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Fernandes LG, Müller LO, Feijóo RA, Blanco PJ. Closed-loop baroreflex model with biophysically detailed afferent pathway. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2024; 40:e3849. [PMID: 39054666 DOI: 10.1002/cnm.3849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 05/22/2024] [Accepted: 06/30/2024] [Indexed: 07/27/2024]
Abstract
In this work, we couple a lumped-parameter closed-loop model of the cardiovascular system with a physiologically-detailed mathematical description of the baroreflex afferent pathway. The model features a classical Hodgkin-Huxley current-type model for the baroreflex afferent limb (primary neuron) and for the second-order neuron in the central nervous system. The pulsatile arterial wall distension triggers a frequency-modulated sequence of action potentials at the afferent neuron. This signal is then integrated at the brainstem neuron model. The efferent limb, representing the sympathetic and parasympathetic nervous system, is described as a transfer function acting on heart and blood vessel model parameters in order to control arterial pressure. Three in silico experiments are shown here: a step increase in the aortic pressure to evaluate the functionality of the reflex arch, a hemorrhagic episode and an infusion simulation. Through this model, it is possible to study the biophysical dynamics of the ionic currents proposed for the afferent limb components of the baroreflex during the cardiac cycle, and the way in which currents dynamics affect the cardiovascular function. Moreover, this system can be further developed to study in detail each baroreflex loop component, helping to unveil the mechanisms involved in the cardiovascular afferent information processing.
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Affiliation(s)
- Luciano Gonçalves Fernandes
- Instituto de Ciências Biológicas e da Saúde, Universidade Federal Rural do Rio de Janeiro, Rio de Janeiro, Brazil
- Instituto Nacional de Ciência e Tecnologia em Medicina Assistida por Computação Científica, Rio de Janeiro, Brazil
| | - Lucas Omar Müller
- Instituto Nacional de Ciência e Tecnologia em Medicina Assistida por Computação Científica, Rio de Janeiro, Brazil
- Coordenação de Métodos Matemáticos e Computacionais, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
- Department of Mathematics, University of Trento, Trento, Italy
| | - Raúl Antonino Feijóo
- Instituto Nacional de Ciência e Tecnologia em Medicina Assistida por Computação Científica, Rio de Janeiro, Brazil
- Coordenação de Métodos Matemáticos e Computacionais, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Pablo Javier Blanco
- Instituto Nacional de Ciência e Tecnologia em Medicina Assistida por Computação Científica, Rio de Janeiro, Brazil
- Coordenação de Métodos Matemáticos e Computacionais, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
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Watso JC, Huang M, Hendrix JM, Belval LN, Moralez G, Cramer MN, Foster J, Hinojosa-Laborde C, Crandall CG. Comparing the Effects of Low-Dose Ketamine, Fentanyl, and Morphine on Hemorrhagic Tolerance and Analgesia in Humans. PREHOSP EMERG CARE 2023; 27:600-612. [PMID: 36689353 PMCID: PMC10329983 DOI: 10.1080/10903127.2023.2172493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 01/09/2023] [Accepted: 01/19/2023] [Indexed: 01/24/2023]
Abstract
Hemorrhage is a leading cause of preventable battlefield and civilian trauma deaths. Ketamine, fentanyl, and morphine are recommended analgesics for use in the prehospital (i.e., field) setting to reduce pain. However, it is unknown whether any of these analgesics reduce hemorrhagic tolerance in humans. We tested the hypothesis that fentanyl (75 µg) and morphine (5 mg), but not ketamine (20 mg), would reduce tolerance to simulated hemorrhage in conscious humans. Each of the three analgesics was evaluated independently among different cohorts of healthy adults in a randomized, crossover (within drug/placebo comparison), placebo-controlled fashion using doses derived from the Tactical Combat Casualty Care Guidelines for Medical Personnel. One minute after an intravenous infusion of the analgesic or placebo (saline), we employed a pre-syncopal limited progressive lower-body negative pressure (LBNP) protocol to determine hemorrhagic tolerance. Hemorrhagic tolerance was quantified as a cumulative stress index (CSI), which is the sum of products of the LBNP and the duration (e.g., [40 mmHg x 3 min] + [50 mmHg x 3 min] …). Compared with ketamine (p = 0.002 post hoc result) and fentanyl (p = 0.02 post hoc result), morphine reduced the CSI (ketamine (n = 30): 99 [73-139], fentanyl (n = 28): 95 [68-130], morphine (n = 30): 62 [35-85]; values expressed as a % of the respective placebo trial's CSI; median [IQR]; Kruskal-Wallis test p = 0.002). Morphine-induced reductions in tolerance to central hypovolemia were not well explained by a prediction model including biological sex, body mass, and age (R2=0.05, p = 0.74). These experimental data demonstrate that morphine reduces tolerance to simulated hemorrhage while fentanyl and ketamine do not affect tolerance. Thus, these laboratory-based data, captured via simulated hemorrhage, suggest that morphine should not be used for a hemorrhaging individual in the prehospital setting.
