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Eskesen TO, Almstrup K, Elgaard L, Arleth T, Lassen ML, Creutzburg A, Jensen AH, Breindahl N, Dinesen F, Vang M, Sørensen E, Paulsen AW, Nielsen T, Rasmussen LS, Sillesen M, Steinmetz J. Severe traumatic injury is associated with profound changes in DNA methylation. NPJ Genom Med 2024; 9:53. [PMID: 39487175 DOI: 10.1038/s41525-024-00438-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 09/25/2024] [Indexed: 11/04/2024] Open
Abstract
Whether DNA methylation changes follow human physical trauma is uncertain. We aimed to investigate if severe trauma was associated with DNA methylation changes. In a prospective, observational, clinical study, we included severely injured adults and adults undergoing elective surgery (controls). Blood was obtained from trauma patients (n = 60) immediately- and 30-45 days post-trauma, and from surgical patients (n = 57) pre-, post-, and 30-45 days post-surgery. Epigenome-wide DNA methylation profiling was performed and analyzed for significant differentially methylated CpGs and -regions (DMRs) within and between groups. Within the trauma group we identified 10,126 significant differentially methylated CpGs and 1169 DMRs. No significant differential methylation was found in the surgical group. In the trauma group, differentially methylated sites were enriched in genes and pathways involved in blood coagulation and inflammatory response. Severe trauma was associated with profound alterations in the DNA methylome of circulating leucocytes, and differential methylation was located in trauma-relevant genes.
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Affiliation(s)
- Trine O Eskesen
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark.
| | - Kristian Almstrup
- Department of Growth and Reproduction, Rigshospitalet, Copenhagen, Denmark
- Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Laurits Elgaard
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Tobias Arleth
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Mathilde L Lassen
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Andreas Creutzburg
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Alice Herrlin Jensen
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Niklas Breindahl
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Felicia Dinesen
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Malene Vang
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
| | - Erik Sørensen
- Department of Clinical Immunology, Section 2034, Rigshospitalet, Copenhagen, Denmark
| | | | - Tatiana Nielsen
- Department of Anesthesia, Pain, and Respiratory Support, Rigshospitalet Glostrup, Glostrup, Denmark
| | - Lars S Rasmussen
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Martin Sillesen
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Organ Surgery and Transplantation, Rigshospitalet, Copenhagen, Denmark
- Center for Surgical Translational and Artificial Intelligence Research, 2100 Rigshospitalet, Copenhagen, Denmark
| | - Jacob Steinmetz
- Department of Anesthesia, Section 6011, Center of Head and Orthopedics, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Danish Air Ambulance, Aarhus, Denmark
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Næss I, Døving M, Galteland P, Skaga NO, Eken T, Helseth E, Ramm-Pettersen J. Bicycle helmets are associated with fewer and less severe head injuries and fewer neurosurgical procedures. Acta Neurochir (Wien) 2024; 166:398. [PMID: 39379615 PMCID: PMC11461757 DOI: 10.1007/s00701-024-06294-6] [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: 08/20/2024] [Accepted: 09/28/2024] [Indexed: 10/10/2024]
Abstract
PURPOSE This study explores the protective capabilities of bicycle helmets on serious head injury among bicyclists hospitalized in a Norwegian level 1 trauma centre. METHOD Information on helmet use, demographic variables, Abbreviated Injury Scale (AIS) and surgical procedure codes was retrieved from the Oslo University Hospital Trauma Registry for patients with bicycle-related injuries from 2005 through 2016. Outcomes were serious head injury defined as maximum AIS severity score ≥ 3 in the AIS region Head, any cranial neurosurgical procedure, and 30-day mortality. RESULTS A total of 1256 hospitalized bicyclists were included. The median age was 41 years (quartiles 26-53), 73% were male, 5.3% had severe pre-injury comorbidities, and 54% wore a helmet at the time of injury. Serious head injury occurred in 30%, 9% underwent a cranial neurosurgical procedure, and 30-day mortality was 2%. Compared to non-helmeted bicyclists, helmeted bicyclists were older (43 years, quartiles 27-54, vs. 38 years, quartiles 23-53, p = 0.05), less often crashed during night-time (21% vs. 38%, p < 0.001), less frequently had serious head injury (22% vs. 38%, OR 0.29, 95% CI 0.22-0.39), and less often underwent cranial neurosurgery (6% vs. 14%, OR 0.36, 95% CI 0.24-0.54). No statistically significant difference in 30-day mortality between the two groups was found (1.5% vs. 2.9%, OR 0.50, 95% CI 0.22-1.11). CONCLUSION Helmet use was associated with fewer and less severe head injuries and fewer neurosurgical procedures. This adds evidence to the protective capabilities of bicycle helmets.
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Affiliation(s)
- Ingar Næss
- Department of Neurosurgery, Oslo University Hospital Ullevål, Nydalen, PO Box 4956, NO-0424, Oslo, Norway.
- Department of Surgery/Orthopaedics, Finnmark Health Trust, Hammerfest, Norway.
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Mats Døving
- Department of Maxillofacial Surgery, Oslo University Hospital Ullevål, Oslo, Norway
- Institute of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Pål Galteland
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Maxillofacial Surgery, Oslo University Hospital Ullevål, Oslo, Norway
| | - Nils Oddvar Skaga
- Department of Anaesthesiology and Intensive Care Medicine, Oslo University Hospital Ullevål, Oslo, Norway
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
| | - Torsten Eken
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Anaesthesiology and Intensive Care Medicine, Oslo University Hospital Ullevål, Oslo, Norway
| | - Eirik Helseth
- Department of Neurosurgery, Oslo University Hospital Ullevål, Nydalen, PO Box 4956, NO-0424, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Jon Ramm-Pettersen
- Department of Neurosurgery, Oslo University Hospital Ullevål, Nydalen, PO Box 4956, NO-0424, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
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Chen JM, Su YC, Cheng CY, Chang CJ, Hsu LM, Shin SD, Jamaluddin SF, Ramakrishnan TV, Tanaka H, Khruekarnchana P, Son DN, Chiang WC, Sun JT. Association Between Admission Systolic Blood Pressure and Outcomes in Patients with Isolated Traumatic Brain Injury: A Cross-National Multicenter Cohort Study. J Neurotrauma 2024. [PMID: 39264870 DOI: 10.1089/neu.2023.0392] [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: 09/14/2024] Open
Abstract
The optimal prehospital blood pressure in patients following traumatic brain injury (TBI) remains controversial. We aimed to assess the association between the systolic blood pressure (SBP) at emergency department triage and patient outcomes following isolated moderate-to-severe TBI. We conducted a cross-national multicenter retrospective cohort study using the Pan-Asia Trauma Outcomes Study database from January 1, 2016, to November 30, 2018. The enrollees were adult patients with isolated moderate-to-severe TBI defined by the International Classification of Diseases code, a Glasgow Coma Scale (GCS) <13 at triage, and a nonhead Abbreviated Injury Scale ≤3. The studied variables were SBPs at triage categorized into different ranges. The primary outcome was 30-day mortality, and the secondary outcome was poor functional status at hospital discharge defined by the modified Rankin Scale ≥4. Multivariable logistic regression was applied to adjust for confounders including country, sex, age, mechanism of injury, prehospital vascular access, respiratory rate, GCS, oxygen saturation, intubation, Injury Severity Score, head surgery, intensive care unit admission, and length of hospital stay. Subgroup analyses were performed on different severity of TBI. A total of 785 patients (median age, 42 years; male patients 77.5%; mean SBP at triage, 136.3 ± 33.1 mmHg) were included in the primary analysis. The lowest 30-day mortality rate existed in patients with SBP of 100-119 mmHg. Taking it as baseline, the adjusted odds ratios (aORs) and 95% confidence intervals (CIs) of SBP <100 mmHg, 120-139 mmHg, 140-159 mmHg, and ≥160 mmHg were 7.05 (2.51-19.78), 3.14 (1.14-8.65), 2.91 (1.04-8.17), and 3.28 (1.14-9.42). As for the secondary outcome, the aORs and 95% CIs were 1.36 (0.68-2.68) of <100 mmHg, 0.99 (0.57-1.70) of 120-139 mmHg, 1.23 (0.67-2.25) of 140-159 mmHg, and 1.52 (0.78-2.95) of ≥160 mmHg. Subgroup analyses revealed trends of the best outcomes in both moderate and severe TBI patients with SBP 100-119 mmHg, whereas statistical significance appeared only in patients with severe TBI. SBP of 110-119 mmHg at triage is associated with the lowest 30-day mortality in patients following isolated moderate-to-severe TBI and possibly related to a better functional outcome.
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Affiliation(s)
- Jie-Ming Chen
- Department of Emergency Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Yu-Chia Su
- Department of Emergency Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Chiao-Yin Cheng
- Graduate Institute of Applied Science and Engineering, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Chih-Jung Chang
- Department of Emergency Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Li-Min Hsu
- Department of Traumatology and Critical Care, National Taiwan University Hospital, Taipei City, Taiwan
| | - Sang Do Shin
- Department of Emergency Medicine, Seoul National University College of Medicine and Hospital, Jongno-gu, Korea
| | | | | | - Hideharu Tanaka
- Department of Emergency Medical System, Graduate School of Kokushikan University, Tokyo, Japan
| | | | - Do Ngoc Son
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Vietnam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
| | - Wen-Chu Chiang
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Emergency Medicine, National Taiwan University Hospital, Douliu City, Taiwan
| | - Jen-Tang Sun
- Department of Emergency Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
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Aalberg I, Nordseth T, Klepstad P, Rosseland LA, Uleberg O. Incidence, severity and changes of abnormal vital signs in trauma patients: A national population-based analysis. Injury 2024:111884. [PMID: 39327112 DOI: 10.1016/j.injury.2024.111884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 08/28/2024] [Accepted: 09/12/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Physiological criteria are used to assess the potential severity of injury in the early phase of a trauma patient's care trajectory. Few studies have described the extent of abnormality in vital signs and different combinations of these at a national level. Aim of the study was to identify physiologic abnormalities in trauma patients and describe different combinations of abnormalities and changes between the pre-hospital and emergency department (ED) settings. METHOD Norwegian Trauma Registry (NTR) data between 01.01.15 - 31.12.18, where evaluated on the prevalence and characteristics of abnormal physiologic variables. Primary outcome were rates of hypoventilation (respiratory rate [RR] < 10 breaths per min), hyperventilation (RR > 29 breaths per min), hypotension (systolic blood pressure [SBP] < 90 mmHg), and reduced level of consciousness (Glasgow Coma Scale [GCS] < 13). RESULTS A total of 24,482 patients were included. Documented values for RR, SBP and GCS were 77.6%, 78.5% and 81.9% in the pre-hospital phase, and the corresponding percentages in the ED were 95.5%, 99.2% and 98.6%, respectively. In the pre-hospital phase, 3,615 (14.8%) patients had at least one abnormal vital sign, whereas the corresponding numbers in the ED, were 3,616 (14.8%) patients. The most frequent combination was low GCS and hyperventilation. A worsened RTS-score from pre-hospital phase to the ED was observed for RR, SBP and GCS in 3.9%, 1.2% and 1.9% of incidents, respectively. Overall 30-day mortality was 3.1% (n=752). Of these, 60.8% had abnormal vital signs, with decreased GCS as the most prevalent (61.3%). CONCLUSION Most trauma patients had normal vital signs. According to the RTS-score, there were few deteriorations in RR, SBP and GCS between pre-hospital phase and the ED. The most frequent abnormality was low GCS, with a higher proportion in those who died within 30 days.
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Affiliation(s)
- Ingrid Aalberg
- Department of Circulation and Imaging, Faculty of Medicine and Health Science, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway.
| | - Trond Nordseth
- Department of Circulation and Imaging, Faculty of Medicine and Health Science, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway; Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway; Department of Anesthesia and Intensive Care, St. Olav`s University Hospital, NO-7006 Trondheim, Norway.
| | - Pål Klepstad
- Department of Circulation and Imaging, Faculty of Medicine and Health Science, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway; Department of Anesthesia and Intensive Care, St. Olav`s University Hospital, NO-7006 Trondheim, Norway.
| | - Leiv Arne Rosseland
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, NO-0318 Oslo, Norway.
| | - Oddvar Uleberg
- Department of Circulation and Imaging, Faculty of Medicine and Health Science, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway; Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway; Department of Emergency Medicine and Pre-hospital Services, St. Olav's University Hospital, NO-7006 Trondheim, Norway.
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Granström A, Schandl A, Mårtensson J, Strömmer L. Using the GAP score as a complement to the NISS score in identifying severely injured patients- A registry-based cohort study of adult trauma patients in Sweden. Injury 2024; 55:111709. [PMID: 38969590 DOI: 10.1016/j.injury.2024.111709] [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: 12/22/2023] [Revised: 05/27/2024] [Accepted: 06/23/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND New Injury Severity Score (NISS) and Glasgow Coma Scale, Age and Pressure (GAP) scoring systems have cutoffs to define severe injury and identify high-risk patients. This is important in trauma quality monitoring and improvement. The overall aim was to explore if GAP scoring system can be a complement or an alternative to the traditional NISS scoring system. METHODS Adults exposed to trauma between 2017 and 2021 were included in the study, using data from The Swedish Trauma Registry. The performance of NISS and GAP scores in predicting mortality, and ICU admissions were assessed using the area under the receiver operator characteristics (AUROC) in all patients and in subgroups (blunt, penetrating trauma and older (≥65 years) trauma patients). Patients were classified as severely injured by NISS >15 as Severely Injured NISS (SIN) or with a high-risk for mortality, by GAP 3-18 as High Risk GAP (HRG). Undertriage was calculated based on the cutoffs HRG and SIN. RESULTS Overall, 37,017 patients were included. The AUROC (95 % CI) for mortality using NISS was 0.84 (0.83-0.85) and for GAP 0.92 (0.91-0.93) (p-value <0.001), the AUROC (95 % CI) for ICU-admissions was 0.82 (0.82-0.83) using NISS and for GAP 0.70 (0.70-0.71) p-value <0.001, in the overall cohort. In older patients the AUROC (95 % CI) for mortality was 0.76 (0.75-0.78) using NISS and 0.79 (0.78-0.81) using GAP, p-value <0.001. Overall, 8,572 (23.2 %) and 2,908 (7.9 %) were classified as SIN and HRG, respectively, with mortality rates of 13.7 % and 34.3 %. In the HRG group low-energy falls dominated and in the SIN group most patients were exposed to MVCs. In the SIN and HRG groups the rate of Emergency Trauma Interventions according to Utstein guidelines (ETIU) and ICU admission was 14.0 vs 9.5 % and 47.0 vs 62.5 % respectively. CONCLUSION Our findings suggest that the GAP score and its cutoff 3-18 can be used to define severe trauma as complement to NISS >15 and can be a valuable tool in trauma quality monitoring and improvement. However, both scoring systems were less accurate in predicting mortality for the older trauma patients and should be explored further.
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Affiliation(s)
- Anna Granström
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.
| | - Anna Schandl
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden; Department of Anesthesia and intensive care, Södersjukhuset, Stockholm, Sweden
| | - Johan Mårtensson
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Lovisa Strömmer
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
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Arbizu Fernández E, Galbete Jimenez A, Belzunegui Otano T, Fortún Moral M, Echarri Sucunza A. [Analysis of serious trauma injury patterns in Navarre (Spain) (2010-2019)]. An Sist Sanit Navar 2024; 47:e1085. [PMID: 39223961 PMCID: PMC11409568 DOI: 10.23938/assn.1085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
BACKGROUND The aim of this study is to describe major trauma cases in Navarre and analyze differences based on mortality groups, sex, and mode of injury. METHODS Cross-sectional study of major traumas (severity =3) registered in Navarre between 2010 and 2019. We analyzed the type of trauma, intentionality, the mode of injury, and the affected anatomical area. The odds ratio for major trauma associated with different variables was calculated. RESULTS The study included 2,609 patients; mean age was 54.7 years (0-101) and 70.9% were male. A predominance of accidental (84%) / blunt (94.7%) major traumas was recorded, primarily resulting from falls (46.5%) and car accidents (18.4%). Women experienced more falls and pedestrian accidents, while men had more motorcycle, bicycle, knife/firearm accidents, and contusions. Most major traumas affected the head and thorax. Head trauma was significantly more common in deceased individuals and women, while thoracic trauma was more frequent in patients who died on-site and in men. Head injuries were caused by falls from low heights and firearms, whereas thoracic injuries resulted from car accidents and falls from height. The risk of major trauma decreased with age; deceased patients were between two and three times more likely to present lesions in all anatomical areas. CONCLUSIONS Gender differences are observed in intentionality, type, and mode of injury. Head and thoracic injuries are potentially life-threatening and abdominal and extremity/pelvic ring injuries are associated with early deaths. This suggests that the extent and severity of these injuries complicate treatment and management.
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Affiliation(s)
- Eider Arbizu Fernández
- Servicio Navarro de Salud-Osasunbidea. Hospital Universitario de Navarra. Servicio de Urgencias Generales. Pamplona. España.
| | | | - Tomás Belzunegui Otano
- Servicio Navarro de Salud-Osasunbidea. Hospital Universitario de Navarra. Servicio de Urgencias Generales. Pamplona. España.
| | - Mariano Fortún Moral
- Servicio Navarro de Salud-Osasunbidea. Gerencia de Atención Primaria. Subdirección de Urgencias de Navarra y Dirección Técnica de la Atención a la Urgencia Vital. Navarra. España..
| | - Alfredo Echarri Sucunza
- Servicio Navarro de Salud-Osasunbidea. Gerencia de Atención Primaria. Subdirección de Urgencias de Navarra y Dirección Técnica de la Atención a la Urgencia Vital. Navarra. España.
