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Qureshi N, Bloom M, Pevnick J. How Much Does Intravenous Fluid Cause Hematocrit to Drop? Improving Interpretation of Hematocrit Toward Better Post-Hemorrhage Care. Mil Med 2025; 190:e47-e53. [PMID: 38913446 DOI: 10.1093/milmed/usae325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 05/23/2024] [Accepted: 06/14/2024] [Indexed: 06/26/2024] Open
Abstract
INTRODUCTION Hemorrhage is assessed, at least in part, via hematocrit testing. To differentiate unexpected drops in hematocrit because of ongoing hemorrhage versus expected drops as a result of known hemorrhage and intravenous fluid administration, we model expected post-operative hematocrit values accounting for fluid balance and intraoperative estimated blood loss (EBL) among patients without substantial post-operative bleeding. MATERIALS AND METHODS We reviewed patient-level data from the electronic health record of an academic medical center for all non-pregnant adults admitted for elective knee or hip arthroplasty from November 2013 to September 2022 who did not require blood products. We used linear regression to evaluate the association between post-operative hematocrit and predictor variables including pre-operative hematocrit, intraoperative net fluid intake, blood volume, time from surgery to lab testing, EBL, patient height, and patient weight. RESULTS We included 6,648 cases. Mean (SD) estimated blood volume was 4,804 mL (1023), mean net fluid intake was 1,121 mL (792), and mean EBL was 144 mL (194). Each 100 mL of EBL and 1,000 mL net positive fluid intake was associated with a decrease of 0.52 units (95% CI, 0.51-0.53) and 2.4 units (2.2-2.7) in post-operative hematocrit. Pre-operative hematocrit was the strongest predictor of post-operative hematocrit. Each 1-unit increase in pre-operative hematocrit was associated with a 0.70-unit increase (95% CI, 0.67-0.73) in post-operative hematocrit. Our estimates were robust to sensitivity analyses, and all variables included in the model were statistically significant with P <.005. CONCLUSION Patient-specific data, including fluid received since the time of initial hemorrhage, can aid in estimating expected post-hemorrhage hematocrit values, and thus in assessing for the ongoing hemorrhage.
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Affiliation(s)
- Nabeel Qureshi
- General Internal Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- RAND Health, RAND Corporation, Santa Monica, CA 90401, USA
| | - Matthew Bloom
- Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Joshua Pevnick
- General Internal Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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Rodgers TM, Berard D, Gonzalez JM, Vega SJ, Gathright R, Bedolla C, Ross E, Snider EJ. In Vivo Evaluation of Two Hemorrhagic Shock Resuscitation Controllers with Non-Invasive, Intermittent Sensors. Bioengineering (Basel) 2024; 11:1296. [PMID: 39768114 PMCID: PMC11727294 DOI: 10.3390/bioengineering11121296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Revised: 12/12/2024] [Accepted: 12/17/2024] [Indexed: 01/05/2025] Open
Abstract
Hemorrhage is a leading cause of preventable death in military and civilian trauma medicine. Fluid resuscitation is the primary treatment option, which can be difficult to manage when multiple patients are involved. Traditional vital signs needed to drive resuscitation therapy being unavailable without invasive catheter placement is a challenge. To overcome these obstacles, we propose using closed-loop fluid resuscitation controllers managed by non-invasive, intermittent signal sensor inputs to simplify their use in far-forward environments. Using non-invasive, intermittent sensor controllers will allow quicker medical intervention due to negating the need for an arterial catheter to be placed for pressure-guided fluid resuscitation. Two controller designs were evaluated in a swine hemorrhagic shock injury model, with each controller only receiving non-invasive blood pressure (NIBP) measurements simulated from invasive input signals every 60 s. We found that both physiological closed-loop controllers were able to effectively resuscitate subjects out of life-threatening hemorrhagic shock using only intermittent data inputs with a resuscitation effectiveness of at least 95% for each respective controller. We also compared this intermittent signal input to a NIBP cuff and to a deep learning model that predicts blood pressure from a photoplethysmography waveform. Each approach showed evidence of tracking blood pressure, but more effort is needed to refine these non-invasive input approaches. We conclude that resuscitation controllers hold promise to one day be capable of non-invasive sensor input while retaining their effectiveness, expanding their utility for managing patients during mass casualty or battlefield conditions.