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Affiliation(s)
- Joseph Charles Watso
- Department of Nutrition & Integrative Physiology, Florida State University, Tallahassee, Florida, USA
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Applied Clinical Research, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Mu Huang
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Applied Clinical Research, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Office of Science, Medicine, and Health, American Heart Association, Dallas, Texas, USA
| | - Joseph Maxwell Hendrix
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Anesthesiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Luke Norman Belval
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Gilbert Moralez
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Applied Clinical Research, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Matthew Nathaniel Cramer
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Josh Foster
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | | | - Craig Gerald Crandall
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Applied Clinical Research, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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Klemcke HG, Calderon ML, Ryan KL, Xiang L, Hinojosa-Laborde C. Effects of extremity trauma on physiological responses to hemorrhage in conscious rats. J Appl Physiol (1985) 2023; 134:203-215. [PMID: 36519571 PMCID: PMC9829477 DOI: 10.1152/japplphysiol.00191.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 12/09/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022] Open
Abstract
Although physiological responses to hemorrhage are well-studied, hemorrhage is often accompanied by trauma, and it remains unclear how injury affects these responses. This study examined effects of extremity trauma on cardiorespiratory responses and survival to moderate (37%; H-37) or severe (50%; H-50) hemorrhage in rats. Transmitter and carotid catheter implantation and extremity trauma (fibular fracture and muscle injury) were conducted 2 wk, 24 h, and 90 min, respectively, before conscious hemorrhage. Mean arterial pressure (MAP) and heart rate (HR; via telemetry), and respiration rate (RR), minute volume (MV), and tidal volume (TV; via plethysmography) were measured throughout the 25 min hemorrhage and remainder of the 4 h observation period. There were four groups: 1) H-37, no trauma (NT; n = 17); 2) H-37, extremity trauma (T, n = 18); 3) H-50, NT (n = 20); and 4) H-50, T (n = 20). For H-37, during and after hemorrhage, T increased HR (P ≤ 0.031) and MV (P ≤ 0.048) compared with NT rats. During H-50, T increased HR (0.041) and MV (P = 0.043). After hemorrhage, T increased MV (P = 0.008) but decreased HR (P = 0.007) and MAP (P = 0.039). All cardiorespiratory differences between T and NT groups were intermittent. Importantly, both survival time (159.8 ± 78.2 min vs. 211.9 ± 60.3 min; P = 0.022; mean ± SD) and percent survival (45% vs. 80%; P = 0.048) were less in T versus NT rats after H-50. Trauma interacts with physiological systems in a complex manner and no single cardiorespiratory measure was sufficiently altered to indicate that it alone could account for increased mortality after H-50.NEW & NOTEWORTHY In both civilian and military settings, severe hemorrhage rarely occurs in the absence of tissue trauma, yet many animal models for the study of hemorrhage do not include significant tissue trauma. This study using conscious unrestrained rats clearly demonstrates that extremity trauma worsens the probability of survival after a severe hemorrhage. Although no single cardiorespiratory factor accounted for the increased mortality, multiple modest time-related cardiorespiratory responses to the trauma were observed suggesting that their combined dysfunction may have contributed to the reduced survival.