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Bray JE, Grasner JT, Nolan JP, Iwami T, Ong MEH, Finn J, McNally B, Nehme Z, Sasson C, Tijssen J, Lim SL, Tjelmeland I, Wnent J, Dicker B, Nishiyama C, Doherty Z, Welsford M, Perkins GD. Cardiac Arrest and Cardiopulmonary Resuscitation Outcome Reports: 2024 Update of the Utstein Out-of-Hospital Cardiac Arrest Registry Template. Circulation 2024; 150:e203-e223. [PMID: 39045706 DOI: 10.1161/cir.0000000000001243] [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] [Indexed: 07/25/2024]
Abstract
The Utstein Out-of-Hospital Cardiac Arrest Resuscitation Registry Template, introduced in 1991 and updated in 2004 and 2015, standardizes data collection to enable research, evaluation, and comparisons of systems of care. The impetus for the current update stemmed from significant advances in the field and insights from registry development and regional comparisons. This 2024 update involved representatives of the International Liaison Committee on Resuscitation and used a modified Delphi process. Every 2015 Utstein data element was reviewed for relevance, priority (core or supplemental), and improvement. New variables were proposed and refined. All changes were voted on for inclusion. The 2015 domains-system, dispatch, patient, process, and outcomes-were retained. Further clarity is provided for the definitions of out-of-hospital cardiac arrest attended resuscitation and attempted resuscitation. Changes reflect advancements in dispatch, early response systems, and resuscitation care, as well as the importance of prehospital outcomes. Time intervals such as emergency medical service response time now emphasize precise reporting of the times used. New flowcharts aid the reporting of system effectiveness for patients with an attempted resuscitation and system efficacy for the Utstein comparator group. Recognizing the varying capacities of emergency systems globally, the writing group provided a minimal dataset for settings with developing emergency medical systems. Supplementary variables are considered useful for research purposes. These revisions aim to elevate data collection and reporting transparency by registries and researchers and to advance international comparisons and collaborations. The overarching objective remains the improvement of outcomes for patients with out-of-hospital cardiac arrest.
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Holtenius J, Mosfeldt M, Enocson A, Berg HE. Prediction of mortality among severely injured trauma patients A comparison between TRISS and machine learning-based predictive models. Injury 2024; 55:111702. [PMID: 38936227 DOI: 10.1016/j.injury.2024.111702] [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: 04/13/2024] [Revised: 06/13/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND Given the huge impact of trauma on hospital systems around the world, several attempts have been made to develop predictive models for the outcomes of trauma victims. The most used, and in many studies most accurate predictive model, is the "Trauma Score and Injury Severity Score" (TRISS). Although it has proven to be fairly accurate and is widely used, it has faced criticism for its inability to classify more complex cases. In this study, we aimed to develop machine learning models that better than TRISS could predict mortality among severely injured trauma patients, something that has not been studied using data from a nationwide register before. METHODS Patient data was collected from the national trauma register in Sweden, SweTrau. The studied period was from the 1st of January 2015 to 31st of December 2019. After feature selection and multiple imputation of missing data three machine learning (ML) methods (Random Forest, eXtreme Gradient Boosting, and a Generalized Linear Model) were used to create predictive models. The ML models and TRISS were then tested on predictive ability for 30-day mortality. RESULTS The ML models were well-calibrated and outperformed TRISS in all the tested measurements. Among the ML models, the eXtreme Gradient Boosting model performed best with an AUC of 0.91 (0.88-0.93). CONCLUSION This study showed that all the developed ML-based prediction models were superior to TRISS for the prediction of trauma mortality.
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Affiliation(s)
- Jonas Holtenius
- Department of Clinical Science, Intervention and Technology, Karolinska Institute, 14152 Stockholm, Sweden; Department of Trauma, Acute Surgery and Orthopaedics, Karolinska University Hospital, 17177 Stockholm, Sweden.
| | - Mathias Mosfeldt
- Department of Molecular Medicine and Surgery, Karolinska Institute, 17176 Stockholm, Sweden; Department of Trauma, Acute Surgery and Orthopaedics, Karolinska University Hospital, 17177 Stockholm, Sweden
| | - Anders Enocson
- Department of Molecular Medicine and Surgery, Karolinska Institute, 17176 Stockholm, Sweden; Department of Trauma, Acute Surgery and Orthopaedics, Karolinska University Hospital, 17177 Stockholm, Sweden
| | - Hans E Berg
- Department of Clinical Science, Intervention and Technology, Karolinska Institute, 14152 Stockholm, Sweden; Department of Trauma, Acute Surgery and Orthopaedics, Karolinska University Hospital, 17177 Stockholm, Sweden
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Grasner JT, Bray JE, Nolan JP, Iwami T, Ong MEH, Finn J, McNally B, Nehme Z, Sasson C, Tijssen J, Lim SL, Tjelmeland I, Wnent J, Dicker B, Nishiyama C, Doherty Z, Welsford M, Perkins GD. Cardiac arrest and cardiopulmonary resuscitation outcome reports: 2024 update of the Utstein Out-of-Hospital Cardiac Arrest Registry template. Resuscitation 2024; 201:110288. [PMID: 39045606 DOI: 10.1016/j.resuscitation.2024.110288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
Abstract
The Utstein Out-of-Hospital Cardiac Arrest Resuscitation Registry Template, introduced in 1991 and updated in 2004 and 2015, standardizes data collection to enable research, evaluation, and comparisons of systems of care. The impetus for the current update stemmed from significant advances in the field and insights from registry development and regional comparisons. This 2024 update involved representatives of the International Liaison Committee on Resuscitation and used a modified Delphi process. Every 2015 Utstein data element was reviewed for relevance, priority (core or supplemental), and improvement. New variables were proposed and refined. All changes were voted on for inclusion. The 2015 domains-system, dispatch, patient, process, and outcomes-were retained. Further clarity is provided for the definitions of out-of-hospital cardiac arrest attended resuscitation and attempted resuscitation. Changes reflect advancements in dispatch, early response systems, and resuscitation care, as well as the importance of prehospital outcomes. Time intervals such as emergency medical service response time now emphasize precise reporting of the times used. New flowcharts aid the reporting of system effectiveness for patients with an attempted resuscitation and system efficacy for the Utstein comparator group. Recognizing the varying capacities of emergency systems globally, the writing group provided a minimal dataset for settings with developing emergency medical systems. Supplementary variables are considered useful for research purposes. These revisions aim to elevate data collection and reporting transparency by registries and researchers and to advance international comparisons and collaborations. The overarching objective remains the improvement of outcomes for patients with out-of-hospital cardiac arrest.
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Holmberg L, Mani K, Linder F, Wanhainen A, Wahlgren CM, Andréasson H. Penetrating trauma on the rise- nine-year trends of severe trauma in Sweden. Eur J Trauma Emerg Surg 2024:10.1007/s00068-024-02601-z. [PMID: 39078493 DOI: 10.1007/s00068-024-02601-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 07/04/2024] [Indexed: 07/31/2024]
Abstract
PURPOSE Sweden has an established trauma system involving national trauma criteria and the Swedish trauma registry (SweTrau), since over a decade. Meanwhile, the injury panorama has evolved, with an increase in gang-related violence in the Swedish community. In this study, we aimed to investigate long-term trends in mortality, management and trauma type in two major Swedish trauma centers over a nine-year period. METHODS All trauma patients with a New Injury Score (NISS) > 15 or a Trauma Alert (TA) call during 2013-2021 were identified in the participating centers' SweTrau registries. Data were analysed regarding mortality, proportion of emergency interventions, intensive care unit (ICU) admissions, mechanism of injury and type of trauma (penetrating or blunt). To assess trends, Chi-Squared test for trend and JoinPoint regression method were used. RESULTS A total of 10,587 patients were included in the study. Mortality remained unchanged over time in patients with NISS > 15 (10.0-10.9%, p = 0.963) but increased in patients with a TA and NISS < 15 (1.3-2.7%, p = 0.005). For NISS > 15, the proportion undergoing emergency interventions was stable (53.9%-48.8%, p = 0.297) while ICU admissions declined (62.1%-45.7%, p < 0.001). Penetrating trauma increased (12.4-19.6%, p < 0.001), including knife (10.0-15.7%, p < 0.001) and gunshot wounds (2.3-3.8%, p < 0.001), whereas accidents involving motorcycles (8.8%-7.0%, p = 0.004) and pedestrians (5.3%-2.2%, p < 0.001) decreased. Assaults (both penetrating and blunt) increased from 14.7 to 21.4% (p < 0.001). CONCLUSIONS In this trend analysis at two major Swedish trauma centers during 2013-2021, penetrating trauma increased with over 50% while traffic injuries decreased. The rise in mortality in patients with a TA and NISS < 15 is concerning and requires further evaluation, as do the reduction in ICU admissions.
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Affiliation(s)
- Lina Holmberg
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.
| | - Kevin Mani
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Fredrik Linder
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Anders Wanhainen
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Carl Magnus Wahlgren
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
| | - Håkan Andréasson
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
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Markou-Pappas N, Lamine H, Ragazzoni L, Caviglia M. Key performance indicators in pre-hospital response to disasters and mass casualty incidents: a scoping review. Eur J Trauma Emerg Surg 2024:10.1007/s00068-024-02533-8. [PMID: 38990353 DOI: 10.1007/s00068-024-02533-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 04/19/2024] [Indexed: 07/12/2024]
Abstract
PURPOSE The objective of this study was to offer a comprehensive synthesis of the existing Key performance indicators (KPIs) used in the evaluation of the pre-Hospital response to disasters and mass casualty incidents (MCIs). METHODS At the end of December 2022 a scoping review has been performed on PubMed, Scopus, Embase, and Medline to identify articles describing the use of KPIs to assess the performance of first responders during the prehospital phase of an MCI (real or simulated). Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, fourteen articles were included in the analysis. RESULTS Eleven articles applied indicators in exercises and/or simulations. Two articles proposed new KPIs, and one used KPIs for developing a model for benchmarking pre-Hospital response. All articles analyzed quantitative indicators of time, whereas two studied indicators of structure, of process, and of outcome as well. CONCLUSION The findings from this review emphasize the need for employing common terminology and using uniformed data collection tools, if obtaining standardized evaluation method is the goal to be achieved.
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Affiliation(s)
- Nikolaos Markou-Pappas
- CRIMEDIM - Center for Research and Training in Disaster Medicine, Humanitarian Aid and Global Health, Università del Piemonte Orientale, via Bernardino Lanino, 1, 28100, Novara, Italy.
- Department of Translational Medicine, Università del Piemonte Orientale, 28100, Novara, Italy.
| | - Hamdi Lamine
- CRIMEDIM - Center for Research and Training in Disaster Medicine, Humanitarian Aid and Global Health, Università del Piemonte Orientale, via Bernardino Lanino, 1, 28100, Novara, Italy
- Department for Sustainable Development and Ecological Transition, Università del Piemonte Orientale, 13100, Vercelli, Italy
| | - Luca Ragazzoni
- CRIMEDIM - Center for Research and Training in Disaster Medicine, Humanitarian Aid and Global Health, Università del Piemonte Orientale, via Bernardino Lanino, 1, 28100, Novara, Italy
- Department for Sustainable Development and Ecological Transition, Università del Piemonte Orientale, 13100, Vercelli, Italy
| | - Marta Caviglia
- CRIMEDIM - Center for Research and Training in Disaster Medicine, Humanitarian Aid and Global Health, Università del Piemonte Orientale, via Bernardino Lanino, 1, 28100, Novara, Italy
- Department of Translational Medicine, Università del Piemonte Orientale, 28100, Novara, Italy
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12
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Sødal HF, Nordseth T, Rasmussen AJO, Rosseland LA, Stenehjem JS, Gran JM, Helseth E, Taubøll E. Risk of epilepsy after traumatic brain injury: a nationwide Norwegian matched cohort study. Front Neurol 2024; 15:1411692. [PMID: 38903174 PMCID: PMC11188468 DOI: 10.3389/fneur.2024.1411692] [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: 04/03/2024] [Accepted: 05/06/2024] [Indexed: 06/22/2024] Open
Abstract
Background Post-traumatic epilepsy (PTE) is a well-known complication of traumatic brain injury (TBI). Although several risk factors have been identified, prediction of PTE is difficult. Changing demographics and advances in TBI treatment may affect the risk of PTE. Our aim was to provide an up-to-date estimate of the incidence of PTE by linking multiple nationwide registers. Methods Patients with TBI admitted to hospital 2015-2018 were identified in the Norwegian Trauma Registry and matched to trauma-free controls on sex and birth year according to a matched cohort design. They were followed up for epilepsy in nationwide registers 2015-2020. Cumulative incidence of epilepsy in TBI patients and controls was estimated taking competing risks into account. Analyses stratified by the Abbreviated Injury Scale (AIS) severity score, Glasgow Coma Scale score and age were conducted for the TBI group. Occurrence of PTE in different injury types was visualized using UpSet plots. Results In total, 8,660 patients and 84,024 controls were included in the study. Of the patients, 3,029 (35%) had moderate to severe TBI. The cumulative incidence of epilepsy in the TBI group was 3.1% (95% Confidence Interval [CI] 2.8-3.5%) after 2 years and 4.0% (3.6-4.5%) after 5 years. Corresponding cumulative incidences in the control group were 0.2% (95% CI 0.2-0.3%) and 0.5% (0.5-0.6%). The highest incidence was observed in patients with severe TBI according to AIS (11.8% [95% CI 9.7-14.4%] after 2 years and 13.2% [10.8-16.0%] after 5 years) and in patients >40 years of age. Conclusion Patients with TBI have significantly higher risk of developing epilepsy compared to population controls. However, PTE incidence following moderate-severe TBI was notably lower than what has been reported in several previously published studies.
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Affiliation(s)
- Hild Flatmark Sødal
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- ERGO – Epilepsy Research Group of Oslo, Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Trond Nordseth
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
- Department of Anesthesia and Intensive Care Medicine, St. Olav Hospital, Trondheim, Norway
| | - Anders Johan Orland Rasmussen
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Anaesthesia, Innlandet Hospital Trust, Hamar, Norway
| | - Leiv Arne Rosseland
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
| | - Jo Steinson Stenehjem
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
- Oslo Centre for Biostatistics and Epidemiology, Department of Biostatistics, University of Oslo, Oslo, Norway
- Department of Research, Cancer Registry of Norway, Oslo, Norway
| | - Jon Michael Gran
- Oslo Centre for Biostatistics and Epidemiology, Department of Biostatistics, University of Oslo, Oslo, Norway
| | - Eirik Helseth
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
| | - Erik Taubøll
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- ERGO – Epilepsy Research Group of Oslo, Department of Neurology, Oslo University Hospital, Oslo, Norway
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Craig HA, Lowe DJ, Khan A, Paton M, Gordon MW. Exploring the impact of traumatic injury on mortality: An analysis of the certified cause of death within one year of serious injury in the Scottish population. Injury 2024; 55:111470. [PMID: 38461710 DOI: 10.1016/j.injury.2024.111470] [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: 10/24/2023] [Revised: 02/01/2024] [Accepted: 02/25/2024] [Indexed: 03/12/2024]
Abstract
BACKGROUND Few studies effectively quantify the long-term incidence of death following injury. The absence of detailed mortality and underlying cause of death data results in limited understanding and a potential underestimation of the consequences at a population level. This study takes a nationwide approach to identify the one-year mortality following injury in Scotland, evaluating survivorship in relation to pre-existing comorbidities and incidental causes of death. STUDY DESIGN This retrospective cohort study assessed the one-year mortality of adult trauma patients with an Injury Severity Score ≥ 9 during 2020 using the Scottish Trauma Audit Group (STAG) registry linked to inpatient hospital data and death certificate records. Patients were divided into three groups: trauma death, trauma-contributed death, and non-trauma death. Kaplan-Meier curves were used for survival analysis to evaluate mortality, and cox proportional hazards regression analysed risk factors linked to death. RESULTS 4056 patients were analysed with a median age 63 years (58-88) and male predominance (55.2 %). Falls accounted for 73.1 % of injuries followed by motor vehicle accidents (16.3 %) and blunt force (4.9 %). Extremity was the most commonly injured region overall followed by chest and head. However, head injury prevailed in those who died. The registry demonstrated a one-year mortality of 19.3 % with 55 % deaths occurring post-discharge. Of all deaths reported, 35.3 % were trauma deaths, and 47.7 % were trauma-contributed deaths. These groups accounted for over 70 % of mortality within 30 days of hospital admission and continued to represent the majority of deaths up to 6 months post-injury. Patients who died after 6 months were mainly the result of non-traumatic causes, frequently circulatory, neoplastic, and respiratory diseases (37.7 %, 12.3 %, 9.1 %, respectively). Independent risk factors for one-year mortality included a GCS ≤ 8, modified Charlson Comorbidity score >5, Injury Severity Score >25, serious head injury, age and sex. CONCLUSION With a one-year mortality of 19.3 %, and post-discharge deaths higher than previously appreciated, patients can face an extended period of survival uncertainty. As mortality due to index trauma lasted up to 6 months post-admission, short-term outcomes fail to represent trauma burden and so cogent survival predictions should be avoided in clinical and patient settings.
