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Jávor P, Donka T, Solli HS, Sándor L, Baráth B, Perényi D, Mohácsi Á, Török L, Hartmann P. Could exhaled methane be used as a possible indicator for hemodynamic changes in trauma induced hemorrhagic shock? Scientific basis supported by a case study. Injury 2024; 55 Suppl 3:111456. [PMID: 39300623 DOI: 10.1016/j.injury.2024.111456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 02/14/2024] [Accepted: 02/25/2024] [Indexed: 09/22/2024]
Abstract
INTRODUCTION Identification of severe blood loss and hemorrhagic shock in polytrauma patients poses a key challenge for trauma teams across the world, as there are just a few objective parameters, on which clinicians can rely. We investigated the relationship between exhaled air methane (CH4) concentration and blood loss in a polytrauma patient. Decreased blood flow in the superior mesenteric artery (SMA) is one of the first compensatory responses to blood loss. Gases produced by the anaerobic flora of the intestinal segment supplied by the SMA are the primary source of exhaled CH4, which diffuses through the intestinal microvessels into the circulation and is finally eliminated through the lungs. We hypothesized that diminution of exhaled CH4 indicates blood loss and tested our theory in a severely injured patient. METHODS Exhaled CH4 concentrations of a severely injured patient were measured using a photoacoustic spectroscope (PAS) attached to the exhalation side of the breathing circuit. The primary objective was to investigate the relationship between exhaled CH4 and conventional indicators of hemorrhage including hemoglobin (Hb) levels, base deficit (BD) values and vital parameters (heart rate and systolic blood pressure) in the early phase of in-hospital care (first 4 h). RESULTS A severely injured patient was admitted with unstable hemodynamic parameters and incomplete left lower limb amputation, (Injury Severity Score: 38, 74/36 mmHg, 76 bpm). At the time of arrival, considerably lower CH4 levels were detected (22,800 PAU) in the exhaled air. During the first 4 h fluid and massive blood resuscitation, the exhaled CH4 levels were continuously rising in parallel with Htc and Hb values. Corresponding to these changes, BD values displayed a decreasing tendency. DISCUSSION Our study was conducted to characterize the changes in exhaled air CH4 concentration in response to hemorrhagic shock and to provide data on a viable clinical use of an experimental technique. According to our results, the real-time detection of exhaled air CH4 concentration is an applicable and promising technique for the early detection of bleeding and hemorrhagic shock in severely injured patients. Further research on large sample size and refinement of the PAS technique is required.
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Affiliation(s)
- Péter Jávor
- Department of Traumatology, University of Szeged, Szeged, Hungary, Semmelweis street 6., Szeged, 6725 Hungary
| | - Tibor Donka
- National Academy of Scientist Education, Pacsirta str 31., Szeged, 6724 Hungary
| | - Hanne Sofie Solli
- Department of Traumatology, University of Szeged, Szeged, Hungary, Semmelweis street 6., Szeged, 6725 Hungary
| | - Lilla Sándor
- Department of Traumatology, University of Szeged, Szeged, Hungary, Semmelweis street 6., Szeged, 6725 Hungary
| | - Bálint Baráth
- Department of Traumatology, University of Szeged, Szeged, Hungary, Semmelweis street 6., Szeged, 6725 Hungary; Doctoral School of Multidisciplinary Medical Sciences, University of Szeged, Szeged, Hungary, Dóm square 9., Szeged, 6720 Hungary
| | - Domonkos Perényi
- National Academy of Scientist Education, Pacsirta str 31., Szeged, 6724 Hungary
| | - Árpád Mohácsi
- MTA - SZTE Research Group on Photoacoustic Spectroscopy, University of Szeged, Szeged Hungary, Dóm tér 9., Szeged, 6720 Hungary
| | - László Török
- Department of Traumatology, University of Szeged, Szeged, Hungary, Semmelweis street 6., Szeged, 6725 Hungary; Department of Sports Medicine, University of Szeged, Szeged, Hungary, Semmelweis utca 6., Szeged, 6725 Hungary
| | - Petra Hartmann
- Department of Traumatology, University of Szeged, Szeged, Hungary, Semmelweis street 6., Szeged, 6725 Hungary.
