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Qian W, Zhong H, Ghiasi S. Short: Prediction of fetal blood oxygen content in response to partial occlusion of maternal aorta. SMART HEALTH (AMSTERDAM, NETHERLANDS) 2023; 28:100391. [PMID: 38260035 PMCID: PMC10803053 DOI: 10.1016/j.smhl.2023.100391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Acute hemorrhage in pregnancy may lead to maternal and/or fetal morbidity or mortality. In emergency medicine, blockage of the aorta via an inflatable endovascular balloon, technically referred to Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA), is used to manage hemorrhage. However, the application of REBOA in pregnancy needs to strike a balance between two competing objectives of limiting maternal blood loss and ensuring fetal wellness, for which one would need to predict the impact of regulated blood pressure on fetal wellness. To address this problem, we propose an efficient machine learning-based method to predict the temporal impact of the distal Mean Arterial Blood Pressure (dMAP) controlled by the REBOA on the oxygen content in the fetal blood. Evaluation of the algorithm on data collected from in-vivo experiments from pregnant ewe animal models exhibits mean absolute error of 0.61, 1.09, 1.42, 1.70 mmHg, and coefficient of determination of 0.95, 0.86, 0.76, 0.64 for prediction of partial pressure of oxygen in fetal arterial blood, a key predictor of fetal wellness, in 2.5, 5, 7.5, 10-minute prediction horizons, respectively.
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Affiliation(s)
- Weitai Qian
- Dept. of Electrical and Computer Engineering, University of California Davis, Davis, CA, 95618, USA
| | - Hongtao Zhong
- Dept. of Electrical and Computer Engineering, University of California Davis, Davis, CA, 95618, USA
| | - Soheil Ghiasi
- Dept. of Electrical and Computer Engineering, University of California Davis, Davis, CA, 95618, USA
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Jamal L, Saini A, Quencer K, Altun I, Albadawi H, Khurana A, Naidu S, Patel I, Alzubaidi S, Oklu R. Emerging approaches to pre-hospital hemorrhage control: a narrative review. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1192. [PMID: 34430633 PMCID: PMC8350651 DOI: 10.21037/atm-20-5452] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 06/18/2021] [Indexed: 12/18/2022]
Abstract
In the United States, trauma claims the lives of over 150,000 civilians each year. In military settings, trauma and exsanguination result in 50% of combat related deaths. The majority of these deaths result from uncontrolled non-compressible hemorrhage. Non-compressible hemorrhage often results from deep vascular injuries within the torso, however can also occur secondary to penetrating injuries that involve the extremities. Given the high mortality rates for non-compressible hemorrhage, rapid and effective management of patients suffering from hemorrhage is essential to good patient outcomes. Consequently, there has been increasing interest in solutions for point-of-injury hemorrhage control in trauma and military medicine. Undoubtedly there is a great need for prehospital hemostatic interventions that can be deployed by trained and untrained personnel. Since 2001, various hemostatic agents have been developed, each with its advantages based upon the type and severity of injury, wound size, wound location, accessibility to injury site, and the coagulation status of the patient. These agents are often used in the military setting as a temporizing measure prior to definitive therapy and include techniques such as resuscitative endovascular balloon occlusion of the aorta (REBOA) and bioengineered agents including ResQFoam, RevMedx’s XSTAT, Tranexamic acid (TXA), and QuikClot Combat Gauze (QCG). Here, we review the indications, composition, technique, efficacy, and outcomes of these hemostatic agents.