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Affiliation(s)
| | | | | | | | | | | | | | - Eric J. Snider
- Organ Support and Automation Technologies Group, U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, San Antonio, TX 78234, USA
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Snider EJ, Vega SJ, Nessen IA, Hernandez Torres SI, Salazar S, Berard D, Salinas J. In vivo evaluation of an adaptive resuscitation controller using whole blood and crystalloid infusates for hemorrhagic shock. Front Bioeng Biotechnol 2024; 12:1420330. [PMID: 39583934 PMCID: PMC11581866 DOI: 10.3389/fbioe.2024.1420330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 10/22/2024] [Indexed: 11/26/2024] Open
Abstract
Introduction Hemorrhage remains the leading cause of preventable death on the battlefield. The most effective means to increase survivability is early hemorrhage control and fluid resuscitation. Unfortunately, fluid resuscitation requires constant adjustments to ensure casualty is properly managed, which is often not feasible in the pre-hospital setting. In this study, we showed how an adaptive closed-loop controller for hemorrhage resuscitation can be used to automate hemodynamic management using a swine hemorrhagic shock injury model. Methods The adaptive resuscitation controller (ARC) was previously developed to track pressure-volume responsiveness in real time and adjust its infusion rate to reach the target mean arterial pressure (MAP). Swine while maintained under a surgical plane of anesthesia and analgesia underwent a splenectomy, followed by two hemorrhage and resuscitation events. For the first resuscitation event, hemorrhage was induced to reduce the MAP to 35 mmHg until arterial lactate reached 4 mmol/L. The ARC system then infused whole blood (WB) to reach the target MAP and maintained the subject using crystalloids for 120 min. For the second resuscitation event, the subjects were hemorrhaged again but resuscitated using only crystalloid infusion to reach the target MAP and 120-min maintenance. Results The ARC was effective at WB resuscitation, reaching the target MAP in 2.0 ± 1.0 min. The median performance error was 1.1% ± 4.6%, and target overshoot was 14.4% ± 7.0% of the target MAP. The ARC maintained all animals throughout the 120 min maintenance period. For the second crystalloid-based resuscitation, ARC required a longer time to reach the target MAP, at an average rise time of 4.3 ± 4.0 min. However, target overshoot was reduced to 8.4% ± 7.3% of the target MAP. Much higher flow rates were required to maintain the target MAP during the second resuscitation event than during the first resuscitation event. Discussion The ARC was able to rapidly reach and maintain the target MAP effectively. However, this sometimes required large volumes of fluid as the ARC's only goal was to reach the target MAP. Further clinical insight is needed regarding the preferred aggression level to achieve the target MAP. In conclusion, the ARC was successful in its programmed objective of reaching and maintaining the target MAP for extended periods of time in vivo, a critical next step toward improving hemorrhage treatment in the pre-hospital environment.
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Affiliation(s)
- Eric J. Snider
- Organ Support and Automation Technologies Group, U.S. Army Institute of Surgical Research, San Antonio, TX, United States
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Packialakshmi B, Burmeister DM, Anderson JA, Morgan J, Cannon G, Kiang JG, Feng Y, Lee S, Stewart IJ, Zhou X. A clinically-relevant mouse model that displays hemorrhage exacerbates tourniquet-induced acute kidney injury. Front Physiol 2023; 14:1240352. [PMID: 38028812 PMCID: PMC10663317 DOI: 10.3389/fphys.2023.1240352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 10/09/2023] [Indexed: 12/01/2023] Open
Abstract
Hemorrhage is a leading cause of death in trauma. Tourniquets are effective at controlling extremity hemorrhage and have saved lives. However, tourniquets can cause ischemia reperfusion injury of limbs, leading to systemic inflammation and other adverse effects, which results in secondary damage to the kidney, lung, and liver. A clinically relevant animal model is critical to understanding the pathophysiology of this process and developing therapeutic interventions. Despite the importance of animal models, tourniquet-induced lower limb ischemia/reperfusion (TILLIR) models to date lack a hemorrhage component. We sought to develop a new TILLIR model that included hemorrhage and analyze the subsequent impact on kidney, lung and liver injuries. Four groups of mice were examined: group 1) control, group 2) hemorrhage, group 3) tourniquet application, and group 4) hemorrhage and tourniquet application. The hemorrhagic injury consisted of the removal of 15% of blood volume through the submandibular vein. The tourniquet injury consisted of orthodontic rubber bands applied to the inguinal area bilaterally for 80 min. Mice were then placed in metabolic cages individually for 22 h to collect urine. Hemorrhage alone did not significantly affect transcutaneous glomerular filtration rate (tGFR), blood urea nitrogen (BUN) or urinary kidney injury molecule-1 (KIM-1) levels. Without hemorrhage, TILLIR decreased tGFR by 46%, increased BUN by 162%, and increased KIM-1 by 27% (p < 0.05 for all). With hemorrhage, TILLIR decreased the tGFR by 72%, increased BUN by 395%, and increased urinary KIM-1 by 37% (p < 0.05 for all). These differences were statistically significant (p < 0.05). While hemorrhage had no significant effect on TILLIR-induced renal tubular degeneration and necrosis, it significantly increased TILLIR-induced lung total injury scores and congestion, and fatty liver. In conclusion, hemorrhage exacerbates TILLIR-induced acute kidney injury and structural damage in the lung and liver.