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Di Filippo S, Messina A, Pelosi P, Robba C. Eight rules for the haemodynamic management of traumatic brain-injured patients. EUROPEAN JOURNAL OF ANAESTHESIOLOGY AND INTENSIVE CARE 2023; 2:e0029. [PMID: 39917068 PMCID: PMC11783677 DOI: 10.1097/ea9.0000000000000029] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/09/2025]
Abstract
Traumatic brain injury (TBI), a leading cause of death and poor neurological outcomes in trauma patients, is a primary cause of severe disability among survivors and a major public health burden globally. Optimal haemodynamic management is a keystone of care in avoiding secondary brain injury, and contributes to minimising mortality and morbidity. Although some important progress has been achieved, a paucity of high-quality recommendations still exists. The purpose of this article is to review the current knowledge on TBI-associated haemodynamic tenets, in order to summarise the most important aspects of this heterogeneous and complex field.
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Affiliation(s)
- Simone Di Filippo
- From the Department of Biotechnology and Sciences of Life, Anesthesia and Intensive Care, ASST Sette Laghi, University of Insubria, Varese (SDF), IRCCS Humanitas Research Hospital, Via Alessandro Manzoni, Rozzano (AM), Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan (AM), IRCCS Ospedale Policlinico San Martino (PP, CR) and Department of Surgical Sciences and Integrated Diagnostics, DISC, University of Genoa, Genoa, Italy (PP, CR)
| | - Antonio Messina
- From the Department of Biotechnology and Sciences of Life, Anesthesia and Intensive Care, ASST Sette Laghi, University of Insubria, Varese (SDF), IRCCS Humanitas Research Hospital, Via Alessandro Manzoni, Rozzano (AM), Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan (AM), IRCCS Ospedale Policlinico San Martino (PP, CR) and Department of Surgical Sciences and Integrated Diagnostics, DISC, University of Genoa, Genoa, Italy (PP, CR)
| | - Paolo Pelosi
- From the Department of Biotechnology and Sciences of Life, Anesthesia and Intensive Care, ASST Sette Laghi, University of Insubria, Varese (SDF), IRCCS Humanitas Research Hospital, Via Alessandro Manzoni, Rozzano (AM), Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan (AM), IRCCS Ospedale Policlinico San Martino (PP, CR) and Department of Surgical Sciences and Integrated Diagnostics, DISC, University of Genoa, Genoa, Italy (PP, CR)
| | - Chiara Robba
- From the Department of Biotechnology and Sciences of Life, Anesthesia and Intensive Care, ASST Sette Laghi, University of Insubria, Varese (SDF), IRCCS Humanitas Research Hospital, Via Alessandro Manzoni, Rozzano (AM), Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan (AM), IRCCS Ospedale Policlinico San Martino (PP, CR) and Department of Surgical Sciences and Integrated Diagnostics, DISC, University of Genoa, Genoa, Italy (PP, CR)
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Jávor P, Donka T, Horváth T, Sándor L, Török L, Szabó A, Hartmann P. Impairment of Mesenteric Perfusion as a Marker of Major Bleeding in Trauma Patients. J Clin Med 2023; 12:jcm12103571. [PMID: 37240677 DOI: 10.3390/jcm12103571] [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: 04/21/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 05/28/2023] Open
Abstract
The majority of potentially preventable mortality in trauma patients is related to bleeding; therefore, early recognition and effective treatment of hemorrhagic shock impose a cardinal challenge for trauma teams worldwide. The reduction in mesenteric perfusion (MP) is among the first compensatory responses to blood loss; however, there is no adequate tool for splanchnic hemodynamic monitoring in emergency patient care. In this narrative review, (i) methods based on flowmetry, CT imaging, video microscopy (VM), measurement of laboratory markers, spectroscopy, and tissue capnometry were critically analyzed with respect to their accessibility, and applicability, sensitivity, and specificity. (ii) Then, we demonstrated that derangement of MP is a promising diagnostic indicator of blood loss. (iii) Finally, we discussed a new diagnostic method for the evaluation of hemorrhage based on exhaled methane (CH4) measurement. Conclusions: Monitoring the MP is a feasible option for the evaluation of blood loss. There are a wide range of experimentally used methodologies; however, due to their practical limitations, only a fraction of them could be integrated into routine emergency trauma care. According to our comprehensive review, breath analysis, including exhaled CH4 measurement, would provide the possibility for continuous, non-invasive monitoring of blood loss.