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Affiliation(s)
- Leila Jamal
- Division of Vascular & Interventional Radiology, Laboratory for Patient Inspired Engineering, Mayo Clinic, Phoenix, AZ, USA
| | - Aman Saini
- Department of Radiology, University of Missouri Kansas City, Kansas City, Missouri, USA
| | - Keith Quencer
- Department of Radiology, University of Utah, Salt Lake City, Utah, USA
| | - Izzet Altun
- Division of Vascular & Interventional Radiology, Laboratory for Patient Inspired Engineering, Mayo Clinic, Phoenix, AZ, USA
| | - Hassan Albadawi
- Division of Vascular & Interventional Radiology, Laboratory for Patient Inspired Engineering, Mayo Clinic, Phoenix, AZ, USA
| | - Aditya Khurana
- Mayo Clinic Alix School of Medicine, Scottsdale, AZ, USA
| | - Sailendra Naidu
- Division of Vascular & Interventional Radiology, Laboratory for Patient Inspired Engineering, Mayo Clinic, Phoenix, AZ, USA
| | - Indravadan Patel
- Division of Vascular & Interventional Radiology, Laboratory for Patient Inspired Engineering, Mayo Clinic, Phoenix, AZ, USA
| | - Sadeer Alzubaidi
- Division of Vascular & Interventional Radiology, Laboratory for Patient Inspired Engineering, Mayo Clinic, Phoenix, AZ, USA
| | - Rahmi Oklu
- Division of Vascular & Interventional Radiology, Laboratory for Patient Inspired Engineering, Mayo Clinic, Phoenix, AZ, USA
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Abstract
BACKGROUND Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA) may improve Systolic Blood Pressure (SBP) in hypovolemic shock. It has, however, not been studied in patients with impending traumatic cardiac arrest (ITCA). We aimed to study the feasibility and clinical outcome of REBOA in patients with ITCA using data from the ABOTrauma Registry. METHODS Retrospective and prospective data on the use of REBOA from 16 centers globally were collected. SBP was measured both at pre- and post-REBOA inflation. Data collected included patients' demography, vascular access technique, number of attempts, catheter size, operator, zone and duration of occlusion, and clinical outcome. RESULTS There were 74 patients in this high-risk patient group. REBOA was performed on all patients. A 7-10Fr catheter was used in 66.7% and 58.5% were placed on the first attempt, 52.1% through blind insertion and 93.2% inflated in Zone I, 64.8% for a period of 30 to 60 min, 82.1% by ER doctors, trauma surgeons, or vascular surgeons. SBP significantly improved to 90 mm Hg following the inflation of REBOA. 36.6% of the patients survived. CONCLUSIONS Our study has shown that REBOA may be performed in patients with ITCA, SBP can be elevated, and 36.6% of the patients survived if REBOA placement is successful.
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Kinslow K, Shepherd A, McKenney M, Elkbuli A. Resuscitative Endovascular Balloon Occlusion of Aorta: A Systematic Review. Am Surg 2021; 88:289-296. [PMID: 33605780 DOI: 10.1177/0003134820972985] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The data on resuscitative endovascular balloon occlusion of the aorta (REBOA) use continue to grow with its increasing use in trauma centers. The data in her last 5 years have not been systematically reviewed. We aim to assess current literature related to REBOA use and outcomes among civilian trauma populations. METHODS A literature search using PubMed, EMBASE, and JAMA Network for studies regarding REBOA usage in civilian trauma from 2016 to 2020 is carried out. This review followed preferred reporting items for systematic reviews and meta-analysis guidelines. RESULTS Our search yielded 35 studies for inclusion in our systematic review, involving 4073 patients. The most common indication for REBOA was patient presentation in hemorrhagic shock secondary to traumatic injury. REBOA was associated with significant systolic blood pressure improvement. Of 4 studies comparing REBOA to non-REBOA controls, 2 found significant mortality benefit with REBOA. Significant mortality improvement with REBOA compared to open aortic occlusion was seen in 4 studies. In the few studies investigating zone placement, highest survival rate was seen in patients undergoing zone 3. Overall, reports of complications directly related to overall REBOA use were relatively low. CONCLUSION REBOA has been shown to be effective in promoting hemodynamic stability in civilian trauma. Mortality data on REBOA use are conflicting, but most studies investigating REBOA vs. open occlusion methods suggest a significant survival advantage. Recent data on the REBOA technique (zone placement and partial REBOA) are sparse and currently insufficient to determine advantage with any particular variation. Overall, larger prospective civilian trauma studies are needed to better understand the benefits of REBOA in high-mortality civilian trauma populations. STUDY TYPE Systematic Review. LEVEL OF EVIDENCE III- Therapeutic.