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Affiliation(s)
- Hannah A Craig
- University of Glasgow School of Medicine, G12 8QQ, Glasgow, United Kingdom.
| | - David J Lowe
- Department of Emergency Medicine, Queen Elizabeth University Hospital, Glasgow, G51 4TF, United Kingdom; Institute of Health and Wellbeing, University of Glasgow, Glasgow, G12 8RZ, United Kingdom
| | - Angela Khan
- Scottish National Audit Programme, Area 143c, Clinical & Protecting Health Directorate, Public Health Scotland, 1 South Gyle Crescent, Edinburgh EH12 9EB, United Kingdom
| | - Martin Paton
- Scottish National Audit Programme, Public Health Scotland, Meridian Court, 5 Cadogan Street, Glasgow, United Kingdom
| | - Malcolm Wg Gordon
- Department of Emergency Medicine, Queen Elizabeth University Hospital, Glasgow, G51 4TF, United Kingdom
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14
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Chien YC, Chiang WC, Chen CH, Sun JT, Jamaluddin SF, Tanaka H, Ma MHM, Huang EPC, Lin MR. Comparison of on-scene Glasgow Coma Scale with GCS-motor for prediction of 30-day mortality and functional outcomes of patients with trauma in Asia. Eur J Emerg Med 2024; 31:181-187. [PMID: 38100651 DOI: 10.1097/mej.0000000000001110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Abstract
BACKGROUND AND IMPORTANCE This study compared the on-scene Glasgow Coma Scale (GCS) and the GCS-motor (GCS-M) for predictive accuracy of mortality and severe disability using a large, multicenter population of trauma patients in Asian countries. OBJECTIVE To compare the ability of the prehospital GCS and GCS-M to predict 30-day mortality and severe disability in trauma patients. DESIGN We used the Pan-Asia Trauma Outcomes Study registry to enroll all trauma patients >18 years of age who presented to hospitals via emergency medical services from 1 January 2016 to November 30, 2018. SETTINGS AND PARTICIPANTS A total of 16,218 patients were included in the analysis of 30-day mortality and 11 653 patients in the analysis of functional outcomes. OUTCOME MEASURES AND ANALYSIS The primary outcome was 30-day mortality after injury, and the secondary outcome was severe disability at discharge defined as a Modified Rankin Scale (MRS) score ≥4. Areas under the receiver operating characteristic curve (AUROCs) were compared between GCS and GCS-M for these outcomes. Patients with and without traumatic brain injury (TBI) were analyzed separately. The predictive discrimination ability of logistic regression models for outcomes (30-day mortality and MRS) between GCS and GCS-M is illustrated using AUROCs. MAIN RESULTS The primary outcome for 30-day mortality was 1.04% and the AUROCs and 95% confidence intervals for prediction were GCS: 0.917 (0.887-0.946) vs. GCS-M:0.907 (0.875-0.938), P = 0.155. The secondary outcome for poor functional outcome (MRS ≥ 4) was 12.4% and the AUROCs and 95% confidence intervals for prediction were GCS: 0.617 (0.597-0.637) vs. GCS-M: 0.613 (0.593-0.633), P = 0.616. The subgroup analyses of patients with and without TBI demonstrated consistent discrimination ability between the GCS and GCS-M. The AUROC values of the GCS vs. GCS-M models for 30-day mortality and poor functional outcome were 0.92 (0.821-1.0) vs. 0.92 (0.824-1.0) ( P = 0.64) and 0.75 (0.72-0.78) vs. 0.74 (0.717-0.758) ( P = 0.21), respectively. CONCLUSION In the prehospital setting, on-scene GCS-M was comparable to GCS in predicting 30-day mortality and poor functional outcomes among patients with trauma, whether or not there was a TBI.
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Affiliation(s)
- Yu-Chun Chien
- Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei, Taiwan
| | - Wen-Chu Chiang
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Emergency Medicine, National Taiwan University Hospital, Yun-Lin Branch, Douliu City, Taiwan
| | - Chi-Hsin Chen
- Department of Emergency Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu city, Taiwan
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Jen-Tang Sun
- Department of Emergency Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | | | - Hideharu Tanaka
- Department of Emergency Medical System, Graduate School of Kokushikan University, Tokyo, Japan
| | - Matthew Huei-Ming Ma
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Emergency Medicine, National Taiwan University Hospital, Yun-Lin Branch, Douliu City, Taiwan
| | - Edward Pei-Chuan Huang
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Emergency Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu city, Taiwan
| | - Mau-Roung Lin
- Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei, Taiwan
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15
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Nilsbakken I, Wisborg T, Sollid S, Jeppesen E. Functional outcome and associations with prehospital time and urban-remote disparities in trauma: A Norwegian national population-based study. Injury 2024; 55:111459. [PMID: 38490851 DOI: 10.1016/j.injury.2024.111459] [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: 10/03/2023] [Revised: 02/03/2024] [Accepted: 02/25/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND There is a lack of knowledge regarding the functional outcomes of patients after trauma. Remote areas in Norway has been associated with an increased risk of trauma-related mortality. However, it is unknown how this might influence trauma-related morbidity. The aim of this study was to assess the functional outcomes of patients in the Norwegian trauma population and the relationship between prehospital time and urban-remote disparities on functional outcome. METHODS This registry-based study included 34,611 patients from the Norwegian Trauma Registry from 2015 - 2020. Differences in study population characteristics and functional outcomes as measured on the Glasgow Outcome Scale (GOS) at discharge were analysed. Three multinomial regression models were performed to assess the association between total prehospital time and urban-remote disparities and morbidity reported as GOS categories. RESULTS Ninety-four per cent of trauma patients had no disability or moderate disability at discharge. Among patients with severe disability or vegetative state, 81 % had NISS > 15. Patients with fall-related injuries had the highest proportion of severe disability or vegetative state. Among children and adults, every minute increase in total prehospital time was associated with higher odds of moderate disability. Urban areas were associated with higher odds of moderate disability in all age groups, whereas remote areas were associated with higher odds of severe disability or vegetative state in elderly patients. NISS was associated with a worse functional outcome. CONCLUSIONS The majority of trauma patients admitted to a trauma hospital in Norway were discharged with minimal change in functional outcome. Patients with severe injuries (NISS > 15) and patients with injuries from falls experienced the greatest decline in function. Every minute increase in total prehospital time was linked to an increased likelihood of moderate disability in children and adults. Furthermore, incurring injuries in urban areas was found to be associated with higher odds of moderate disability in all age groups, while remote areas were found to be associated with higher odds of severe disability or vegetative state in elderly patients.
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Affiliation(s)
- Imw Nilsbakken
- Department of Research, Norwegian Air Ambulance Foundation, Oslo, Norway; Faculty of Health Sciences, University of Stavanger, Stavanger, Norway.
| | - T Wisborg
- Interprofessional rural research team - Finnmark, Faculty of Health Sciences, University of Tromsø - the Arctic University of Norway, Tromsø, Norway; Norwegian National Advisory Unit on Trauma, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway; Hammerfest Hospital, Department of Anaesthesiology and Intensive Care, Finnmark Health Trust, Hammerfest, Norway.
| | - S Sollid
- Prehospital Division, Oslo University Hospital, Oslo, Norway; Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - E Jeppesen
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway; Faculty of Health Studies, VID Specialized University, Oslo, Norway.
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Hu P, Li Z, Gui J, Xu H, Fan Z, Wu F, Liu X. Retrospective charts for reporting, analysing, and evaluating disaster emergency response: a systematic review. BMC Emerg Med 2024; 24:93. [PMID: 38816816 PMCID: PMC11140892 DOI: 10.1186/s12873-024-01012-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 05/22/2024] [Indexed: 06/01/2024] Open
Abstract
OBJECTIVE Given the frequency of disasters worldwide, there is growing demand for efficient and effective emergency responses. One challenge is to design suitable retrospective charts to enable knowledge to be gained from disasters. This study provides comprehensive understanding of published retrospective chart review templates for designing and updating retrospective research. METHODS We conducted a systematic review and text analysis of peer-reviewed articles and grey literature on retrospective chart review templates for reporting, analysing, and evaluating emergency responses. The search was performed on PubMed, Cochrane, and Web of Science and pre-identified government and non-government organizational and professional association websites to find papers published before July 1, 2022. Items and categories were grouped and organised using visual text analysis. The study is registered in PROSPERO (374,928). RESULTS Four index groups, 12 guidelines, and 14 report formats (or data collection templates) from 21 peer-reviewed articles and 9 grey literature papers were eligible. Retrospective tools were generally designed based on group consensus. One guideline and one report format were designed for the entire health system, 23 studies focused on emergency systems, while the others focused on hospitals. Five papers focused specific incident types, including chemical, biological, radiological, nuclear, mass burning, and mass paediatric casualties. Ten papers stated the location where the tools were used. The text analysis included 123 categories and 1210 specific items; large heterogeneity was observed. CONCLUSION Existing retrospective chart review templates for emergency response are heterogeneous, varying in type, hierarchy, and theoretical basis. The design of comprehensive, standard, and practicable retrospective charts requires an emergency response paradigm, baseline for outcomes, robust information acquisition, and among-region cooperation.
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Affiliation(s)
- Pengwei Hu
- Department of Health Service, School of Public Health, Logistics University of People's Armed Police Force, Tianjin, China
- Department of Health Training, Second military medical University, Shanghai, 200433, China
| | - Zhehao Li
- Department of Health Training, Second military medical University, Shanghai, 200433, China
| | - Jing Gui
- Department of Health Training, Second military medical University, Shanghai, 200433, China
- Department of Research, Characteristic Medical Center of People Armed Police, Tianjin, China
| | - Honglei Xu
- Medical Security Center, The No.983 Hospital of Joint Logistics Support Forces of Chinese PLA, Tianjin, China
| | - Zhongsheng Fan
- Department of Health Training, Second military medical University, Shanghai, 200433, China
| | - Fulei Wu
- School of Nursing, Fudan University, Shanghai, China
| | - Xiaorong Liu
- Department of Health Training, Second military medical University, Shanghai, 200433, China.
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Riuttanen A, Brand V, Jokihaara J, Huttunen TT, Mattila VM. Health-Related Quality of Life in severely injured patients in Finland: an observational cohort study of 325 patients with 1-year follow-up. Scand J Trauma Resusc Emerg Med 2024; 32:45. [PMID: 38750532 PMCID: PMC11097464 DOI: 10.1186/s13049-024-01216-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 05/06/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND Major trauma has a significant effect on Health-Related Quality of Life (HR-QoL). It is unclear, however, which factors most affect HR-QoL. This study aims to evaluate HR-QoL after severe injury in Finland and determine how different injury patterns and patient-related factors, such as level of education and socioeconomic group, are associated with HR-QoL. We also assess how well different injury scoring systems associate with HR-QoL. METHODS We retrospectively analyzed 325 severely injured trauma patients (aged ≥ 18 years, New Injury Severity Score, (NISS) ≥ 16, and alive at 1 year after injury) treated in the Intensive Care Unit (ICU) or High Dependence Unit (HDU) of Tampere University Hospital (TAUH) from 2013 through 2016. HR-QoL was assessed with the EQ-5D-3L questionnaire completed during ICU stay and 1 year after injury. HR-QOL index values and reported problems were further compared with Finnish population norms. RESULTS The severity of the injury (measured by ISS and NISS) had no significant association with the decrease in HR-QoL. Length of ICU stay had a weak negative correlation with post-injury HR-QoL and a weak positive correlation with the change in HR-QoL. The largest mean decrease in HR-QoL occurred in patients with spinal cord injury (Spine AIS ≥ 4) (-0.338 (SD 0.136)), spine injury in general (Spine AIS ≥ 2 (-0.201 (SD 0.279)), and a lower level of education (-0.157 (SD 0.231)). Patient's age, sex, or socioeconomic status did not seem to associate with smaller or greater changes in HR-QoL. CONCLUSIONS After serious injury, many patients have permanent disabilities which reduce HR-QoL. Injury scoring systems intended for assessing the risk for death did not seem to associate with HR-QoL and are not, therefore, a meaningful way to predict the future HR-QoL of a severely injured patient. Recovery from the injury seems to be weaker in poorer educated patients and patients with spinal cord injury, and these patients may benefit from targeted additional measures. Although there were significant differences in baseline HR-QoL levels between different socioeconomic groups, recovery from injury appears to be similar, which is likely due to equal access to high-quality trauma care.
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Affiliation(s)
- Antti Riuttanen
- Department of Orthopaedics, Tampere University Hospital, Tampere, Finland.
| | - Vilma Brand
- Tampere University, Faculty of Medicine and Health Technology Tampere, Tampere, Finland
| | - Jarkko Jokihaara
- Department of Orthopaedics, Faculty of Medicine and Health Technology, Tampere University, Tampere University Hospital, Tampere, Finland
| | - Tuomas T Huttunen
- Department of Anaesthesia and Intensive Care Medicine, Heart Hospital, Tampere University Hospital, Tampere, Finland
| | - Ville M Mattila
- Department of Orthopaedics, Faculty of Medicine and Health Technology, Tampere University, Tampere University Hospital, Tampere, Finland
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18
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Riuttanen A, Karjalainen E, Jokihaara J, Huttunen TT, Mattila VM. Cumulative costs of severe traffic injuries in Finland: a 2-year retrospective observational study of 252 patients. Sci Rep 2024; 14:11078. [PMID: 38744966 PMCID: PMC11094103 DOI: 10.1038/s41598-024-61184-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 05/02/2024] [Indexed: 05/16/2024] Open
Abstract
Road traffic injuries cause considerable financial strain on health care systems worldwide. We retrospectively analyzed injury-related costs of 252 severely injured (New Injury Severity Score, NISS ≥ 16) patients treated at Tampere University Hospital (TAUH) between 2013 and 2017, with 2-year follow-up. The costs were divided into direct treatment, indirect costs, and other costs. We analyzed various injury- and patient-related factors with costs. The total costs during the 2-year study period were 20 million euros. Median cost was 41,202 euros (Q1 23,409 euros, Q3 97,726 euros), ranging from 2,753 euros to 549,787 euros. The majority of costs (69.1%) were direct treatment costs, followed by indirect costs (28.4%). Other costs were small (5.4%). Treatment costs increased with the severity of the injury or when the injury affected the lower extremities or the face. Indirect costs were higher in working age patients and in patients with a higher level of education. The relative proportions of direct and indirect costs were constant regardless of the amount of the total costs. The largest share of costs was caused by a relatively small proportion of high-cost patients during the 1st year after injury. Combined, this makes planning of resource use challenging and calls for further studies to further identify factors for highest costs.
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Affiliation(s)
- Antti Riuttanen
- Department of Orthopedics, Tampere University Hospital, Tampere, Finland.
| | - Erkka Karjalainen
- Department of Orthopedics, Tampere University Hospital, Tampere, Finland
| | - Jarkko Jokihaara
- Department of Orthopedics, Faculty of Medicine and Health Technology, Tampere University, and Tampere University Hospital, Tampere, Finland
| | - Tuomas T Huttunen
- Department of Anesthesia and Intensive Care Medicine, Heart Hospital, Tampere University Hospital, Tampere, Finland
| | - Ville M Mattila
- Department of Orthopedics, Faculty of Medicine and Health Technology, Tampere University, and Tampere University Hospital, Tampere, Finland
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Meyer MA, van den Bosch T, Millenaar Z, Heng M, Leenen L, Hietbrink F, Houwert RM, Kromkamp M, Nelen SD. Psychiatric comorbidity and trauma: impact on inpatient outcomes and implications for future management. Eur J Trauma Emerg Surg 2024; 50:439-446. [PMID: 37697154 DOI: 10.1007/s00068-023-02359-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 08/21/2023] [Indexed: 09/13/2023]
Abstract
PURPOSE This study aimed to quantify the impact of pre-existing psychiatric illness on inpatient outcomes after major trauma and to assess acuity of psychiatric presentation as a predictor of outcomes. METHODS A retrospective single-center cohort study identified adult trauma patients with an Injury Severity Score (ISS) ≥ 16 between January 2018 and December 2019. Bivariate analysis assessed patient characteristics, injury characteristics, and injury outcomes between patients with and without psychiatric comorbidity. A sub-group analysis explored further effects of psychiatric history and need for inpatient psychiatric consultation on outcomes. RESULTS Of 640 patients meeting inclusion criteria, 99 patients (15.4%) had at least one psychiatric comorbidity. Patients with psychiatric comorbidity sustained distinct mechanisms of injury and higher in-hospital morbidity (44% vs. 26%, OR 1.97, 95% CI 1.17-3.3, p = 0.01), including pulmonary morbidity (31% vs. 21%, p < 0.01), neurologic morbidity (18% vs 7%, p < 0.01), and deep wound infection (8% vs. 2%, p < 0.01) than the control cohort. Psychiatric patients also had significantly greater median intensive care unit (ICU), length of stay (LOS) (1 day vs. 0 days, p = 0.04), median inpatient ward LOS (10 days vs. 7 days, p = 0.02), and median overall hospital LOS (16 days vs. 11 days, p < 0.01). In sub-group analysis, patients with a history of psychiatric illness alone had comparable outcomes to the control group. CONCLUSIONS Psychiatric comorbidity negatively impacts inpatient morbidity and inpatient LOS. This effect is most pronounced among acute psychiatric episodes with or without a history of mental illness.
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Affiliation(s)
- Maximilian Arthur Meyer
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.
