (LT) from the ones with high tolerance (HT) to hypovolemia. Nineteen subjects (age: 28 ± 6 years; height: 170 ± 7 cm; weight: 68 ± 10 kg) underwent a progressive lower body negative pressure (LBNP) protocol in which the participant was supine inside the chamber for 12 min (baseline) before 12 min of chamber decompression at -20, -30, -40, -50 and -60 mmHg followed by a 12 min recovery period. Twelve subjects reached presyncope before or during -60 mmHg LBNP stage and were considered low tolerant (LT, 12 participants), while the ones who completed -60 mmHg were considered high tolerant (HT, 7 participants). Continuous blood pressure (BP), respiration (RSP), and electrocardiogram (ECG) signals were acquired simultaneously during baseline and each LBNP stage. RR interval was calculated using ECG, while systolic blood pressure (SBP), and pulse pressure were derived from BP waveform. Wavelet transform coherence and convergent cross-mapping techniques were employed to study the physiological interdependence and the causal relationship between heart rate, blood pressure, and respiration. The interaction between blood pressure and heart rate in terms of gain, active gain, and fraction time active(SBP↔RR,PP↔RR)to maintain homeostasis was higher in the LT group during baseline, and LBNP simulated mild, moderate, and severe hemorrhage. The significant time of interaction between SBP and RSP, and the causal effect of blood pressure on respiration were higher in the HT group during baseline compared to the LT group. HT participants also had a higher causal effect of respiration on blood pressure(RSP→SBP,RSP→PP)during -30 and -40 mmHg compared to LT. Moreover, the HT group displayed a higher causal drive of respiratory-related changes in heart rate(RSP→RR)and heart rate mediated changes in respirationRR→RSPduring severe simulated hemorrhage (-40 mmHg) compared to the LT group. The calculated metrics to distinguish between individual LT from HT subjects achieved a sensitivity of 58%-83%, an accuracy of 63%-84%, and an area under the ROC curve of 74%-86%, while the overlap of LT individual responses with HT was 0%-33%. These results indicate the potential of cardiorespiratory coupling, and heart rate and blood pressure interaction toward tracking the progression of hemorrhage and distinguishing individuals with low tolerance to hypovolemia from those with high tolerance. Measurements of such interactions could improve clinical outcomes for patients with low tolerance to hypovolemia and therefore reduce morbidity and mortality through early implementation of life-saving interventions.
心率与血压之间的关系以及心肺耦合在失血情况下维持血压和器官灌注方面起着关键作用。传统的生命体征,如血压、呼吸频率和血氧饱和度,对于失血来说并不是很好的指标,这使得医护人员难以评估中枢性低血容量的严重程度。由于一些患者对失血的耐受性较低,与耐受性高的个体相比,他们会在更短的时间内达到心血管崩溃的程度,这使得出血监测变得更加复杂。因此,本研究旨在探讨心率与血压之间的生理相互作用以及心肺耦合跟踪模拟出血进展的潜力,以及区分低耐受性(LT)个体和高耐受性(HT)个体对低血容量的耐受性。19名受试者(年龄:28±6岁;身高:170±7厘米;体重:68±10千克)接受了渐进性下肢负压(LBNP)方案,其中参与者在舱内仰卧12分钟(基线),然后在-20、-30、-40、-50和-60 mmHg的舱内减压12分钟,随后是12分钟的恢复期。12名受试者在-60 mmHg LBNP阶段之前或期间达到先兆晕厥,被认为是低耐受性(LT,12名参与者),而完成-60 mmHg的受试者被认为是高耐受性(HT,7名参与者)。在基线和每个LBNP阶段同时采集连续的血压(BP)、呼吸(RSP)和心电图(ECG)信号。RR间期通过ECG计算,而收缩压(SBP)和脉压则从BP波形中得出。采用小波变换相干和收敛交叉映射技术研究心率与血压、呼吸之间的生理相互依赖性和因果关系。在基线以及LBNP模拟轻度、中度和重度出血期间,LT组在维持体内平衡方面,血压与心率在增益、主动增益和活动分数时间(SBP↔RR,PP↔RR)方面的相互作用更高。与LT组相比,HT组在基线期间SBP与RSP之间的显著相互作用时间以及血压对呼吸的因果效应更高。与LT组相比,HT组在-30和-40 mmHg期间呼吸对血压(RSP→SBP,RSP→PP)的因果效应也更高。此外,与LT组相比,HT组在严重模拟出血(-40 mmHg)期间显示出呼吸相关心率变化(RSP→RR)和心率介导的呼吸变化(RR→RSP)的更高因果驱动。用于区分LT个体与HT个体的计算指标实现了58%-83%的灵敏度、63%-84%的准确性以及74%-86%的ROC曲线下面积,而LT个体反应与HT个体反应的重叠率为0%-33%。这些结果表明心肺耦合以及心率与血压相互作用在跟踪出血进展以及区分低血容量低耐受性个体与高耐受性个体方面具有潜力。测量这种相互作用可以改善低血容量低耐受性患者的临床结局,从而通过早期实施挽救生命的干预措施降低发病率和死亡率。