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Affiliation(s)
- Kyle Kinslow
- Department of Surgery, Division of Trauma and Surgical Critical Care, 14506Kendall Regional Medical Center, Miami, FL, USA
| | - Aaron Shepherd
- Department of Surgery, Division of Trauma and Surgical Critical Care, 14506Kendall Regional Medical Center, Miami, FL, USA
| | - Mark McKenney
- Department of Surgery, Division of Trauma and Surgical Critical Care, 14506Kendall Regional Medical Center, Miami, FL, USA
| | - Adel Elkbuli
- Department of Surgery, Division of Trauma and Surgical Critical Care, 14506Kendall Regional Medical Center, Miami, FL, USA
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Fitzgerald M, Lendrum R, Bernard S, Moloney J, Smit DV, Mathew J, Kim Y, Nickson C, Lin RMH, Yeung M, Bystrzycki A, Niggemeyer L, Hendel S, Mitra B. Feasibility study for implementation of resuscitative balloon occlusion of the aorta in peri-arrest, exsanguinating trauma at an adult level 1 Australian trauma centre. Emerg Med Australas 2019; 32:127-134. [PMID: 31867879 DOI: 10.1111/1742-6723.13443] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 10/27/2019] [Accepted: 11/10/2019] [Indexed: 11/28/2022]
Abstract
OBJECTIVE This prospective, observational, interventional study sought to determine if the introduction of resuscitative balloon occlusion of the aorta (REBOA) at an Australian adult major trauma centre would improve survival for major trauma patients. METHODS Patients aged 18-60 years, transported directly from scene with exsanguinating, sub-diaphragmatic haemorrhage and hypovolaemic shock (systolic BP <70 mmHg or hypovolaemic cardiac arrest) were eligible for recruitment and followed up until hospital discharge (ACTRN12618000550202). RESULTS During the 14-month study period (17 January 2015 to 12 March 2016) 3032 patients were admitted direct from scene with an overall mortality of 97 (3.71%). Of these patients 3019 had trauma centre vital signs recorded in the data set (99.57%) and 1523 were between the ages of 18-60, including 143 patients with a shock index of >1.0 (4.74%). There were 13 (0.43%) patients with a systolic BP <70 mmHg and/or cardiorespiratory arrest on arrival. The mortality in this group was six out of 13 (46.15%). Of these 13 patients, there were two (0.07% of the total cohort) where REBOA was attempted. There were no eligible patients for whom REBOA was achieved. None of the six patients who died would have benefited from REBOA deployment. CONCLUSIONS Despite considerable training and resource allocation to ensure 24-h availability, the introduction of REBOA failed to effectively demonstrate any impact on patient outcome. Despite retrospective literature supporting the introduction of REBOA, in this 14-month prospective study there was no evidence of benefit. Further studies may define indications and subgroups of patients who may benefit.
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Affiliation(s)
- Mark Fitzgerald
- Trauma Service, The Alfred Hospital, Melbourne, Victoria, Australia.,National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia.,Ambulance Victoria, Melbourne, Victoria, Australia
| | - Robbie Lendrum
- Anaesthetics and Perioperative Medicine, Monash University, Melbourne, Victoria, Australia.,Anaesthesia and Intensive Care, Royal Infirmary of Edinburgh, NHS Lothian, Edinburgh, UK.,London HEMS, Royal London Hospital, Bart's Health NHS Trust, London, UK
| | - Stephen Bernard
- Ambulance Victoria, Melbourne, Victoria, Australia.,Intensive Care Unit, The Alfred Hospital, Melbourne, Victoria, Australia.,Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - John Moloney
- Ambulance Victoria, Melbourne, Victoria, Australia.,Anaesthetics and Perioperative Medicine, Monash University, Melbourne, Victoria, Australia.,Department of Community Emergency Health and Paramedic Practice, Monash University, Melbourne, Victoria, Australia
| | - De Villiers Smit
- National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia.,Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Emergency and Trauma Centre, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Joseph Mathew
- Trauma Service, The Alfred Hospital, Melbourne, Victoria, Australia.,National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia.,Emergency and Trauma Centre, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Yesul Kim
- National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia
| | - Chris Nickson
- Intensive Care Unit, The Alfred Hospital, Melbourne, Victoria, Australia.,Australian Centre for Health Innovation, Melbourne, Victoria, Australia
| | - Richard M-H Lin
- Intensive Care Unit, The Alfred Hospital, Melbourne, Victoria, Australia.,Department of Emergency and Critical Care Medicine, Lin Shin Hospital, Taichung, Taiwan
| | - Meei Yeung
- Trauma Service, The Alfred Hospital, Melbourne, Victoria, Australia.,National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia
| | - Adam Bystrzycki
- National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia.,Emergency and Trauma Centre, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Louise Niggemeyer
- Trauma Service, The Alfred Hospital, Melbourne, Victoria, Australia.,National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia
| | - Simon Hendel
- Trauma Service, The Alfred Hospital, Melbourne, Victoria, Australia.,National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia.,Anaesthetics and Perioperative Medicine, Monash University, Melbourne, Victoria, Australia
| | - Biswadev Mitra
- National Trauma Research Institute, Monash University, Melbourne, Victoria, Australia.,Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Emergency and Trauma Centre, The Alfred Hospital, Melbourne, Victoria, Australia.,Department of Community Emergency Health and Paramedic Practice, Monash University, Melbourne, Victoria, Australia
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