- Department of Orthopedic Surgery, Massachusetts General Hospital, 55 Fruit Street, White Building 535, Boston, MA, 02114, USA.
| | - Tijmen van den Bosch
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Zita Millenaar
- Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marilyn Heng
- Department of Orthopedic Surgery, Massachusetts General Hospital, 55 Fruit Street, White Building 535, Boston, MA, 02114, USA
| | - Loek Leenen
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Falco Hietbrink
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Marjan Kromkamp
- Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Stijn Diederik Nelen
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
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20
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van Wyk P, Wannberg M, Gustafsson A, Yan J, Wikman A, Riddez L, Wahlgren CM. Characteristics of traumatic major haemorrhage in a tertiary trauma center. Scand J Trauma Resusc Emerg Med 2024; 32:24. [PMID: 38528572 DOI: 10.1186/s13049-024-01196-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 03/15/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Major traumatic haemorrhage is potentially preventable with rapid haemorrhage control and improved resuscitation techniques. Although advances in prehospital trauma management, haemorrhage is still associated with high mortality. The aim of this study was to use a recent pragmatic transfusion-based definition of major bleeding to characterize patients at risk of major bleeding and associated outcomes in this cohort after trauma. METHODS This was a retrospective cohort study including all trauma patients (n = 7020) admitted to a tertiary trauma center from January 2015 to June 2020. The major bleeding cohort (n = 145) was defined as transfusion of 4 units of any blood components (red blood cells, plasma, or platelets) within 2 h of injury. Univariate and multivariable logistic regression analyses were performed to identify risk factors for 24-hour and 30-day mortality post trauma admission. RESULTS In the major bleeding cohort (n = 145; 145/7020, 2.1% of the trauma population), there were 77% men (n = 112) and 23% women (n = 33), median age 39 years [IQR 26-53] and median Injury Severity Score (ISS) was 22 [IQR 13-34]. Blunt trauma dominated over penetrating trauma (58% vs. 42%) where high-energy fall was the most common blunt mechanism and knife injury was the most common penetrating mechanism. The major bleeding cohort was younger (OR 0.99; 95% CI 0.98 to 0.998, P = 0.012), less female gender (OR 0.66; 95% CI 0.45 to 0.98, P = 0.04), and had more penetrating trauma (OR 4.54; 95% CI 3.24 to 6.36, P = 0.001) than the rest of the trauma cohort. A prehospital (OR 2.39; 95% CI 1.34 to 4.28; P = 0.003) and emergency department (ED) (OR 6.91; 95% CI 4.49 to 10.66, P = 0.001) systolic blood pressure < 90 mmHg was associated with the major bleeding cohort as well as ED blood gas base excess < -3 (OR 7.72; 95% CI 5.37 to 11.11; P < 0.001) and INR > 1.2 (OR 3.09; 95% CI 2.16 to 4.43; P = 0.001). Emergency damage control laparotomy was performed more frequently in the major bleeding cohort (21.4% [n = 31] vs. 1.5% [n = 106]; OR 3.90; 95% CI 2.50 to 6.08; P < 0.001). There was no difference in transportation time from alarm to hospital arrival between the major bleeding cohort and the rest of the trauma cohort (47 [IQR 38;59] vs. 49 [IQR 40;62] minutes; P = 0.17). However, the major bleeding cohort had a shorter time from ED to first emergency procedure (71.5 [IQR 10.0;129.0] vs. 109.00 [IQR 54.0; 259.0] minutes, P < 0.001). In the major bleeding cohort, patients with penetrating trauma, compared to blunt trauma, had a shorter alarm to hospital arrival time (44.0 [IQR 35.5;54.0] vs. 50.0 [IQR 41.5;61.0], P = 0.013). The 24-hour mortality in the major bleeding cohort was 6.9% (10/145). All fatalities were due to blunt trauma; 40% (4/10) high energy fall, 20% (2/10) motor vehicle accident, 10% (1/10) motorcycle accident, 10% (1/10) traffic pedestrian, 10% (1/10) traffic other, and 10% (1/10) struck/hit by blunt object. In the logistic regression model, prehospital cardiac arrest (OR 83.4; 95% CI 3.37 to 2063; P = 0.007) and transportation time (OR 0.95, 95% CI 0.91 to 0.99, P = 0.02) were associated with 24-hour mortality. RESULTS Early identification of patients at high risk of major bleeding is challenging but essential for rapid definitive haemorrhage control. The major bleeding trauma cohort is a small part of the entire trauma population, and is characterized of being younger, male gender, higher ISS, and exposed to more penetrating trauma. Early identification of patients at high risk of major bleeding is challenging but essential for rapid definitive haemorrhage control.
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Affiliation(s)
- Pieter van Wyk
- Section of Acute and Trauma Surgery, Karolinska University Hospital, Stockholm, Sweden
| | - Marcus Wannberg
- Department of Molecular Medicine and Surgery, Department of Vascular Surgery, Karolinska Institute, Karolinska University Hospital, SE-171 76, Stockholm, Sweden
| | - Anna Gustafsson
- Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institute, Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Jane Yan
- Division of Biostatistics, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Agneta Wikman
- Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institute, Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Louis Riddez
- Section of Acute and Trauma Surgery, Karolinska University Hospital, Stockholm, Sweden
| | - Carl-Magnus Wahlgren
- Department of Molecular Medicine and Surgery, Department of Vascular Surgery, Karolinska Institute, Karolinska University Hospital, SE-171 76, Stockholm, Sweden.
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21
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Galteland P, Døving M, Næss I, Sehic A, Utheim TP, Eken T, Skaga NO, Helseth E, Ramm-Pettersen J. The association between head injury and facial fracture treatment: an observational study of hospitalized bicyclists from a level 1 trauma centre. Acta Neurochir (Wien) 2024; 166:132. [PMID: 38472419 PMCID: PMC10933183 DOI: 10.1007/s00701-024-06019-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Accepted: 02/15/2024] [Indexed: 03/14/2024]
Abstract
PURPOSE To compare the types of facial fractures and their treatment in bicyclists admitted to a level 1 trauma centre with major and minor-moderate head injury. METHODS Retrospective analysis of data from bicycle-related injuries in the period 2005-2016 extracted from the Oslo University Hospital trauma registry. RESULTS A total of 967 bicyclists with head injuries classified according to the Abbreviated Injury Scale (AIS) were included. The group suffering minor-moderate head injury (AIS Head 1-2) included 518 bicyclists, while 449 bicyclists had major head injury (AIS Head 3-6). The mean patient age was 40.2 years (range 3-91 years) and 701 patients (72%) were men. A total of 521 facial fractures were registered in 262 patients (on average 2 facial fractures per bicyclist). Bicyclists with major head injury exhibited increased odds for facial fractures compared to bicyclists with minor-moderate head injury (sex and age adjusted odds ratio (OR) 2.75, 95% confidence interval (CI) 2.03-3.72, p < 0.001. More specifically, there was increased odds for all midface fractures, but no difference for mandible fractures. There was also increased odds for orbital reconstruction in cyclist with major head injury compared to bicyclist with minor-moderate head injury (adjusted OR 3.34, 95% CI 1.30-8.60, p = 0.012). CONCLUSION Bicyclists with more severe head injuries had increased odds for midface fractures and surgical correction of orbital fractures. During trauma triage, the head and the face should be considered as one unit.
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Affiliation(s)
- Pål Galteland
- Department of Maxillofacial Surgery, Oslo University Hospital Ullevål, Nydalen, PO Box 4956, NO-0424, Oslo, Norway.
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
| | - Mats Døving
- Department of Maxillofacial Surgery, Oslo University Hospital Ullevål, Nydalen, PO Box 4956, NO-0424, Oslo, Norway
- Faculty of Dentistry, Institute of Oral Biology, University of Oslo, Oslo, Norway
| | - Ingar Næss
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Amer Sehic
- Department of Maxillofacial Surgery, Oslo University Hospital Ullevål, Nydalen, PO Box 4956, NO-0424, Oslo, Norway
- Faculty of Dentistry, Institute of Oral Biology, University of Oslo, Oslo, Norway
| | - Tor Paaske Utheim
- Department of Maxillofacial Surgery, Oslo University Hospital Ullevål, Nydalen, PO Box 4956, NO-0424, Oslo, Norway
- Faculty of Dentistry, Institute of Oral Biology, University of Oslo, Oslo, Norway
| | - Torsten Eken
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Anaesthesia and Intensive Care Medicine, Oslo University Hospital Ullevål, Oslo, Norway
| | - Nils Oddvar Skaga
- Department of Anaesthesia and Intensive Care Medicine, Oslo University Hospital Ullevål, Oslo, Norway
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
| | - Eirik Helseth
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Neurosurgery, Oslo University Hospital Ullevål, Oslo, Norway
| | - Jon Ramm-Pettersen
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Neurosurgery, Oslo University Hospital Ullevål, Oslo, Norway
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22
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Lapidus O, Rubenson Wahlin R, Bäckström D. Trauma patient transport to hospital using helicopter emergency medical services or road ambulance in Sweden: a comparison of survival and prehospital time intervals. Scand J Trauma Resusc Emerg Med 2023; 31:101. [PMID: 38104083 PMCID: PMC10725597 DOI: 10.1186/s13049-023-01168-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023] Open
Abstract
BACKGROUND The benefits of helicopter emergency medical services (HEMS) transport of adults following major trauma have been examined with mixed results, with some studies reporting a survival benefit compared to regular emergency medical services (EMS). The benefit of HEMS in the context of the Swedish trauma system remains unclear. AIM To investigate differences in survival and prehospital time intervals for trauma patients in Sweden transported by HEMS compared to road ambulance EMS. METHODS A total of 74,032 trauma patients treated during 2012-2022 were identified through the Swedish Trauma Registry (SweTrau). The primary outcome was 30-day mortality and Glasgow Outcome Score at discharge from hospital (to home or rehab); secondary outcomes were the proportion of severely injured patients who triggered a trauma team activation (TTA) on arrival to hospital and the proportion of severely injured patients with GCS ≤ 8 who were subject to prehospital endotracheal intubation. RESULTS 4529 out of 74,032 patients were transported by HEMS during the study period. HEMS patients had significantly lower mortality compared to patients transported by EMS at 1.9% vs 4.3% (ISS 9-15), 5.4% vs 9.4% (ISS 16-24) and 31% vs 42% (ISS ≥ 25) (p < 0.001). Transport by HEMS was also associated with worse neurological outcome at discharge from hospital, as well as a higher rate of in-hospital TTA for severely injured patients and higher rate of prehospital intubation for severely injured patients with GCS ≤ 8. Prehospital time intervals were significantly longer for HEMS patients compared to EMS across all injury severity groups. CONCLUSION Trauma patients transported to hospital by HEMS had significantly lower mortality compared to those transported by EMS, despite longer prehospital time intervals and greater injury severity. However, this survival benefit may have been at the expense of a higher degree of adverse neurological outcome. Increasing the availability of HEMS to include all regions should be considered as it may be the preferrable option for transport of severely injured trauma patients in Sweden.
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Affiliation(s)
- Oscar Lapidus
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.
| | - Rebecka Rubenson Wahlin
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Huddinge, Sweden
- Ambulance Medical Service in Stockholm (AISAB), Stockholm, Sweden
| | - Denise Bäckström
- Division of Surgery, Orthopedics and Oncology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- VO Ambulans Och Akut, Region Gävleborg, Sweden
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23
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Thom O, Roberts K, Devine S, Leggat PA, Franklin RC. Feasibility study of the Utstein Style For Drowning to aid data collection on the resuscitation of drowning victims. Resusc Plus 2023; 16:100464. [PMID: 37693337 PMCID: PMC10483059 DOI: 10.1016/j.resplu.2023.100464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 08/13/2023] [Accepted: 08/21/2023] [Indexed: 09/12/2023] Open
Abstract
Aim The revised Utstein Style For Drowning (USFD) was published in 2015. Core data were considered feasible to be reported in most health systems worldwide. We aimed to determine the suitability of the USFD as a template for reporting data from drowning research. Method Clinical records of 437 consecutive drowning presentations to the Sunshine Coast Hospital and Health Service Emergency Departments (ED) between 1/1/2015 and 31/12/2021 were examined for data availability to complete the USFD. The proportions of patients with each variable documented is reported. Time taken to record core and supplementary variables was recorded for 120 consecutive patients with severity of drowning Grade 1 or higher. Results There were 437 patients, including 227 (51.9%) aged less than 16 years. There were 253 (57.9%) males and 184 (42.1%) females. Sixty-one patients (13.9%) received cardiopulmonary resuscitation (CPR). There were nine (2.1%) deaths after presentation to the ED. Median time for data entry was 17 minutes for core variables and 6 min for supplementary. This increased to 29 + 6 minutes for patients in cardiac arrest. Sixteen (32.7%) of 49 core variables and four (13.3%) of 30 supplementary variables were documented 100% of the time. One (2.0%) core and seven (23.3%) supplementary variables were never documented. Duration of submersion was documented in 100 (22.9%) patients. Conclusion USFD is time consuming to complete. Data availability to enable completion of the USFD varies widely, even in a resource rich health system. These results should be considered in future revisions of the USFD.
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Affiliation(s)
- Ogilvie Thom
- Department of Emergency Medicine, Sunshine Coast Hospital and Health Service, Birtinya, QLD, Australia
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Australia
| | - Kym Roberts
- Department of Emergency Medicine, Sunshine Coast Hospital and Health Service, Birtinya, QLD, Australia
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Australia
| | - Susan Devine
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Australia
| | - Peter A. Leggat
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Australia
- School of Medicine, College of Medicine, Nursing and Health Sciences, University of Galway, Galway, Ireland
| | - Richard C. Franklin
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Australia
- Royal Life Saving Society – Australia, Sydney, NSW, Australia
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24
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Bråthen CC, Jørgenrud BM, Bogstrand ST, Gjerde H, Rosseland LA, Kristiansen T. Prevalence of use and impairment from drugs and alcohol among trauma patients: A national prospective observational study. Injury 2023; 54:111160. [PMID: 37944451 DOI: 10.1016/j.injury.2023.111160] [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: 05/07/2023] [Revised: 10/22/2023] [Accepted: 10/23/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Being under the influence of psychoactive substances increases the risk of involvement in and dying from a traumatic event. The study is a prospective population-based observational study that aims to determine the prevalence of use and likely impairment from psychoactive substances among patients with suspected severe traumatic injury. METHOD This study was conducted at 35 of 38 Norwegian trauma hospitals from 1 March 2019 to 29 February 2020. All trauma admissions for patients aged ≥ 16 years admitted via trauma team activation during the study period were eligible for inclusion. Blood samples collected on admission were analysed for alcohol, benzodiazepines, benzodiazepine-like hypnotics (Z-drugs), opioids, stimulants, and cannabis (tetrahydrocannabinol). RESULTS Of the 4878 trauma admissions included, psychoactive substances were detected in 1714 (35 %) and in 771 (45 %) of these, a combination of two or more psychoactive substances was detected. Regarding the level of impairment, 1373 (28 %) admissions revealed a concentration of one or more psychoactive substances indicating likely impairment, and 1052 (22 %) highly impairment. Alcohol was found in 1009 (21 %) admissions, benzodiazepines and Z-drugs in 613 (13 %), opioids in 467 (10 %), cannabis in 352 (7 %), and stimulants in 371 (8 %). Men aged 27-43 years and patients with violence-related trauma had the highest prevalence of psychoactive substance use with respectively 424 (50 %) and 275 (80 %) testing positive for one or more compounds. CONCLUSION The results revealed psychoactive substances in 35 % of trauma admissions, 80 % of which were likely impaired at the time of traumatic injury. A combination of several psychoactive substances was common, and younger males and patients with violence-related injuries were most often impaired. Injury prevention strategies should focus on high-risk groups and involve the prescription of controlled substances. We should consider toxicological screening in trauma admissions and incorporation of toxicological data into trauma registries.
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Affiliation(s)
- Camilla C Bråthen
- Department of Acute Medicine, Division of Elverum-Hamar, Innlandet Hospital Trust, 2381 Brumunddal, Norway; Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway.
| | - Benedicte M Jørgenrud
- Department of Forensic Sciences, Division of Laboratory Medicine, Section of Drug Abuse Research, Oslo University Hospital, 0424 Oslo, Norway
| | - Stig Tore Bogstrand
- Department of Forensic Sciences, Division of Laboratory Medicine, Section of Drug Abuse Research, Oslo University Hospital, 0424 Oslo, Norway; Faculty of Health Sciences, Department of Nursing and Health Promotion, Acute and Critical Illness, Oslo Metropolitan University, 0130 Oslo, Norway; Department of Public Health Science, Institute of Health and Society, Faculty of Medicine, University of Oslo, 0318 Oslo, Norway
| | - Hallvard Gjerde
- Department of Forensic Sciences, Division of Laboratory Medicine, Section of Drug Abuse Research, Oslo University Hospital, 0424 Oslo, Norway
| | - Leiv Arne Rosseland
- Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway; Department of Research & Development, Division of Emergencies and Critical Care, Oslo University Hospital, 0424 Oslo, Norway
| | - Thomas Kristiansen
- Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway; Department of Anaesthesiology, Division of Emergencies and Critical Care, Radiumhospitalet, Oslo University Hospital, 0424 Oslo, Norway
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25
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Albaaj H, Attergrim J, Strömmer L, Brattström O, Jacobsson M, Wihlke G, Västerbo L, Joneborg E, Gerdin Wärnberg M. Patient and process factors associated with opportunities for improvement in trauma care: a registry-based study. Scand J Trauma Resusc Emerg Med 2023; 31:87. [PMID: 38012791 PMCID: PMC10680227 DOI: 10.1186/s13049-023-01157-y] [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: 08/30/2023] [Accepted: 11/20/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND Trauma is one of the leading causes of morbidity and mortality worldwide. Morbidity and mortality review of selected patient cases is used to improve the quality of trauma care by identifying opportunities for improvement (OFI). The aim of this study was to assess how patient and process factors are associated with OFI in trauma care. METHODS We conducted a registry-based study using all patients between 2017 and 2021 from the Karolinska University Hospital who had been reviewed regarding the presence of OFI as defined by a morbidity and mortality conference. We used bi- and multivariable logistic regression to assess the associations between the following patient and process factors and OFI: age, sex, respiratory rate, systolic blood pressure, Glasgow Coma Scale (GCS), Injury Severity Score (ISS), survival at 30 days, highest hospital care level, arrival on working hours, arrival on weekends, intubation status and time to first computed tomography (CT). RESULTS OFI was identified in 300 (5.8%) out of 5182 patients. Age, missing Glasgow Coma Scale, time to first CT, highest hospital care level and ISS were statistically significantly associated with OFI. CONCLUSION Several patient and process factors were found to be associated with OFI, indicating that patients with moderate to severe trauma and those with delays to first CT are at the highest odds of OFI.