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Affiliation(s)
- Péter Jávor
- Department of Traumatology, University of Szeged, H-6725 Szeged, Hungary
| | - Tibor Donka
- Department of Traumatology, University of Szeged, H-6725 Szeged, Hungary
| | - Tamara Horváth
- Institute of Surgical Research, University of Szeged, H-6724 Szeged, Hungary
| | - Lilla Sándor
- Department of Traumatology, University of Szeged, H-6725 Szeged, Hungary
| | - László Török
- Department of Traumatology, University of Szeged, H-6725 Szeged, Hungary
- Department of Sports Medicine, University of Szeged, H-6725 Szeged, Hungary
| | - Andrea Szabó
- Institute of Surgical Research, University of Szeged, H-6724 Szeged, Hungary
| | - Petra Hartmann
- Department of Traumatology, University of Szeged, H-6725 Szeged, Hungary
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Jávor P, Rárosi F, Horváth T, Török L, Varga E, Hartmann P. Detection of exhaled methane levels for monitoring trauma-related haemorrhage following blunt trauma: study protocol for a prospective observational study. BMJ Open 2022; 12:e057872. [PMID: 35793921 PMCID: PMC9260765 DOI: 10.1136/bmjopen-2021-057872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Early recognition and effective treatment of internal bleeding impose a cardinal challenge for trauma teams. The reduction of the superior mesenteric artery (SMA) blood flow is among the first compensatory responses to blood loss, thus being a promising candidate as a diagnostic tool for occult haemorrhage. Unfortunately, methods for monitoring the SMA flow have not been elaborated to date. Nevertheless, animal experiments suggest that exhaled methane (CH4) levels correspond to the SMA perfusion. We hypothesise that real-time detection of CH4 concentrations in the exhaled air is an applicable technique for the early recognition of haemorrhage in severely injured patients. We also hypothesise that exhaled CH4 levels reflect the volume of blood loss more accurately than conventional markers of blood loss and shock such as shock index, haemoglobin, base deficit, lactate, end-tidal carbon dioxide and sublingual microcirculatory indices. METHODS AND ANALYSIS One hundred and eleven severely injured (Injury Severity Score ≥16), intubated, bleeding patients sustaining blunt trauma will be included in this prospective observational study. Blood loss will be detected with CT and estimated with CT-linked radiologic software. Exhaled CH4 concentrations will be monitored by attaching a near-infrared laser technique-based photoacoustic spectroscopy apparatus to the exhalation outlet of the ventilator on patient arrival. The primary outcome is the volume of blood loss. Need for massive transfusion and 24-hour mortality will constitute secondary outcomes. The relation of exhaled CH4 to study outcomes and its performance in predicting blood loss in comparison with conventional shock markers and microcirculatory indices will be tested. ETHICS AND DISSEMINATION Our protocol (ID: 5400/2021-SZTE) has been registered on ClinicalTrials.gov (NCT04987411) and complies with the Declaration of Helsinki and has been approved by the medical ethics committee at the University of Szeged (Ref.nr.:121/2021-SZTE RKEB). It is in data collection phase, theresults will be shared with the scientific community through publication in a peer-reviewed journal. TRIAL REGISTRATION NUMBER NCT04987411; ClinicalTrials.gov, registered on 27 July 2021.
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Affiliation(s)
- Péter Jávor
- Department of Traumatology, University of Szeged, Szeged, Hungary
| | - Ferenc Rárosi
- Department of Medical Physics and Informatics, University of Szeged, Szeged, Hungary
| | - Tamara Horváth
- Institute of Surgical Research, University of Szeged, Szeged, Hungary
| | - László Török
- Department of Traumatology, University of Szeged, Szeged, Hungary
- Department of Sports Medicine, University of Szeged, Szeged, Hungary
| | - Endre Varga
- Department of Traumatology, University of Szeged, Szeged, Hungary
| | - Petra Hartmann
- Department of Traumatology, University of Szeged, Szeged, Hungary
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The Effects of Positional Change on Hemodynamic Parameters in Spinal Immobilization. Prehosp Disaster Med 2020; 36:67-73. [PMID: 33143779 DOI: 10.1017/s1049023x20001338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
INTRODUCTION The use of a long backboard and cervical collar are commonly recommended by international guidelines for spinal immobilization, but both devices may cause several side effects. In a recent study, it was reported that spinal immobilization at 20° eliminated the decrease in pulmonary function secondary to spinal immobilization performed at 0°. Spinal immobilization at 20° is a new recommendation, but other potential effects need to be explored before it can be implemented in clinical use. STUDY OBJECTIVE Hemodynamic observation is important in the management of trauma patients. The aim of this study was to investigate the effect of spinal immobilization at a 20° position instead of 0° on hemodynamic parameters. METHODS This study included 53 healthy volunteers who underwent spinal immobilization in the supine position (00) and in an elevated position (200). Systolic arterial pressure (SAP), diastolic arterial pressure (DAP), mean arterial pressure (MAP), heart rate (HR), left ventricular outflow tract velocity time integral (LVOT-VTI), left ventricular stroke volume (LVSV), cardiac output (CO), inferior vena cava diameter inspiration (IVC diameter insp), IVC diameter expiration (IVC diameter exp), and inferior vena cava collapsibility index (IVC-CI) were measured at the 0th and 30th minutes of spinal immobilization in both positions. The data were compared for demonstrating the efficiency of both positions in spinal immobilization. RESULTS A statistically significant difference was found in the parameters of the IVC diameter (exp), IVC diameter (insp), LVOT-VTI, LVSV, and CO through the measurements starting in the 0th minute of the transition from 0° to 20° (P <.001). Delta values (∆) of hemodynamic parameters (∆IVC diameter [exp], ∆IVC diameter [insp], ∆LVOT-VTI, ∆SV, ∆CO, ∆IVC-CI, ∆MAP, ∆SAP, ∆DAP, and ∆HR) were similar in spinal immobilization at 0° and 20°. CONCLUSION The findings obtained from this study illustrate that spinal immobilization at 20° does not cause clinically significant hemodynamic changes in healthy subjects compared to spinal immobilization at 0°.