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Affiliation(s)
- Harold G Klemcke
- US Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, Texas
| | - Mariam L Calderon
- US Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, Texas
| | - Kathy L Ryan
- US Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, Texas
| | - Lusha Xiang
- US Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, Texas
| | - Carmen Hinojosa-Laborde
- US Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, Texas
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Xiang L, Calderon AS, Klemcke HG, Hinojosa-Laborde C, Becerra SC, Ryan KL. A novel animal model to study delayed resuscitation following traumatic hemorrhage. J Appl Physiol (1985) 2022; 133:814-821. [PMID: 36007893 PMCID: PMC9512111 DOI: 10.1152/japplphysiol.00335.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 08/16/2022] [Accepted: 08/16/2022] [Indexed: 11/22/2022] Open
Abstract
A focus of combat casualty care research is to develop treatments for when full resuscitation after hemorrhage is delayed. However, few animal models exist to investigate such treatments. Given the kidney's susceptibility to ischemia, we determined how delayed resuscitation affects renal function in a model of traumatic shock. Rats were randomized into three groups: resuscitation after 1 h (ETH-1) or 2 h (ETH-2) of extremity trauma and hemorrhagic shock, and sham control. ETH was induced in anesthetized rats with muscle injury and fibula fracture, followed by pressure-controlled hemorrhage [mean arterial pressure (MAP) = 55 mmHg] for 1 or 2 h. Rats were then resuscitated with whole blood until MAP stabilized between 90 and 100 mmHg for 30 min. MAP, glomerular filtration rate (GFR), creatinine, blood gases, and fractional excretion of sodium (nFENa+) were measured for 3 days. Compared with control, ETH-1 and ETH-2 exhibited decreases in GFR and nFENa+, and increases in circulating lactate, creatinine, and blood urea nitrogen (BUN) before and within 30 min after resuscitation. The increases in creatinine, BUN, and potassium were greater in ETH-2 than in ETH-1, whereas lactate levels were similar between ETH-1 and ETH-2 before and after resuscitation. All measurements were normalized in ETH-1 within 2 days after resuscitation, with 22% mortality. However, ETH-2 exhibited a prolonged impairment of GFR, increased nFENa+, and a 66% mortality. Resuscitation 1 h after injury therefore preserves renal function, whereas further delay of resuscitation irreversibly impairs renal function and increases mortality. This animal model can be used to explore treatments for prolonged prehospital care following traumatic hemorrhage.NEW & NOTEWORTHY A focus of combat casualty care research is to develop treatment where full resuscitation after hemorrhage is delayed. However, animal models of combat-related hemorrhagic shock in which to determine physiological outcomes of such delays and explore potential treatment for golden hour extension are lacking. In this study, we filled this knowledge gap by establishing a traumatic shock model with reproducible development of AKI and shock-related complications determined by the time of resuscitation.
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Affiliation(s)
- Lusha Xiang
- U.S. Army Institute of Surgical Research, JBSA-Fort Sam Houston, San Antonio, Texas
| | - Alfredo S Calderon
- U.S. Army Institute of Surgical Research, JBSA-Fort Sam Houston, San Antonio, Texas
| | - Harold G Klemcke
- U.S. Army Institute of Surgical Research, JBSA-Fort Sam Houston, San Antonio, Texas
| | | | - Sandra C Becerra
- U.S. Army Institute of Surgical Research, JBSA-Fort Sam Houston, San Antonio, Texas
| | - Kathy L Ryan
- U.S. Army Institute of Surgical Research, JBSA-Fort Sam Houston, San Antonio, Texas
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