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Affiliation(s)
- Hussein Albaaj
- Department of Global Public Health, Karolinska Institutet, Solna, Sweden.
| | - Jonatan Attergrim
- Department of Global Public Health, Karolinska Institutet, Solna, Sweden
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Solna, Sweden
| | - Lovisa Strömmer
- Division of Surgery, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden
| | - Olof Brattström
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Solna, Sweden
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Martin Jacobsson
- Department of Biomedical Engineering and Health Systems, KTH Royal Institute of Technology, Huddinge, Sweden
| | - Gunilla Wihlke
- Trauma and Reparative Medicine, Karolinska University Hospital, Solna, Sweden
| | - Liselott Västerbo
- Trauma and Reparative Medicine, Karolinska University Hospital, Solna, Sweden
| | - Elias Joneborg
- Department of Global Public Health, Karolinska Institutet, Solna, Sweden
| | - Martin Gerdin Wärnberg
- Department of Global Public Health, Karolinska Institutet, Solna, Sweden
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Solna, Sweden
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26
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Isgrò S, Giani M, Antolini L, Giudici R, Valsecchi MG, Bellani G, Chiara O, Bassi G, Latronico N, Cabrini L, Fumagalli R, Chieregato A, Sammartano F, Sechi G, Zoli A, Pagliosa A, Palo A, Valoti O, Carlucci M, Benini A, Foti G. Identifying Trauma Patients in Need for Emergency Surgery in the Prehospital Setting: The Prehospital Prediction of In-Hospital Emergency Treatment (PROPHET) Study. J Clin Med 2023; 12:6660. [PMID: 37892798 PMCID: PMC10607301 DOI: 10.3390/jcm12206660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 10/08/2023] [Accepted: 10/12/2023] [Indexed: 10/29/2023] Open
Abstract
Prehospital field triage often fails to accurately identify the need for emergent surgical or non-surgical procedures, resulting in inefficient resource utilization and increased costs. This study aimed to analyze prehospital factors associated with the need for emergent procedures (such as surgery or interventional angiography) within 6 h of hospital admission. Additionally, our goal was to develop a prehospital triage tool capable of estimating the likelihood of requiring an emergent procedure following hospital admission. We conducted a retrospective observational study, analyzing both prehospital and in-hospital data obtained from the Lombardy Trauma Registry. We conducted a multivariable logistic regression analysis to identify independent predictors of emergency procedures within the first 6 h from admission. Subsequently, we developed and internally validated a triage score composed of factors associated with the probability of requiring an emergency procedure. The study included a total of 3985 patients, among whom 295 (7.4%) required an emergent procedure within 6 h. Age, penetrating injury, downfall, cardiac arrest, poor neurological status, endotracheal intubation, systolic pressure, diastolic pressure, shock index, respiratory rate and tachycardia were identified as predictors of requiring an emergency procedure. A triage score generated from these predictors showed a good predictive power (AUC of the ROC curve: 0.81) to identify patients requiring an emergent surgical or non-surgical procedure within 6 h from hospital admission. The proposed triage score might contribute to predicting the need for immediate resource availability in trauma patients.
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Affiliation(s)
- Stefano Isgrò
- Department of Emergency and Intensive Care, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (S.I.); (M.G.); (A.B.)
| | - Marco Giani
- Department of Emergency and Intensive Care, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (S.I.); (M.G.); (A.B.)
- Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, 20126 Monza, Italy; (L.A.); (M.G.V.); (R.F.)
| | - Laura Antolini
- Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, 20126 Monza, Italy; (L.A.); (M.G.V.); (R.F.)
| | - Riccardo Giudici
- Department of Anesthesia and Intensive Care Medicine, Niguarda Hospital, 20162 Milan, Italy; (R.G.); (G.B.)
| | - Maria Grazia Valsecchi
- Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, 20126 Monza, Italy; (L.A.); (M.G.V.); (R.F.)
| | - Giacomo Bellani
- Department of Anesthesia and Intensive Care, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy;
- Centre for Medical Sciences CISMed, University of Trento, 38122 Trento, Italy
| | - Osvaldo Chiara
- Department of Emergency and Trauma Surgery, Niguarda Hospital, 20162 Milan, Italy;
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, 20100 Milan, Italy
| | - Gabriele Bassi
- Department of Anesthesia and Intensive Care Medicine, Niguarda Hospital, 20162 Milan, Italy; (R.G.); (G.B.)
| | - Nicola Latronico
- Department of Emergency, Spedali Civili University Hospital, 25123 Brescia, Italy;
| | - Luca Cabrini
- General and Neurosurgical Intensive Care Units, Ospedale di Circolo, 21100 Varese, Italy;
- Department of Biotechnologies and Life Sciences, University of Insubria, ASST Sette Laghi, 21100 Varese, Italy
| | - Roberto Fumagalli
- Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, 20126 Monza, Italy; (L.A.); (M.G.V.); (R.F.)
- Department of Anesthesia and Intensive Care Medicine, Niguarda Hospital, 20162 Milan, Italy; (R.G.); (G.B.)
| | - Arturo Chieregato
- Department of Anesthesia and Intensive Care Medicine, Neuro Intensive Care, ASST Niguarda, 20162 Milan, Italy;
| | - Fabrizio Sammartano
- Emergency Department, Emergency and Trauma Surgery, ASST Santi Carlo e Paolo, 20142 Milan, Italy;
| | - Giuseppe Sechi
- Regional Agency of Emergency and Urgency (AREU), 20124 Milan, Italy; (G.S.); (A.Z.); (A.P.)
| | - Alberto Zoli
- Regional Agency of Emergency and Urgency (AREU), 20124 Milan, Italy; (G.S.); (A.Z.); (A.P.)
| | - Andrea Pagliosa
- Regional Agency of Emergency and Urgency (AREU), 20124 Milan, Italy; (G.S.); (A.Z.); (A.P.)
| | - Alessandra Palo
- Regional Agency of Emergency and Urgency (AREU), 27100 Pavia, Italy;
| | - Oliviero Valoti
- Regional Agency of Emergency and Urgency (AREU), 24121 Bergamo, Italy;
| | - Michele Carlucci
- General and Emergency Surgery Department, Ospedale San Raffaele, 20132 Milan, Italy;
| | - Annalisa Benini
- Department of Emergency and Intensive Care, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (S.I.); (M.G.); (A.B.)
| | - Giuseppe Foti
- Department of Emergency and Intensive Care, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy; (S.I.); (M.G.); (A.B.)
- Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, 20126 Monza, Italy; (L.A.); (M.G.V.); (R.F.)
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Bakidou A, Caragounis EC, Andersson Hagiwara M, Jonsson A, Sjöqvist BA, Candefjord S. On Scene Injury Severity Prediction (OSISP) model for trauma developed using the Swedish Trauma Registry. BMC Med Inform Decis Mak 2023; 23:206. [PMID: 37814288 PMCID: PMC10561449 DOI: 10.1186/s12911-023-02290-5] [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: 11/25/2022] [Accepted: 09/04/2023] [Indexed: 10/11/2023] Open
Abstract
BACKGROUND Providing optimal care for trauma, the leading cause of death for young adults, remains a challenge e.g., due to field triage limitations in assessing a patient's condition and deciding on transport destination. Data-driven On Scene Injury Severity Prediction (OSISP) models for motor vehicle crashes have shown potential for providing real-time decision support. The objective of this study is therefore to evaluate if an Artificial Intelligence (AI) based clinical decision support system can identify severely injured trauma patients in the prehospital setting. METHODS The Swedish Trauma Registry was used to train and validate five models - Logistic Regression, Random Forest, XGBoost, Support Vector Machine and Artificial Neural Network - in a stratified 10-fold cross validation setting and hold-out analysis. The models performed binary classification of the New Injury Severity Score and were evaluated using accuracy metrics, area under the receiver operating characteristic curve (AUC) and Precision-Recall curve (AUCPR), and under- and overtriage rates. RESULTS There were 75,602 registrations between 2013-2020 and 47,357 (62.6%) remained after eligibility criteria were applied. Models were based on 21 predictors, including injury location. From the clinical outcome, about 40% of patients were undertriaged and 46% were overtriaged. Models demonstrated potential for improved triaging and yielded AUC between 0.80-0.89 and AUCPR between 0.43-0.62. CONCLUSIONS AI based OSISP models have potential to provide support during assessment of injury severity. The findings may be used for developing tools to complement field triage protocols, with potential to improve prehospital trauma care and thereby reduce morbidity and mortality for a large patient population.
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Affiliation(s)
- Anna Bakidou
- Department of Electrical Engineering, Chalmers University of Technology, 412 96, Gothenburg, Sweden.
- Center for Prehospital Research, Faculty of Caring Science, Work Life and Social Welfare, University of Borås, 501 90, Borås, Sweden.
| | - Eva-Corina Caragounis
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska University Hospital, Sahlgrenska Academy, University of Gothenburg, Per Dubbsgatan 15, 413 45, Gothenburg, Sweden
| | - Magnus Andersson Hagiwara
- Center for Prehospital Research, Faculty of Caring Science, Work Life and Social Welfare, University of Borås, 501 90, Borås, Sweden
| | - Anders Jonsson
- Center for Prehospital Research, Faculty of Caring Science, Work Life and Social Welfare, University of Borås, 501 90, Borås, Sweden
| | - Bengt Arne Sjöqvist
- Department of Electrical Engineering, Chalmers University of Technology, 412 96, Gothenburg, Sweden
| | - Stefan Candefjord
- Department of Electrical Engineering, Chalmers University of Technology, 412 96, Gothenburg, Sweden
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Nilsbakken IMW, Cuevas-Østrem M, Wisborg T, Sollid S, Jeppesen E. Effect of urban vs. remote settings on prehospital time and mortality in trauma patients in Norway: a national population-based study. Scand J Trauma Resusc Emerg Med 2023; 31:53. [PMID: 37798724 PMCID: PMC10557189 DOI: 10.1186/s13049-023-01121-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 09/20/2023] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND Norway has a diverse population pattern and often long transport distances from injury sites to hospitals. Also, previous studies have found an increased risk of trauma-related mortality in remote areas in Norway. Studies on urban vs. remote differences on trauma outcomes from other countries are sparse and they report conflicting results.The aim of the present study was to investigate differences in prehospital time intervals in urban and remote areas in Norway and assess how prehospital time and urban vs. remote settings were associated with mortality in the Norwegian trauma population. METHODS We performed a population-based study of trauma cases included in the Norwegian Trauma Registry from 2015 to 2020. 28,988 patients met the inclusion criteria. Differences in study population characteristics and prehospital time intervals (response time, on-scene time and transport time) were analyzed. The Norwegian Centrality Index score was used for urban vs. remote classification. Descriptive statistics and relevant non-parametric tests with effect size measurements were used. A binary logistic regression model, adjusted for confounding factors, was performed. RESULTS The prehospital time intervals increased significantly from urban to remote areas.Adjusted for control variables we found a significant relationship between prolonged on-scene time and higher odds of mortality. Also, suburban areas compared with remote areas were associated with higher odds of mortality. CONCLUSION In this nationwide study comparing prehospital time intervals in urban and remote areas, we found that prehospital time intervals in remote areas exceeded those in urban areas. Prolonged on-scene time was found to be associated with higher odds of mortality, but remoteness itself was not.
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Affiliation(s)
- Inger Marie Waal Nilsbakken
- Department of Research, Norwegian Air Ambulance Foundation, Oslo, Norway
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Mathias Cuevas-Østrem
- Department of Research, Norwegian Air Ambulance Foundation, Oslo, Norway
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Torben Wisborg
- Interprofessional rural research team – Finnmark, Faculty of Health Sciences, University of Tromsø – the Arctic University of Norway, Tromsø, Norway
- Norwegian National Advisory Unit on Trauma, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
- Hammerfest Hospital, Department of Anaesthesiology and Intensive Care, Finnmark Health Trust, Hammerfest, Norway
| | - Stephen Sollid
- Prehospital Division, Oslo University Hospital, Oslo, Norway
- Faculty of medicine, University of Oslo, Oslo, Norway
| | - Elisabeth Jeppesen
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
- Faculty of Health Studies, VID Specialized University, Oslo, Norway
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Naberezhneva N, Uleberg O, Dahlhaug M, Giil-Jensen V, Ringdal KG, Røise O. Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records. Scand J Trauma Resusc Emerg Med 2023; 31:50. [PMID: 37752614 PMCID: PMC10521548 DOI: 10.1186/s13049-023-01118-5] [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: 06/21/2023] [Accepted: 09/10/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND The Norwegian Trauma Registry (NTR) is designed to monitor and improve the quality and outcome of trauma care delivered by Norwegian trauma hospitals. Patient care is evaluated through specific quality indicators, which are constructed of variables reported to the registry by certified registrars. Having high-quality data recorded in the registry is essential for the validity, trust and use of data. This study aims to perform a data quality check of a subset of core data elements in the registry by assessing agreement between data in the NTR and corresponding data in electronic patient records (EPRs). METHODS We validated 49 of the 118 variables registered in the NTR by comparing those with the corresponding ones in electronic patient records for 180 patients with a trauma diagnosis admitted in 2019 at eight public hospitals. Agreement was quantified by calculating observed agreement, Cohen's Kappa and Gwet's first agreement coefficient (AC1) with 95% confidence intervals (CIs) for 27 nominal variables, quadratic weighted Cohen's Kappa and Gwet's second agreement coefficient (AC2) for five ordinal variables. For nine continuous, one date and seven time variables, we calculated intraclass correlation coefficient (ICC). RESULTS Almost perfect agreement (AC1 /AC2/ ICC > 0.80) was observed for all examined variables. Nominal and ordinal variables showed Gwet's agreement coefficients ranging from 0.85 (95% CI: 0.79-0.91) to 1.00 (95% CI: 1.00-1.00). For continuous and time variables there were detected high values of intraclass correlation coefficients (ICC) between 0.88 (95% CI: 0.83-0.91) and 1.00 (CI 95%: 1.00-1.00). While missing values in both the NTR and EPRs were in general negligeable, we found a substantial amount of missing registrations for a continuous "Base excess" in the NTR. For some of the time variables missing values both in the NTR and EPRs were high. CONCLUSION All tested variables in the Norwegian Trauma Registry displayed excellent agreement with the corresponding variables in electronic patient records. Variables in the registry that showed missing data need further examination.
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Affiliation(s)
- N Naberezhneva
- Biobank and Registry Support Department, Division for medical quality registries for South- Eastern Norway Regional Health Authority, Oslo University Hospital, Oslo, Norway
| | - Oddvar Uleberg
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway.
- Department of Emergency Medicine and Pre-hospital services, St. Olav`s University Hospital, Trondheim, Norway.
| | - M Dahlhaug
- Norwegian Trauma Registry, Division of Orthopedics, Oslo University Hospital, Oslo, Norway
| | - V Giil-Jensen
- Norwegian Trauma Registry, Division of Orthopedics, Oslo University Hospital, Oslo, Norway
- Western Norway Trauma Center, Haukeland University Hospital, Bergen, Norway
| | - K G Ringdal
- Norwegian Trauma Registry, Division of Orthopedics, Oslo University Hospital, Oslo, Norway
- Department of Anesthesiology, Vestfold Hospital Trust, Tønsberg, Norway
- Division of Prehospital Care, Vestfold Hospital Trust, Tønsberg, Norway
| | - O Røise
- Norwegian Trauma Registry, Division of Orthopedics, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
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Hoepelman RJ, Driessen MLS, de Jongh MAC, Houwert RM, Marzi I, Lecky F, Lefering R, van de Wall BJM, Beeres FJP, Dijkgraaf MGW, Groenwold RHH, Leenen LPH. Concepts, utilization, and perspectives on the Dutch Nationwide Trauma registry: a position paper. Eur J Trauma Emerg Surg 2023; 49:1619-1626. [PMID: 36624221 PMCID: PMC10449938 DOI: 10.1007/s00068-022-02206-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 12/17/2022] [Indexed: 01/11/2023]
Abstract
Over the last decades, the Dutch trauma care have seen major improvements. To assess the performance of the Dutch trauma system, in 2007, the Dutch Nationwide Trauma Registry (DNTR) was established, which developed into rich source of information for quality assessment, quality improvement of the trauma system, and for research purposes. The DNTR is one of the most comprehensive trauma registries in the world as it includes 100% of all trauma patients admitted to the hospital through the emergency department. This inclusive trauma registry has shown its benefit over less inclusive systems; however, it comes with a high workload for high-quality data collection and thus more expenses. The comprehensive prospectively collected data in the DNTR allows multiple types of studies to be performed. Recent changes in legislation allow the DNTR to include the citizen service numbers, which enables new possibilities and eases patient follow-up. However, in order to maximally exploit the possibilities of the DNTR, further development is required, for example, regarding data quality improvement and routine incorporation of health-related quality of life questionnaires. This would improve the quality assessment and scientific output from the DNTR. Finally, the DNTR and all other (European) trauma registries should strive to ensure that the trauma registries are eligible for comparisons between countries and healthcare systems, with the goal to improve trauma patient care worldwide.