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Epstein D, Miller A, Marcusohn E, Isagara P, Klein E, Petersiel N, Neuberger A, Minha S. Utilization of non-invasive hemodynamic monitoring in resource-limiting settings - Preliminary experience. Travel Med Infect Dis 2019; 31:101401. [PMID: 30951903 DOI: 10.1016/j.tmaid.2019.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Revised: 03/30/2019] [Accepted: 04/01/2019] [Indexed: 10/27/2022]
Affiliation(s)
- Danny Epstein
- Department of Internal Medicine "B", Rambam Health Care Campus, Haifa, Israel.
| | - Asaf Miller
- Medical Intensive Care Unit, Rambam Health Care Campus, Haifa, Israel
| | - Erez Marcusohn
- Department of Internal Medicine "B", Rambam Health Care Campus, Haifa, Israel
| | | | - Erez Klein
- Department of Diagnostic Imaging, Rambam Health Care Center, Haifa, Israel
| | - Neta Petersiel
- Division of Infectious Diseases, Rambam Health Care Center, Haifa, Israel
| | - Ami Neuberger
- Department of Internal Medicine "B", Rambam Health Care Campus, Haifa, Israel; Division of Infectious Diseases, Rambam Health Care Center, Haifa, Israel; The Rappaport's Faculty of Medicine, The Technion Institute, Haifa, Israel
| | - Sa'ar Minha
- Department of Cardiology, Assaf-Harofeh Medical Center, Zerifin, Israel; Sackler School of Medicine, Tel-Aviv University, Ramat-Aviv, Israel
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Aghili S, Nikfarjam R, Khazaeipour Z, Baratloo A. Correlation of dysoxia metabolism markers with trauma scoring systems in multiple trauma patients admitted to the emergency department: A cross-sectional observational study. ARCHIVES OF TRAUMA RESEARCH 2019. [DOI: 10.4103/atr.atr_88_18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Campos-Serra A, Montmany-Vioque S, Rebasa-Cladera P, Llaquet-Bayo H, Gràcia-Roman R, Colom-Gordillo A, Navarro-Soto S. The use of the Shock Index as a predictor of active bleeding in trauma patients. Cir Esp 2018; 96:494-500. [PMID: 29778416 DOI: 10.1016/j.ciresp.2018.04.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 03/23/2018] [Accepted: 04/02/2018] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Vital signs indicate the presence of bleeding only after large amounts of blood have been lost, with high morbidity and mortality. The Shock Index (SI) is a hemorrhage indicator with a cut-off point for the risk of bleeding at 0.9. The aim of this study is to assess whether a cut-off of≥0.8 is more sensitive for detecting occult bleeding, providing for early initiation of therapeutic maneuvers. METHODS SI analytical validation study of severe trauma patients older than 16 years of age. Vital signs were recorded, and scales for predicting bleeding included: SI, Assessment of Blood Consumption score, and Pulse Rate Over Pressure score. The relationship between the SI and 5 markers for bleeding was analyzed: need for massive transfusion, angiographic embolization, surgical bleeding control, death due to hypovolemic shock, and the overall predictor «active bleeding» (defined as the presence of at least one of the 4 markers above). RESULTS Data from 1.402 trauma patients were collected prospectively over a period of 10 years. The mean Injury Severity Score was 20.9 (SD 15.8). The mortality rate was 10%. The mean SI was 0.73 (SD 0.29). «Active bleeding» was present in 18.7% of patients. The SI area under the ROC curve for «active bleeding» was 0.749. CONCLUSIONS An SI cut-off point≥0.8 is more sensitive than≥0.9 and allows for earlier initiation of resuscitation maneuvers in patients with occult active bleeding.