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Affiliation(s)
- Balamurugan Packialakshmi
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - David M. Burmeister
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Joseph A. Anderson
- Department of Laboratory Animal Resources, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Judah Morgan
- Internal Medicine Residency Program at Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, WA, United States
| | - Georgetta Cannon
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Juliann G. Kiang
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Yuanyi Feng
- Department of Biochemistry and Molecular Biology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Sang Lee
- Department of Laboratory Animal Resources, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Ian J. Stewart
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Xiaoming Zhou
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
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Russo RM, Lozano R, Ruf AC, Ho JW, Strayve D, Zakaluzny SA, Keeney-Bonthrone TP. A Systematic Review of Tranexamic Acid-Associated Venous Thromboembolic Events in Combat Casualties and Considerations for Prolonged Field Care. Mil Med 2023; 188:e2932-e2940. [PMID: 36315470 DOI: 10.1093/milmed/usac317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 07/13/2022] [Accepted: 10/03/2022] [Indexed: 08/31/2023] Open
Abstract
INTRODUCTION Tranexamic acid (TXA) is a standard component of Tactical Combat Casualty Care. Recent retrospective studies have shown that TXA use is associated with a higher rate of venous thromboembolic (VTE) events in combat-injured patients. We aim to determine if selective administration should be considered in the prolonged field care environment. MATERIALS AND METHODS We performed a systematic review using the 2020 Preferred Reporting Items for Systematic Review and Meta-Analysis guidelines. Clinical trials and observational studies of combat casualties published between January 1, 1960, and June 20, 2022, were included. We analyzed survival and VTE outcomes in TXA recipients and non-recipients. We discussed the findings of each paper in the context of current and future combat environments. RESULTS Six articles met criteria for inclusion. Only one study was powered to report mortality data, and it demonstrated a 7-fold increase in survival in severely injured TXA recipients. All studies reported an increased risk of VTE in TXA recipients, which exceeded rates in civilian literature. However, five of the six studies used overlapping data from the same registry and were limited by a high rate of missingness in pertinent variables. No VTE-related deaths were identified. CONCLUSIONS There may be an increased risk of VTE in combat casualties that receive TXA; however, this risk must be considered in the context of improved survival and an absence of VTE-associated deaths. To optimize combat casualty care during prolonged field care, it will be essential to ensure the timely administration of VTE chemoprophylaxis as soon as the risk of significant hemorrhage permits.
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Affiliation(s)
- Rachel M Russo
- Department of Surgery, University of California, Sacramento, CA 95817, USA
- Department of Surgery, David Grant USAF Medical Center, Fairfield, CA 94535, USA
| | - Rafael Lozano
- Department of Surgery, University of California, Sacramento, CA 95817, USA
- Department of Surgery, David Grant USAF Medical Center, Fairfield, CA 94535, USA
| | - Ashly C Ruf
- Department of Surgery, University of California, Sacramento, CA 95817, USA
- Department of Surgery, David Grant USAF Medical Center, Fairfield, CA 94535, USA
| | - Jessie W Ho
- Department of Surgery, Northwestern University, Evanston, IL 60611, USA
| | - Daniel Strayve
- Department of Surgery, University of California, Sacramento, CA 95817, USA
- Department of Surgery, David Grant USAF Medical Center, Fairfield, CA 94535, USA
| | - Scott A Zakaluzny
- Department of Surgery, University of California, Sacramento, CA 95817, USA
- Department of Surgery, David Grant USAF Medical Center, Fairfield, CA 94535, USA
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Tan GM, Murto K, Downey LA, Wilder MS, Goobie SM. Error traps in Pediatric Patient Blood Management in the Perioperative Period. Paediatr Anaesth 2023. [PMID: 37144721 DOI: 10.1111/pan.14683] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 04/04/2023] [Accepted: 04/12/2023] [Indexed: 05/06/2023]
Abstract
Patient blood management is a patient-centered evidence-based approach to improve patient outcomes by harnessing the patient's own hematopoietic system to optimize blood health while promoting patient safety and empowerment. Perioperative patient blood management is a standard of care in adult medicine, yet it is not commonly accepted in pediatrics. Raising awareness may be the first step in improving perioperative care for the anemic and/or bleeding child. This article highlights five preventable perioperative blood conservation error traps for children. The goal is to provide practical clinical guidance to improve preoperative diagnosis and treatment of anemia, facilitate recognition and treatment of massive hemorrhage, reduce unnecessary allogeneic blood transfusions, and decrease associated complications of anemia and blood component transfusions utilizing a patient/family-centered informed consent and shared decision-making approach.
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Affiliation(s)
- Gee Mei Tan
- Pediatric Anesthesiology Division, Children's Hospital Colorado, University of Colorado, School of Medicine, Aurora, Colorado, USA
| | - Kimmo Murto
- Department of Anesthesiology & Pain Medicine, Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Laura A Downey
- Department of Anesthesiology, Emory University Medical School, Atlanta, Georgia, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Matthew S Wilder
- Pediatric Anesthesiology Division, Children's Hospital Colorado, University of Colorado, School of Medicine, Aurora, Colorado, USA
| | - Susan M Goobie
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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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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Forrester N. Physiology in Perspective. Physiology (Bethesda) 2022; 37:114. [PMID: 35349354 DOI: 10.1152/physiol.00004.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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