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Affiliation(s)
- R J Hoepelman
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA, Utrecht, The Netherlands.
| | - M L S Driessen
- Dutch Network for Emergency Care (LNAZ), Utrecht, The Netherlands
| | - M A C de Jongh
- Brabant Trauma Registry, Network Emergency Care Brabant, Tilburg, The Netherlands
| | - R M Houwert
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA, Utrecht, The Netherlands
| | - I Marzi
- Department of Trauma, Hand and Reconstructive Surgery, University Hospital Frankfurt, Goethe-University, Frankfurt, Germany
| | - F Lecky
- The Trauma Audit and Research Network, The University of Manchester, Salford Royal-Northern Care Alliance NHS Foundation Trust, Salford, UK
- Centre for Urgent and Emergency Care Research, Health Services Research Section, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - R Lefering
- Faculty of Health, IFOM-Institute for Research in Operative Medicine, University Witten/Herdecke, Cologne, Germany
| | - B J M van de Wall
- Department of Orthopaedic and Trauma Surgery, Lucerne Cantonal Hospital, Lucerne, Switzerland
| | - F J P Beeres
- Department of Orthopaedic and Trauma Surgery, Lucerne Cantonal Hospital, Lucerne, Switzerland
| | - M G W Dijkgraaf
- Department of Epidemiology and Data Science, Amsterdam UMC, Amsterdam, The Netherlands
- Department of Methodology, Amsterdam Public Health, Amsterdam, The Netherlands
| | - R H H Groenwold
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands
| | - L P H Leenen
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA, Utrecht, The Netherlands
- Dutch Network for Emergency Care (LNAZ), Utrecht, The Netherlands
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31
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Holmberg L, Frick Bergström M, Mani K, Wanhainen A, Andréasson H, Linder F. Validation of the Swedish Trauma Registry (SweTrau). Eur J Trauma Emerg Surg 2023; 49:1627-1637. [PMID: 36808554 PMCID: PMC9942627 DOI: 10.1007/s00068-023-02244-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 02/08/2023] [Indexed: 02/23/2023]
Abstract
PURPOSE Validation of registries is important to ensure accuracy of data and registry-based research. This is often done by comparisons of the original registry data with other sources, e.g. another registry or a re-registration of data. Founded in 2011, the Swedish Trauma Registry (SweTrau) consists of variables based on international consensus (the Utstein Template of Trauma). This project aimed to perform the first validation of SweTrau. METHODS On-site re-registration was performed on randomly selected trauma patients and compared to the registration in SweTrau. Accuracy (exact agreement), correctness (exact agreement plus data within acceptable range), comparability (similarity with other registries), data completeness (1-missing data) and case completeness (1-missing cases) were deemed as either good ([Formula: see text] 85%), adequate (70-84%) or poor (< 70%). Correlation was determined as either excellent ([Formula: see text] 0.8), strong (0.6-0.79), moderate (0.4-0.59) or weak (< 0.4). RESULTS The data in SweTrau had good accuracy (85.8%), correctness (89.7%) and data completeness (88.5%), as well as strong or excellent correlation (87.5%). Case completeness was 44.3%, however, for NISS > 15 case completeness was 100%. Median time to registration was 4.5 months, with 84.2% registered one year after the trauma. The comparability showed an accordance with the Utstein Template of Trauma of almost 90%. CONCLUSIONS The validity of SweTrau is good, with high accuracy, correctness, data completeness and correlation. The data are comparable to other trauma registries using the Utstein Template of Trauma; however, timeliness and case completeness are areas of improvement.
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Affiliation(s)
- Lina Holmberg
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.
| | | | - Kevin Mani
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Anders Wanhainen
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Håkan Andréasson
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Fredrik Linder
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
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Nyberger K, Caragounis EC, Djerf P, Wahlgren CM. Management and outcomes of firearm-related vascular injuries. Scand J Trauma Resusc Emerg Med 2023; 31:35. [PMID: 37420263 DOI: 10.1186/s13049-023-01098-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/29/2023] [Indexed: 07/09/2023] Open
Abstract
BACKGROUND Violence due to firearms is a major global public health issue and vascular injuries from firearms are particularly lethal. The aim of this study was to analyse population-based epidemiology of firearm-related vascular injuries. METHODS This was a retrospective nationwide epidemiological study including all patients with firearm injuries from the national Swedish Trauma Registry (SweTrau) from January 1, 2011 to December 31, 2019. There were 71,879 trauma patients registered during the study period, of which 1010 patients were identified with firearm injuries (1.4%), and 162 (16.0%) patients with at least one firearm-related vascular injury. RESULTS There were 162 patients admitted with 238 firearm-related vascular injuries, 96.9% men (n = 157), median age 26.0 years [IQR 22-33]. There was an increase in vascular firearm injuries over time (P < 0.005). The most common anatomical vascular injury location was lower extremity (41.7%) followed by abdomen (18.9%) and chest (18.9%). The dominating vascular injuries were common femoral artery (17.6%, 42/238), superficial femoral artery (7.1%, 17/238), and iliac artery (7.1%, 17/238). Systolic blood pressure (SBP) < 90 mmHg or no palpable radial pulse in the emergency department was seen in 37.7% (58/154) of patients. The most common vascular injuries in this cohort with hemodynamic instability were thoracic aorta 16.5% (16/97), femoral artery 10.3% (10/97), inferior vena cava 7.2% (7/97), lung vessels 6.2% (6/97) and iliac vessels 5.2% (5/97). There were 156 registered vascular surgery procedures including vascular suturing (22%, 34/156) and bypass/interposition graft (21%, 32/156). Endovascular stent was placed in five patients (3.2%). The 30-day and 90-day mortality was 29.9% (50/162) and 33.3% (54/162), respectively. Most deaths (79.6%; 43/54) were within 24-h of injury. In the multivariate regression analysis, vascular injury to chest (P < 0.001) or abdomen (P = 0.002) and injury specifically to thoracic aorta (P < 0.001) or femoral artery (P = 0.022) were associated with 24-h mortality. CONCLUSIONS Firearm-related vascular injuries caused significant morbidity and mortality. The lower extremity was the most common injury location but vascular injuries to chest and abdomen were most lethal. Improved early hemorrhage control strategies seem critical for better outcome.
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Affiliation(s)
- Karolina Nyberger
- Department of Molecular Medicine and Surgery, Karolinska Institute, 171 76, Stockholm, Sweden.
- Department of Trauma, Emergency Surgery and Orthopedics, Karolinska University Hospital, Stockholm, Sweden.
- Department of Vascular Surgery, Karolinska University Hospital, Stockholm, Sweden.
| | - Eva-Corina Caragounis
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska University Hospital, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Pauline Djerf
- Department of Surgery, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Carl-Magnus Wahlgren
- Department of Molecular Medicine and Surgery, Karolinska Institute, 171 76, Stockholm, Sweden
- Department of Vascular Surgery, Karolinska University Hospital, Stockholm, Sweden
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Cuevas-Østrem M, Thorsen K, Wisborg T, Røise O, Helseth E, Jeppesen E. Care pathways and factors associated with interhospital transfer to neurotrauma centers for patients with isolated moderate-to-severe traumatic brain injury: a population-based study from the Norwegian trauma registry. Scand J Trauma Resusc Emerg Med 2023; 31:34. [PMID: 37365649 DOI: 10.1186/s13049-023-01097-7] [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: 04/15/2023] [Accepted: 06/13/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND Systems ensuring continuity of care through the treatment chain improve outcomes for traumatic brain injury (TBI) patients. Non-neurosurgical acute care trauma hospitals are central in providing care continuity in current trauma systems, however, their role in TBI management is understudied. This study aimed to investigate characteristics and care pathways and identify factors associated with interhospital transfer to neurotrauma centers for patients with isolated moderate-to-severe TBI primarily admitted to acute care trauma hospitals. METHODS A population-based cohort study from the national Norwegian Trauma Registry (2015-2020) of adult patients (≥ 16 years) with isolated moderate-to-severe TBI (Abbreviated Injury Scale [AIS] Head ≥ 3, AIS Body < 3 and maximum 1 AIS Body = 2). Patient characteristics and care pathways were compared across transfer status strata. A generalized additive model was developed using purposeful selection to identify factors associated with transfer and how they affected transfer probability. RESULTS The study included 1735 patients admitted to acute care trauma hospitals, of whom 692 (40%) were transferred to neurotrauma centers. Transferred patients were younger (median 60 vs. 72 years, P < 0.001), more severely injured (median New Injury Severity Score [NISS]: 29 vs. 17, P < 0.001), and had lower admission Glasgow Coma Scale (GCS) scores (≤ 13: 55% vs. 27, P < 0.001). Increased transfer probability was significantly associated with reduced GCS scores, comorbidity in patients < 77 years, and increasing NISSs until the effect was inverted at higher scores. Decreased transfer probability was significantly associated with increasing age and comorbidity, and distance between the acute care trauma hospital and the nearest neurotrauma center, except for extreme NISSs. CONCLUSIONS Acute care trauma hospitals managed a substantial burden of isolated moderate-to-severe TBI patients primarily and definitively, highlighting the importance of high-quality neurotrauma care in non-neurosurgical hospitals. The transfer probability declined with increasing age and comorbidity, suggesting that older patients were carefully selected for transfer to specialized care.
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Affiliation(s)
- Mathias Cuevas-Østrem
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway.
- Department of Research, Norwegian Air Ambulance Foundation, Oslo, Norway.
- Norwegian Trauma Registry, Division of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway.
- C/O Norwegian Air Ambulance Foundation, Postboks 414 Sentrum, Oslo, 0103, Norway.
| | - Kjetil Thorsen
- Department of Research, Norwegian Air Ambulance Foundation, Oslo, Norway
| | - Torben Wisborg
- INTEREST: Interprofessional Rural Research Team-Finnmark, Faculty of Health Sciences, University of Tromsø-the Arctic University of Norway, Hammerfest, Norway
- Norwegian National Advisory Unit on Trauma, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
- Hammerfest Hospital, Department of Anaesthesiology and Intensive Care, Finnmark Health Trust, Hammerfest, Norway
| | - Olav Røise
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
- Norwegian Trauma Registry, Division of Orthopaedic Surgery, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Eirik Helseth
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
| | - Elisabeth Jeppesen
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
- Department of Research, Norwegian Air Ambulance Foundation, Oslo, Norway
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Lecky F. National Neurotrauma Registry Data in Low- and Middle-Income Countries - Current Status and Future Requirements Comment on "Neurotrauma Surveillance in National Registries of Low- and Middle-Income Countries: A Scoping Review and Comparative Analysis of Data Dictionaries". Int J Health Policy Manag 2023; 12:7935. [PMID: 37579402 PMCID: PMC10461831 DOI: 10.34172/ijhpm.2023.7935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 04/03/2023] [Indexed: 08/16/2023] Open
Abstract
Since 1990 National Trauma Registries, - taking the form of "not for profit" small and medium enterprises - have been integral to improvementsin major injury case fatality in high-income settings. This is laudable but unsatisfactory as globally most years of life lost to injury occur in low- and middle-income countries (LMICs). International Journal of Health Policy and Management, recently published a scoping review of neurotrauma registries in LMICs by Barthelemy et al; from this the commentary reflects on the state of the art and how these LMIC registries could be taken to "the next level" as meaningful tools for improving major injury patient care.
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Affiliation(s)
- Fiona Lecky
- CURE, School of Health and Related Research, University of Sheffield, Sheffield, UK
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Chen TH, Wu MY, Do Shin S, Jamaluddin SF, Son DN, Hong KJ, Jen-Tang S, Tanaka H, Hsiao CH, Hsieh SL, Chien DK, Tsai W, Chang WH, Chiang WC. Discriminant ability of the shock index, modified shock index, and reverse shock index multiplied by the Glasgow coma scale on mortality in adult trauma patients: a PATOS retrospective cohort study. Int J Surg 2023; 109:1231-1238. [PMID: 37222717 PMCID: PMC10389576 DOI: 10.1097/js9.0000000000000287] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 01/26/2023] [Indexed: 05/25/2023]
Abstract
BACKGROUND The shock index (SI) predicts short-term mortality in trauma patients. Other shock indices have been developed to improve discriminant accuracy. The authors examined the discriminant ability of the SI, modified SI (MSI), and reverse SI multiplied by the Glasgow Coma Scale (rSIG) on short-term mortality and functional outcomes. METHODS The authors evaluated a cohort of adult trauma patients transported to emergency departments. The first vital signs were used to calculate the SI, MSI, and rSIG. The areas under the receiver operating characteristic curves and test results were used to compare the discriminant performance of the indices on short-term mortality and poor functional outcomes. A subgroup analysis of geriatric patients with traumatic brain injury, penetrating injury, and nonpenetrating injury was performed. RESULTS A total of 105 641 patients (49±20 years, 62% male) met the inclusion criteria. The rSIG had the highest areas under the receiver operating characteristic curve for short-term mortality (0.800, CI: 0.791-0.809) and poor functional outcome (0.596, CI: 0.590-0.602). The cutoff for rSIG was 18 for short-term mortality and poor functional outcomes with sensitivities of 0.668 and 0.371 and specificities of 0.805 and 0.813, respectively. The positive predictive values were 9.57% and 22.31%, and the negative predictive values were 98.74% and 89.97%. rSIG also had better discriminant ability in geriatrics, traumatic brain injury, and nonpenetrating injury. CONCLUSION The rSIG with a cutoff of 18 was accurate for short-term mortality in Asian adult trauma patients. Moreover, rSIG discriminates poor functional outcomes better than the commonly used SI and MSI.
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Affiliation(s)
- Tse-Hao Chen
- Department of Emergency Medicine, Mackay Memorial Hospital
| | - Meng-Yu Wu
- Department of Emergency Medicine, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation
- Department of Emergency Medicine, School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Sang Do Shin
- Department of Emergency Medicine, Seoul National University College of Medicine and Hospital, Seoul, Korea
| | | | - Do Ngoc Son
- Center for Critical Care Medicine, Bach Mai Hospital
- Department of Emergency and Critical Care Medicine, Hanoi Medical University
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
| | - Ki Jeong Hong
- Department of Emergency Medicine, Seoul National University College of Medicine and Hospital, Seoul, Korea
| | - Sun Jen-Tang
- Department of Emergency Medicine, Far Eastern Memorial Hospital
| | - Hideharu Tanaka
- Department of Emergency Medical System, Graduate School of Kokushikan University, Tokyo, Japan
| | - Chien-Han Hsiao
- Department of Linguistics, Indiana University, Bloomington, Indiana, USA
| | | | - Ding-Kuo Chien
- Department of Emergency Medicine, Mackay Memorial Hospital
- Depertment of Medicine, MacKay Medical College
- MacKay Junior College of Medicine, Nursing, and Management
| | - Weide Tsai
- Department of Emergency Medicine, Mackay Memorial Hospital
- Depertment of Medicine, MacKay Medical College
- MacKay Junior College of Medicine, Nursing, and Management
| | - Wen-Han Chang
- Department of Emergency Medicine, Mackay Memorial Hospital
- Depertment of Medicine, MacKay Medical College
- MacKay Junior College of Medicine, Nursing, and Management
| | - Wen-Chu Chiang
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei City
- Department of Emergency Medicine, National Taiwan University Hospital, Yunlin Branch, Douliu City
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Bossers SM, Mansvelder F, Loer SA, Boer C, Bloemers FW, Van Lieshout EMM, Den Hartog D, Hoogerwerf N, van der Naalt J, Absalom AR, Schwarte LA, Twisk JWR, Schober P. Association between prehospital end-tidal carbon dioxide levels and mortality in patients with suspected severe traumatic brain injury. Intensive Care Med 2023; 49:491-504. [PMID: 37074395 DOI: 10.1007/s00134-023-07012-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 02/19/2023] [Indexed: 04/20/2023]
Abstract
PURPOSE Severe traumatic brain injury is a leading cause of mortality and morbidity, and these patients are frequently intubated in the prehospital setting. Cerebral perfusion and intracranial pressure are influenced by the arterial partial pressure of CO2 and derangements might induce further brain damage. We investigated which lower and upper limits of prehospital end-tidal CO2 levels are associated with increased mortality in patients with severe traumatic brain injury. METHODS The BRAIN-PROTECT study is an observational multicenter study. Patients with severe traumatic brain injury, treated by Dutch Helicopter Emergency Medical Services between February 2012 and December 2017, were included. Follow-up continued for 1 year after inclusion. End-tidal CO2 levels were measured during prehospital care and their association with 30-day mortality was analyzed with multivariable logistic regression. RESULTS A total of 1776 patients were eligible for analysis. An L-shaped association between end-tidal CO2 levels and 30-day mortality was observed (p = 0.01), with a sharp increase in mortality with values below 35 mmHg. End-tidal CO2 values between 35 and 45 mmHg were associated with better survival rates compared to < 35 mmHg. No association between hypercapnia and mortality was observed. The odds ratio for the association between hypocapnia (< 35 mmHg) and mortality was 1.89 (95% CI 1.53-2.34, p < 0.001) and for hypercapnia (≥ 45 mmHg) 0.83 (0.62-1.11, p = 0.212). CONCLUSION A safe zone of 35-45 mmHg for end-tidal CO2 guidance seems reasonable during prehospital care. Particularly, end-tidal partial pressures of less than 35 mmHg were associated with a significantly increased mortality.
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Affiliation(s)
- Sebastiaan M Bossers
- Department of Anesthesiology, Amsterdam University Medical Center, Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
| | - Floor Mansvelder
- Department of Anesthesiology, Amsterdam University Medical Center, Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Stephan A Loer
- Department of Anesthesiology, Amsterdam University Medical Center, Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Christa Boer
- Department of Anesthesiology, Amsterdam University Medical Center, Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Frank W Bloemers
- Department of Surgery, Amsterdam University Medical Center, Location VUmc, de Boelelaan 1117, Amsterdam, The Netherlands
| | - Esther M M Van Lieshout
- Trauma Research Unit Dept. of Surgery, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, The Netherlands
| | - Dennis Den Hartog
- Trauma Research Unit Dept. of Surgery, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, The Netherlands
| | - Nico Hoogerwerf
- Department of Anesthesiology, Radboud Unversity Medical Center, Geert Grooteplein Zuid 10, Nijmegen, The Netherlands
- Helicopter Emergency Medical Service Lifeliner 3, Zeelandsedijk 10, Volkel, The Netherlands
| | - Joukje van der Naalt
- Department of Neurology, University Medical Center Groningen, Hanzeplein 1, Groningen, The Netherlands
| | - Anthony R Absalom
- Department of Anesthesiology, University Medical Center Groningen, Hanzeplein 1, Groningen, The Netherlands
| | - Lothar A Schwarte
- Department of Anesthesiology, Amsterdam University Medical Center, Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Helicopter Emergency Medical Service Lifeliner 1, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Jos W R Twisk
- Department of Epidemiology and Biostatistics, Amsterdam University Medical Center, De Boelelaan 1089a, Amsterdam, The Netherlands
| | - Patrick Schober
- Department of Anesthesiology, Amsterdam University Medical Center, Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Helicopter Emergency Medical Service Lifeliner 1, De Boelelaan 1117, Amsterdam, The Netherlands
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Driessen MLS, van Zwet EW, Sturms LM, de Jongh MAC, Leenen LPH. Funnel plots a graphical instrument for the evaluation of population performance and quality of trauma care: a blueprint of implementation. Eur J Trauma Emerg Surg 2023; 49:513-522. [PMID: 36083495 DOI: 10.1007/s00068-022-02100-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 08/26/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Using patient outcomes to monitor medical centre performance has become an essential part of modern health care. However, classic league tables generally inflict stigmatization on centres rated as "poor performers", which has a negative effect on public trust and professional morale. In the present study, we aim to illustrate that funnel plots, including trends over time, can be used as a method to control the quality of data and to monitor and assure the quality of trauma care. Moreover, we aimed to present a set of regulations on how to interpret and act on underperformance or overperformance trends presented in funnel plots. METHODS A retrospective observational cohort study was performed using the Dutch National Trauma Registry (DNTR). Two separate datasets were created to assess the effects of healthy and multiple imputations to cope with missing values. Funnel plots displaying the performance of all trauma-receiving hospitals in 2020 were generated, and in-hospital mortality was used as the main indicator of centre performance. Indirect standardization was used to correct for differences in the types of cases. Comet plots were generated displaying the performance trends of two level-I trauma centres since 2017 and 2018. RESULTS Funnel plots based on data using healthy imputation for missing values can highlight centres lacking good data quality. A comet plot illustrates the performance trend over multiple years, which is more indicative of a centre's performance compared to a single measurement. Trends analysis offers the opportunity to closely monitor an individual centres' performance and direct evaluation of initiated improvement strategies. CONCLUSION This study describes the use of funnel and comet plots as a method to monitor and assure high-quality data and to evaluate trauma centre performance over multiple years. Moreover, this is the first study to provide a regulatory blueprint on how to interpret and act on the under- or overperformance of trauma centres. Further evaluations are needed to assess its functionality. LEVEL OF EVIDENCE Retrospective study, level III.