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Affiliation(s)
- Andrea Campos-Serra
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España.
| | - Sandra Montmany-Vioque
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Pere Rebasa-Cladera
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Heura Llaquet-Bayo
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Raquel Gràcia-Roman
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Anna Colom-Gordillo
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Salvador Navarro-Soto
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
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Harris T, Davenport R, Mak M, Brohi K. The Evolving Science of Trauma Resuscitation. Emerg Med Clin North Am 2017; 36:85-106. [PMID: 29132583 DOI: 10.1016/j.emc.2017.08.009] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
This review summarizes the evolution of trauma resuscitation from a one-size-fits-all approach to one tailored to patient physiology. The most dramatic change is in the management of actively bleeding patients, with a balanced blood product-based resuscitation approach (avoiding crystalloids) and surgery focused on hemorrhage control, not definitive care. When hemostasis has been achieved, definitive resuscitation to restore organ perfusion is initiated. This approach is associated with decreased mortality, reduced duration of stay, improved coagulation profile, and reduced crystalloid/vasopressor use. This article focuses on the tools and methods used for trauma resuscitation in the acute phase of trauma care.
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Affiliation(s)
- Tim Harris
- Emergency Medicine, Barts Health NHS Trust, Queen Mary University of London, London, UK
| | - Ross Davenport
- Trauma Sciences, Blizard Institute, Queen Mary University of London, London, UK
| | - Matthew Mak
- Emergency Medicine, Barts Health NHS Trust, London, UK
| | - Karim Brohi
- Trauma and Neuroscience, Blizard Institute, Queen Mary University of London, London E1 2AT, UK; London's Air Ambulance, Barts Health NHS Trust, London, UK.
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Brotfain E, Klein Y, Toledano R, Koyfman L, Frank D, Shamir MY, Klein M. Urine flow rate monitoring in hypovolemic multiple trauma patients. World J Emerg Surg 2017; 12:41. [PMID: 28828035 PMCID: PMC5563012 DOI: 10.1186/s13017-017-0152-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Accepted: 08/08/2017] [Indexed: 11/10/2022] Open
Abstract
Background The urine output is an important clinical parameter of renal function and blood volume status, especially in critically ill multiple trauma patients. In the present study, the minute-to-minute urine flow rate and its variability were analyzed in hypotensive multiple trauma patients during the first 6 h of their ICU (intensive care unit) stay. These parameters have not been previously reported. Methods The study was retrospective and observational. Demographic and clinical data were extracted from the computerized Register Information Systems. A total of 59 patients were included in the study. The patients were divided into two study groups. Group 1 consisted of 29 multiple trauma patients whose systolic blood pressure was greater than 90 mmHg on admission to the ICU and who were consequently deemed to be hemodynamically compromised. Group 2 consisted of 30 patients whose systolic blood pressure was less than 90 mmHg on admission to the ICU and who were therefore regarded as hemodynamically uncompromised. Results The urine output and urine flow rate variability during the first 6 h of the patients’ ICU stay was significantly lower in group 2 than in group 1 (p < 0.001 and 0.006 respectively). Statistical analysis by the Pearson method demonstrated a strong direct correlation between decreased urine flow rate variability and decreased urine output per hour (R = 0.17; P = 0.009), decreased mean arterial blood pressure (R = 0.24; p = 0.001), and increased heart rate (R = 0.205; p = 0.001). Conclusion These findings suggest that minute-to-minute urine flow rate variability is a reliable incipient marker of hypovolemia and that it should therefore take its place among the parameters used to monitor the hemodynamic status of critically ill multiple trauma patients.
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Affiliation(s)
- Evgeni Brotfain
- Department of Anesthesiology and Critical Care, General Intensive Care Unit, Soroka Medical Center, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Yoram Klein
- Trauma unit, Sheba Medical Center, Tel Aviv University, Tel Aviv, Israel
| | - Ronen Toledano
- Clinical Research Center, Soroka Medical Center, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Leonid Koyfman
- Department of Anesthesiology and Critical Care, General Intensive Care Unit, Soroka Medical Center, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Dmitry Frank
- Department of Anesthesiology and Critical Care, General Intensive Care Unit, Soroka Medical Center, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Micha Y Shamir
- Department of Anesthesiology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Moti Klein
- Department of Anesthesiology and Critical Care, General Intensive Care Unit, Soroka Medical Center, Ben-Gurion University of the Negev, Beer Sheva, Israel
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