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Affiliation(s)
- M L S Driessen
- Dutch Network for Emergency Care (LNAZ), Newtonlaan 115, 3584 BH, Utrecht, The Netherlands.
| | - E W van Zwet
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, The Netherlands
| | - L M Sturms
- Dutch Network for Emergency Care (LNAZ), Newtonlaan 115, 3584 BH, Utrecht, The Netherlands
| | - M A C de Jongh
- Brabant Trauma Registry, Network Emergency Care Brabant, Tilburg, The Netherlands
| | - L P H Leenen
- Department of Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
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Bouderba S, Lecky F, Soltana K, Neveu X, Kumar DS, Bouamra O, Coats TJ, Tardif PA, Belcaid A, Gonthier C, Moore L. Comparison of trauma care structures, processes and outcomes between the English National Health Service and Quebec, Canada. Can J Surg 2023; 66:E32-E41. [PMID: 36653031 PMCID: PMC9854907 DOI: 10.1503/cjs.001822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/28/2022] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Comparisons across trauma systems are key to identifying opportunities to improve trauma care. We aimed to compare trauma service structures, processes and outcomes between the English National Health Service (NHS) and the province of Quebec, Canada. METHODS We conducted a multicentre cohort study including admissions of patients aged older than 15 years with major trauma to major trauma centres (MTCs) from 2014/15 to 2016/17. We compared structures descriptively, and time to MTC and time in the emergency department (ED) using Wilcoxon tests. We compared mortality, and hospital and intensive care unit (ICU) length of stay (LOS) using multilevel logistic regression with propensity score adjustment, stratified by body region of the worst injury. RESULTS The sample comprised 36 337 patients from the NHS and 6484 patients from Quebec. Structural differences in the NHS included advanced prehospital medical teams (v. "scoop and run" in Quebec), helicopter transport (v. fixed-wing aircraft) and trauma team leaders. The median time to an MTC was shorter in Quebec than in the NHS for direct transports (1 h v. 1.5 h, p < 0.001) but longer for transfers (2.5 h v. 6 h, p < 0.001). Time in the ED was longer in Quebec than in the NHS (6.5 h v. 4.0 h, p < 0.001). The adjusted odds of death were higher in Quebec for head injury (odds ratio [OR] 1.28, 95% confidence interval [CI] 1.09-1.51) but lower for thoracoabdominal injuries (OR 0.69, 95% CI 0.52-0.90). The adjusted median hospital LOS was longer for spine, torso and extremity injuries in the NHS than in Quebec, and the median ICU LOS was longer for spine injuries. CONCLUSION We observed significant differences in the structure of trauma care, delays in access and risk-adjusted outcomes between Quebec and the NHS. Future research should assess associations between structures, processes and outcomes to identify opportunities for quality improvement.
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Affiliation(s)
- Samy Bouderba
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Fiona Lecky
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Kahina Soltana
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Xavier Neveu
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Dhushy Surendra Kumar
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Omar Bouamra
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Timothy J Coats
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Pier-Alexandre Tardif
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Amina Belcaid
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Catherine Gonthier
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
| | - Lynne Moore
- From the Department of Social and Preventive Medicine, Université Laval, Québec, Que. (Bouderba, Soltana, Tardif, Moore); the Population Health and Optimal Health Practices Research Unit, Trauma-Emergency-Critical Care Medicine, Centre de recherche du CHU de Quebec - Université Laval, Hôpital de l'Enfant-Jésus, Québec, Que. (Bouderba, Soltana, Neveu, Tardif, Moore); the Department of Emergency Medicine, University of Sheffield, Sheffield, UK (Lecky); the Trauma Audit and Research Network, Salford, UK (Kumar); the Department of Biology, Medicine and Health, Trauma Audit and Research Network, Manchester, UK (Bouamra); the Department of Cardiovascular Sciences, University of Leicester, Leicester, UK (Coats); and the Institut national d'excellence en santé et en services sociaux, Québec, Que. (Belcaid, Gonthier)
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Lundin A, Akram SK, Berg L, Göransson KE, Enocson A. Thoracic injuries in trauma patients: epidemiology and its influence on mortality. Scand J Trauma Resusc Emerg Med 2022; 30:69. [PMID: 36503613 PMCID: PMC9743732 DOI: 10.1186/s13049-022-01058-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Thoracic injuries are common among trauma patients. Studies on trauma patients with thoracic injuries have reported considerable differences in morbidity and mortality, and there is limited research on comparison between trauma patients with and without thoracic injuries, particularly in the Scandinavian population. Thoracic injuries in trauma patients should be identified early and need special attention since the differences in injury patterns among patient population are important as they entail different treatment regimens and influence patient outcomes. The aim of the study was to describe the epidemiology of trauma patients with and without thoracic injuries and its influence on 30-day mortality. METHODS Patients were identified through the Karolinska Trauma Register. The Abbreviated Injury Scale (AIS) system was used to find patients with thoracic injuries. Logistic regression analysis was performed to evaluate factors [age, gender, ASA class, GCS (Glasgow Coma Scale), NISS (New Injury Severity Score) and thoracic injury] associated with 30-day mortality. RESULTS A total of 2397 patients were included. Of those, 768 patients (32%) had a thoracic injury. The mean (± SD, range) age of all patients (n = 2397) was 46 (20, 18-98) years, and the majority (n = 1709, 71%) of the patients were males. There was a greater proportion of patients with rib fractures among older (≥ 60 years) patients, whereas younger patients had a higher proportion of injuries to the internal thoracic organs. The 30-day mortality was 11% (n = 87) in patients with thoracic injury and 4.3% (n = 71) in patients without. After multivariable adjustment, a thoracic injury was found to be associated with an increased risk of 30-day mortality (OR 1.9, 95% CI 1.3-3.0); as was age ≥ 60 years (OR 3.7, 95% CI 2.3-6.0), ASA class 3-4 (OR 2.3, 95% CI 1.4-3.6), GCS 1-8 (OR 21, 95% CI 13-33) and NISS > 15 (OR 4.2, 2.4-7.3). CONCLUSION Thoracic injury was an independent predictor of 30-day mortality after adjustment for relevant key variables. We also found a difference in injury patterns with older patients having a higher proportion of rib fractures, whilst younger patients suffered more internal thoracic organ injuries.
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Affiliation(s)
- Andrea Lundin
- grid.24381.3c0000 0000 9241 5705Department of Trauma, Acute Surgery and Orthopaedics, Karolinska University Hospital, 171 64 Stockholm, Sweden ,grid.4714.60000 0004 1937 0626Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Shahzad K. Akram
- grid.24381.3c0000 0000 9241 5705Department of Trauma, Acute Surgery and Orthopaedics, Karolinska University Hospital, 171 64 Stockholm, Sweden ,grid.4714.60000 0004 1937 0626Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Lena Berg
- grid.4714.60000 0004 1937 0626Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden ,grid.411953.b0000 0001 0304 6002School of Health and Welfare, Dalarna University, Falun, Sweden
| | - Katarina E. Göransson
- grid.4714.60000 0004 1937 0626Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden ,grid.411953.b0000 0001 0304 6002School of Health and Welfare, Dalarna University, Falun, Sweden
| | - Anders Enocson
- grid.24381.3c0000 0000 9241 5705Department of Trauma, Acute Surgery and Orthopaedics, Karolinska University Hospital, 171 64 Stockholm, Sweden ,grid.4714.60000 0004 1937 0626Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
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Ohlén D, Hedberg M, Martinsson P, von Oelreich E, Djärv T, Jonsson Fagerlund M. Characteristics and outcome of traumatic cardiac arrest at a level 1 trauma centre over 10 years in Sweden. Scand J Trauma Resusc Emerg Med 2022; 30:54. [PMID: 36253786 PMCID: PMC9575295 DOI: 10.1186/s13049-022-01039-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 09/16/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Historically, resuscitation in traumatic cardiac arrest (TCA) has been deemed futile. However, recent literature reports improved but varying survival. Current European guidelines emphasise the addressing of reversible aetiologies in TCA and propose that a resuscitative thoracotomy may be performed within 15 min from last sign of life. To improve clinician understanding of which patients benefit from resuscitative efforts we aimed to describe the characteristics and 30-day survival for traumatic cardiac arrest at a Swedish trauma centre with a particular focus on resuscitative thoracotomy. METHODS Retrospective cohort study of adult patients (≥ 15 years) with TCA managed at Karolinska University Hospital Solna between 2011 and 2020. Trauma demographics, intra-arrest factors, lab values and procedures were compared between survivors and non-survivors. RESULTS Among the 284 included patients the median age was 38 years, 82.2% were male and 60.5% were previously healthy. Blunt trauma was the dominant injury in 64.8% and median Injury Severity Score (ISS) was 38. For patients with a documented arrest rhythm, asystole was recorded in 39.2%, pulseless electric activity in 24.8% and a shockable rhythm in 6.8%. Thirty patients (10.6%) survived to 30 days with a Glasgow Outcome Scale score of 3 (n = 23) or 4 (n = 7). The most common causes of death were haemorrhagic shock (50.0%) and traumatic brain injury (25.5%). Survivors had a lower ISS (P < 0.001), more often had reactive pupils (P < 0.001) and a shockable rhythm (P = 0.04). In the subset of prehospital TCA, survivors less frequently received adrenaline (epinephrine) (P < 0.001) and in lower amounts (P = 0.02). Of patients that underwent resuscitative thoracotomy (n = 101), survivors (n = 12) had a shorter median time from last sign of life to thoracotomy (P = 0.03), however in four of these survivors the time exceeded 15 min. CONCLUSION Survival after TCA is possible. Determining futility in TCA is difficult and this study demonstrates survivors outside of recent guidelines.
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Affiliation(s)
- Daniel Ohlén
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
- Department of Physiology and Pharmacology, Section for Anaesthesiology and Intensive Care Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Magnus Hedberg
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
- Department of Physiology and Pharmacology, Section for Anaesthesiology and Intensive Care Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Paula Martinsson
- Department of Acute and Reparative Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Erik von Oelreich
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
- Department of Physiology and Pharmacology, Section for Anaesthesiology and Intensive Care Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Therese Djärv
- Department of Acute and Reparative Medicine, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Malin Jonsson Fagerlund
- Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
- Department of Physiology and Pharmacology, Section for Anaesthesiology and Intensive Care Medicine, Karolinska Institutet, Stockholm, Sweden
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Gauss T, Richards JE, Tortù C, Ageron FX, Hamada S, Josse J, Husson F, Harrois A, Scalea TM, Vivant V, Meaudre E, Morrison JJ, Galvagno S, Bouzat P. Association of Early Norepinephrine Administration With 24-Hour Mortality Among Patients With Blunt Trauma and Hemorrhagic Shock. JAMA Netw Open 2022; 5:e2234258. [PMID: 36205999 PMCID: PMC9547317 DOI: 10.1001/jamanetworkopen.2022.34258] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
IMPORTANCE Hemorrhagic shock is a common cause of preventable death after injury. Vasopressor administration for patients with blunt trauma and hemorrhagic shock is often discouraged. OBJECTIVE To evaluate the association of early norepinephrine administration with 24-hour mortality among patients with blunt trauma and hemorrhagic shock. DESIGN, SETTING, AND PARTICIPANTS This retrospective, multicenter, observational cohort study used data from 3 registries in the US and France on all consecutive patients with blunt trauma from January 1, 2013, to December 31, 2018. Patients were alive on admission with hemorrhagic shock, defined by prehospital or admission systolic blood pressure less than 100 mm Hg and evidence of hemorrhage (ie, prehospital or resuscitation room transfusion of packed red blood cells, receipt of emergency treatment for hemorrhage control, transfusion of >10 units of packed red blood cells in the first 24 hours, or death from hemorrhage). Blunt trauma was defined as any exposure to nonpenetrating kinetic energy, collision, or deceleration. Statistical analysis was performed from January 15, 2021, to February 22, 2022. EXPOSURE Continuous administration of norepinephrine in the prehospital environment or resuscitation room prior to hemorrhage control, according to European guidelines. MAIN OUTCOMES AND MEASURES The primary outcome was 24-hour mortality, and the secondary outcome was in-hospital mortality. The average treatment effect (ATE) of early norepinephrine administration on 24-hour mortality was estimated according to the Rubin causal model. Inverse propensity score weighting and the doubly robust approach with 5 distinct analytical strategies were used to determine the ATE. RESULTS A total of 52 568 patients were screened for inclusion, and 2164 patients (1508 men [70%]; mean [SD] age, 46 [19] years; median Injury Severity Score, 29 [IQR, 17-36]) presented with acute hemorrhage and were included. A total of 1497 patients (69.1%) required emergency hemorrhage control, 128 (5.9%) received a prehospital transfusion of packed red blood cells, and 543 (25.0%) received a massive transfusion. Norepinephrine was administered to 1498 patients (69.2%). The 24-hour mortality rate was 17.8% (385 of 2164), and the in-hospital mortality rate was 35.6% (770 of 2164). None of the 5 analytical strategies suggested any statistically significant association between norepinephrine administration and 24-hour mortality, with ATEs ranging from -4.6 (95% CI, -11.9 to 2.7) to 2.1 (95% CI, -2.1 to 6.3), or between norepinephrine administration and in-hospital mortality, with ATEs ranging from -1.3 (95% CI, -9.5 to 6.9) to 5.3 (95% CI, -2.1 to 12.8). CONCLUSIONS AND RELEVANCE The findings of this study suggest that early norepinephrine infusion was not associated with 24-hour or in-hospital mortality among patients with blunt trauma and hemorrhagic shock. Randomized clinical trials that study the effect of early norepinephrine administration among patients with trauma and hypotension are warranted to further assess whether norepinephrine is safe for patients with hemorrhagic shock.
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Affiliation(s)
- Tobias Gauss
- Anesthesia and Critical Care, Grenoble Alpes University Hospital, Grenoble, France
| | - Justin E. Richards
- Program in Trauma, R Adams Cowley Shock Trauma Center, University of Maryland School of Medicine, Baltimore
| | | | - François-Xavier Ageron
- Emergency Department, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Sophie Hamada
- Department of Anesthesia and Critical Care, Hôpital Européen Georges Pompidou, AP-HP, Université de Paris, Paris, France
- Centre de Recherche en épidémiologie et Santé des populations, INSERM U 10-18, Université Paris-Saclay, Paris, France
| | - Julie Josse
- National Institute for Research in Digital Science and Technology (INRIA), Montpellier, France
| | - François Husson
- Institut Agro, Université Rennes, French National Centre for Scientific Research, Institut de recherche mathématique de Rennes, Rennes, France
| | - Anatole Harrois
- Department of Anesthesiology and Critical Care, Bicêtre Hospital, AP-HP, University Paris Saclay, Le Kremlin Bicêtre, France
| | - Thomas M. Scalea
- Program in Trauma, R Adams Cowley Shock Trauma Center, University of Maryland School of Medicine, Baltimore
| | | | - Eric Meaudre
- Department of Intensive Care Unit and Anesthesia, Military Teaching Hospital Sainte-Anne, Toulon, France
| | - Jonathan J. Morrison
- Program in Trauma, R Adams Cowley Shock Trauma Center, University of Maryland School of Medicine, Baltimore
| | - Samue Galvagno
- Program in Trauma, R Adams Cowley Shock Trauma Center, University of Maryland School of Medicine, Baltimore
| | - Pierre Bouzat
- Anesthesia and Critical Care, Grenoble Alpes University Hospital, Grenoble, France
- University Grenoble Alpes, INSERM, U1216, CHU Grenoble Alpes, Grenoble Institute Neurosciences, Grenoble, France
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Differences in time-critical interventions and radiological examinations between adult and older trauma patients: A national register-based study. J Trauma Acute Care Surg 2022; 93:503-512. [PMID: 35137729 PMCID: PMC9488941 DOI: 10.1097/ta.0000000000003570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Older trauma patients are reported to receive lower levels of care than younger adults. Differences in clinical management between adult and older trauma patients hold important information about potential trauma system improvement targets. The aim of this study was to compare prehospital and early in-hospital management of adult and older trauma patients, focusing on time-critical interventions and radiological examinations. METHODS Retrospective analysis of the Norwegian Trauma Registry for 2015 through 2018. Trauma patients 16 years or older met by a trauma team and with New Injury Severity Score of 9 or greater were included, dichotomized into age groups 16 years to 64 years and 65 years or older. Prehospital and emergency department clinical management, advanced airway management, chest decompression, and admission radiological examinations was compared between groups applying descriptive statistics and appropriate statistical tests. RESULTS There were 9543 patients included, of which 28% (n = 2711) were 65 years or older. Older patients, irrespective of injury severity, were less likely attended by a prehospital doctor/paramedic team (odds ratio [OR], 0.64; 95% confidence interval [CI], 0.57-0.71), conveyed by air ambulance (OR, 0.65; 95% CI, 0.58-0.73), and transported directly to a trauma center (OR, 0.86; 95% CI, 0.79-0.94). Time-critical intervention and primary survey radiological examination rates only differed between age groups among patients with New Injury Severity Score of 25 or greater, showing lower rates for older adults (advanced airway management: OR, 0.60; 95% CI, 0.47-0.76; chest decompression: OR, 0.46; 95% CI, 0.25-0.85; x-ray chest: OR, 0.54; 95% CI, 0.39-0.75; x-ray pelvis: OR, 0.69; 95% CI, 0.57-0.84). However, for the patients attended by a doctor/paramedic team, there were no management differences between age groups. CONCLUSION Older trauma patients were less likely to receive advanced prehospital care compared with younger adults. Older patients with very severe injuries received fewer time-critical interventions and radiological examinations. Improved dispatch of doctor/paramedic teams to older adults and assessment of the impact the observed differences have on outcome are future research priorities. LEVEL OF EVIDENCE Therapeutic/Care Management; Level III.
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Costa A, Carron PN, Zingg T, Roberts I, Ageron FX. Early identification of bleeding in trauma patients: external validation of traumatic bleeding scores in the Swiss Trauma Registry. Crit Care 2022; 26:296. [PMID: 36171598 PMCID: PMC9520811 DOI: 10.1186/s13054-022-04178-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 09/21/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Early identification of bleeding at the scene of an injury is important for triage and timely treatment of injured patients and transport to an appropriate facility. The aim of the study is to compare the performance of different bleeding scores. METHODS We examined data from the Swiss Trauma Registry for the years 2015-2019. The Swiss Trauma Registry includes patients with major trauma (injury severity score (ISS) ≥ 16 and/or abbreviated injury scale (AIS) head ≥ 3) admitted to any level-one trauma centre in Switzerland. We evaluated ABC, TASH and Shock index (SI) scores, used to predict massive transfusion (MT) and the BATT score and used to predict death from bleeding. We evaluated the scores when used prehospital and in-hospital in terms of discrimination (C-Statistic) and calibration (calibration slope). The outcomes were early death within 24 h and the receipt of massive transfusion (≥ 10 Red Blood cells (RBC) units in the first 24 h or ≥ 3 RBC units in the first hour). RESULTS We examined data from 13,222 major trauma patients. There were 1,533 (12%) deaths from any cause, 530 (4%) early deaths within 24 h, and 523 (4%) patients who received a MT (≥ 3 RBC within the first hour). In the prehospital setting, the BATT score had the highest discrimination for early death (C-statistic: 0.86, 95% CI 0.84-0.87) compared to the ABC score (0.63, 95% CI 0.60-0.65) and SI (0.53, 95% CI 0.50-0.56), P < 0.001. At hospital admission, the TASH score had the highest discrimination for MT (0.80, 95% CI 0.78-0.82). The positive likelihood ratio for early death were superior to 5 for BATT, ABC and TASH. The negative likelihood ratio for early death was below 0.1 only for the BATT score. CONCLUSIONS The BATT score accurately estimates the risk of early death with excellent performance, low undertriage, and can be used for prehospital treatment decision-making. Scores predicting MT presented a high undertriage rate. The outcome MT seems not appropriate to stratify the risk of life-threatening bleeding. TRIAL REGISTRATION Clinicaltrials.gov, NCT04561050 . Registered 15 September 2020.
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Affiliation(s)
- Alan Costa
- Department of Emergency Medicine, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 46, 1011, Lausanne, Switzerland.
| | - Pierre-Nicolas Carron
- Department of Emergency Medicine, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 46, 1011, Lausanne, Switzerland
| | - Tobias Zingg
- Department of Surgery, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
- Swiss Trauma Board, Lausanne, Switzerland
| | - Ian Roberts
- Clinical Trials Unit, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - François-Xavier Ageron
- Department of Emergency Medicine, Lausanne University Hospital, University of Lausanne, Rue du Bugnon 46, 1011, Lausanne, Switzerland
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Meyer MA, van den Bosch T, Haagsma JA, Heng M, Leenen LPH, Hietbrink F, Houwert RM, Kromkamp M, Nelen SD. Influence of psychiatric co-morbidity on health-related quality of life among major trauma patients. Eur J Trauma Emerg Surg 2022; 49:965-971. [PMID: 36152068 DOI: 10.1007/s00068-022-02114-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 09/17/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE The purpose of this study was to compare 1-year post-discharge health-related quality of life (HRQL) between trauma patients with and without psychiatric co-comorbidity. METHODS A retrospective single-center cohort study identified all severely injured adult trauma patients admitted to a Level 1 trauma center between 2018 and 2019. Bivariate analysis compared patients with and without psychiatric co-morbidity, which was defined as prior diagnosis by a healthcare provider or acute psychiatric consultation for new or chronic mental illness. HRQL metrics included the EuroQol-5D-5L (EQ-5D) questionnaire, visual analogue scale (EQ-VAS), and overall index score. A multiple linear regression model was utilized to identify predictors of EQ-5D index scores. RESULTS Analysis of baseline characteristics revealed significantly greater rates of substance abuse, severe extremity injuries, inpatient morbidity, and hospital length-of-stay among patients with psychiatric illness. At 1-year follow-up, patients with psychiatric co-morbidity had lower median EQ-5D index scores compared to the control group (0.71, interquartile range [IQR] 0.32 vs. 0.79, IQR 0.22, p = 0.03). There were no differences between groups in individual EQ-5D dimensions, nor in EQ-VAS scores. Presence of psychiatric co-morbidity was not found to independently predict EQ-5D index scores in the linear regression model. Instead, Injury Severity Score (standardized regression coefficient [SRC] - 0.15, 95% confidence interval [CI] - 0.010 to - 0.001) and American Society of Anesthesiologists Physical Status score (SRC - 0.13, 95% CI - 0.08 to - 0.004) predicted poor HRQL 1-year after injury. CONCLUSIONS Psychiatric co-morbidity does not independently predict low HRQL 1 year after injury. Instead, lower HRQL scores among patients with psychiatric co-morbidity appear to be mediated by baseline health status and injury severity.
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Affiliation(s)
- Maximilian A Meyer
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands. .,Department of Orthopedic Surgery, Massachusetts General Hospital, 55 Fruit Street, White Building 535, Boston, MA, 02114, USA.
| | - Tijmen van den Bosch
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.,Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Juanita A Haagsma
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Marilyn Heng
- Department of Orthopedic Surgery, Massachusetts General Hospital, 55 Fruit Street, White Building 535, Boston, MA, 02114, USA
| | - Loek P H Leenen
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Falco Hietbrink
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Marjan Kromkamp
- Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Stijn D Nelen
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
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Differences in characteristics between patients ≥ 65 and < 65 years of age with orthopaedic injuries after severe trauma. Scand J Trauma Resusc Emerg Med 2022; 30:51. [PMID: 36153545 PMCID: PMC9509558 DOI: 10.1186/s13049-022-01038-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 09/13/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Aim
Many trauma patients have associated orthopaedic injuries at admission. The existing literature regarding orthopaedic trauma often focuses on single injuries, but there is a paucity of information that gives an overview of this group of patients. Our aim was to describe the differences in characteristics between polytrauma patients ≥ 65 and < 65 years of age suffering orthopaedic injuries.
Methods
Patients registered in the Norwegian Trauma Registry (NTR) with an injury severity score (ISS) > 15 and orthopaedic injuries, who were admitted to Haukeland University Hospital in 2016–2018, were included. Data retrieved from the patients’ hospital records and NTR were analysed. The patients were divided into two groups based on age.
Results
The study comprised 175 patients, of which 128 (73%) and 47 (27%) were aged < 65 (Group 1) and ≥ 65 years (Group 2), respectively. The ISS and the new injury severity score (NISS) were similar in both groups. The dominating injury mechanism was traffic-related and thoracic injury was the most common location of main injury in both groups. The groups suffered a similar number of orthopaedic injuries. A significantly higher proportion of Group 1 underwent operative treatment for their orthopaedic injuries than in Group 2 (74% vs. 53%). The mortality in Group 2 was significantly higher than that in Group 1 (15% vs. 3%). In Group 2 most deaths were related to traffic injuries (71%). High energy falls and traffic-related incidents caused the same number of deaths in Group 1. In Group 1 abdominal injuries resulted in most deaths, while head injuries was the primary reason for deaths in Group 2.
Conclusions
Although the ISS and NISS were similar, mortality was significantly higher among patients aged ≥ 65 years compared to patients < 65 years of age. The younger age group underwent more frequently surgery for orthopaedic injuries than the elderly. There may be multiple reasons for this difference, but our study does not have sufficient data to draw any conclusions. Future studies may provide a deeper understanding of what causes treatment variation between age groups, which would hopefully help to further develop strategies to improve outcome for the elderly polytrauma patient.
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Bossers SM, Verheul R, van Zwet EW, Bloemers FW, Giannakopoulos GF, Loer SA, Schwarte LA, Schober P. Prehospital Intubation of Patients with Severe Traumatic Brain Injury: A Dutch Nationwide Trauma Registry Analysis. PREHOSP EMERG CARE 2022:1-7. [PMID: 36074561 DOI: 10.1080/10903127.2022.2119494] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
ObjectivePatients with severe traumatic brain injury (TBI) are commonly intubated during prehospital treatment despite a lack of evidence that this is beneficial. Accumulating evidence even suggests that prehospital intubation may be hazardous, in particular when performed by inexperienced EMS clinicians. To expand the limited knowledge base, we studied the relationship between prehospital intubation and hospital mortality in patients with severe TBI in a large Dutch trauma database. We specifically hypothesized that the relationship differs depending on whether a physician-based emergency medical service (EMS) was involved in the treatment, as opposed to intubation by paramedics.MethodsA retrospective analysis was performed using the Dutch Nationwide Trauma Registry that includes all trauma patients in the Netherlands who are admitted to any hospital with an emergency department. All patients treated for severe TBI (Head Abbreviated Injury Scale score ≥4) between January 2015 and December 2019 were selected. Multivariable logistic regression was used to assess the relationship between prehospital intubation and mortality while adjusting for potential confounders. An interaction term between prehospital intubation and the involvement of physician-based EMS was added to the model. Complete case analysis as well as multiple imputation were performed.Results8946 patients (62% male, median age 63 years) were analyzed. The hospital mortality was 26.4%. Overall, a relationship between prehospital intubation and higher mortality was observed (complete case: OR 1.86, 95%CI 1.35-2.57, P < 0.001; multiple imputation: OR 1.92, 95%CI 1.56-2.36, P < 0.001). Adding the interaction revealed that the relationship of prehospital intubation may depend on whether physician-based EMS is involved in the treatment (complete case: P = 0.044; multiple imputation: P = 0.062). Physician-based EMS involvement attenuated but did not completely remove the detrimental association between prehospital intubation and mortality.ConclusionThe data do not support the common practice of prehospital intubation. The effect of prehospital intubation on mortality might depend on EMS clinician experience, and it seems prudent to involve prehospital personnel well proficient in prehospital intubation whenever intubation is potentially required. The decision to perform prehospital intubation should not merely be based on the largely unsupported dogma that it is generally needed in severe TBI, but should rather individually weigh potential benefits and harms.
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Affiliation(s)
- Sebastiaan M Bossers
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Anesthesiology, Amsterdam, the Netherlands
| | - Robert Verheul
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Anesthesiology, Amsterdam, the Netherlands
| | - Erik W van Zwet
- Department of Biomedical Data Sciences, Leiden University Medical Center, the Netherlands
| | - Frank W Bloemers
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam, the Netherlands
| | - Georgios F Giannakopoulos
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam, the Netherlands.,Helicopter Emergency Medical Service Lifeliner 1, Amsterdam, the Netherlands
| | - Stephan A Loer
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Anesthesiology, Amsterdam, the Netherlands
| | - Lothar A Schwarte
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Anesthesiology, Amsterdam, the Netherlands.,Helicopter Emergency Medical Service Lifeliner 1, Amsterdam, the Netherlands
| | - Patrick Schober
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Anesthesiology, Amsterdam, the Netherlands.,Helicopter Emergency Medical Service Lifeliner 1, Amsterdam, the Netherlands
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Weber C, Werner D, Thorsen K, Søreide K. Health Care Implications of the COVID-19 Pandemic for Patients with Severe Traumatic Brain Injury-A Nationwide, Observational Cohort Study. World Neurosurg 2022; 165:e452-e456. [PMID: 35728788 PMCID: PMC9212910 DOI: 10.1016/j.wneu.2022.06.066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 06/13/2022] [Accepted: 06/14/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Containment measures during the coronavirus disease of 2019 (COVID-19) pandemic have resulted in a substantial reduction in treatment of injury. The effect of the COVID-19 pandemic on the epidemiology and mortality of severe traumatic brain injury on a national, population-based level is unknown. METHODS Data on all patients with severe traumatic brain injury between 2017 and 2020 were retrieved from the National Trauma Registry of Norway. The study cohort was derived from the pandemic period (March 12 to December 31, 2020) and the control cohort from the prepandemic years 2017 to 2019. The outcome measures were 30-day mortality, in-hospital mortality, and discharge destination. RESULTS This study included 522 trauma patients with severe traumatic brain injury, 387 (74.1%) in the prepandemic and 135 (25.9%) in the pandemic period. Length of stay increased significantly during the pandemic period (4 vs. 3 days; P = 0.014). The 30-day mortality rate was 39% (n = 149) in the prepandemic versus 38% (n = 52) pandemic period (P = 0.998). In-hospital mortality was 33% (n = 128) in the prepandemic versus 33% (n = 44) in the pandemic period (P = 0.920). There were no statistically significant differences in discharge destination besides the number of patients discharged to home in the pandemic period (P = 0.003). When adjusted for clinical relevant factors such as age, gender, and head injury severity, the mortality outcomes did not change during the pandemic period. CONCLUSIONS The containment and lockdown measures during the COVID-19 pandemic in Norway did not affect the number of patients or mortality of patients with severe traumatic brain injury.
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Affiliation(s)
- Clemens Weber
- Department of Neurosurgery, Stavanger University Hospital, Stavanger, Norway,Department of Quality and Health Technology, University of Stavanger, Stavanger, Norway,To whom correspondence should be addressed: Clemens Weber, M.D., Ph.D
| | - David Werner
- Department of Neurosurgery, Stavanger University Hospital, Stavanger, Norway
| | - Kenneth Thorsen
- Section for Traumatology, Stavanger University Hospital, Stavanger, Norway,Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway,Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Kjetil Søreide
- Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway,Department of Clinical Medicine, University of Bergen, Bergen, Norway
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Driessen MLS, de Jongh MAC, Sturms LM, Bloemers FW, Ten Duis HJ, Edwards MJR, Hartog DD, Leenhouts PA, Poeze M, Schipper IB, Spanjersberg RW, Wendt KW, de Wit RJ, van Zutphen SWAM, Leenen LPH. Severe isolated injuries have a high impact on resource use and mortality: a Dutch nationwide observational study. Eur J Trauma Emerg Surg 2022; 48:4267-4276. [PMID: 35445813 DOI: 10.1007/s00068-022-01972-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 04/02/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE The Berlin poly-trauma definition (BPD) has proven to be a valuable way of identifying patients with at least a 20% risk of mortality, by combining anatomical injury characteristics with the presence of physiological risk factors (PRFs). Severe isolated injuries (SII) are excluded from the BPD. This study describes the characteristics, resource use and outcomes of patients with SII according to their injured body region, and compares them with those included in the BPD. METHODS Data were extracted from the Dutch National Trauma Registry between 2015 and 2019. SII patients were defined as those with an injury with an Abbreviated Injury Scale (AIS) score ≥ 4 in one body region, with at most minor additional injuries (AIS ≤ 2). We performed an SII subgroup analysis per AIS region of injury. Multivariable linear and logistic regression models were used to calculate odds ratios (ORs) for SII subgroup patient outcomes, and resource needs. RESULTS A total of 10.344 SII patients were included; 47.8% were ICU admitted, and the overall mortality was 19.5%. The adjusted risk of death was highest for external (2.5, CI 1.9-3.2) and for head SII (2.0, CI 1.7-2.2). Patients with SII to the abdomen (2.3, CI 1.9-2.8) and thorax (1.8, CI 1.6-2.0) had a significantly higher risk of ICU admission. The highest adjusted risk of disability was recorded for spine injuries (10.3, CI 8.3-12.8). The presence of ≥ 1 PRFs was associated with higher mortality rates compared to their poly-trauma counterparts, displaying rates of at least 15% for thoracic, 17% for spine, 22% for head and 49% for external SII. CONCLUSION A severe isolated injury is a high-risk entity and should be recognized and treated as such. The addition of PRFs to the isolated anatomical injury criteria contributes to the identification of patients with SII at risk of worse outcomes.
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Affiliation(s)
- Mitchell L S Driessen
- Dutch Network Emergency Care ((LNAZ)), Newtonlaan 115, 3584 BH, Utrecht, The Netherlands.
| | - Mariska A C de Jongh
- Network Emergency Care Brabant, P.O. Box 90151, 5000 LC, Tilburg, The Netherlands
| | - Leontien M Sturms
- Dutch Network Emergency Care ((LNAZ)), Newtonlaan 115, 3584 BH, Utrecht, The Netherlands
| | - Frank W Bloemers
- Department of Surgery, Amsterdam University Medical Center, Location VU, P.O. Box 1081 HV, Amsterdam, The Netherlands
| | | | - Michael J R Edwards
- Department of Trauma Surgery, Radboud University Medical Center, 618., P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Dennis den Hartog
- Trauma Research Unit, Department of Surgery, Erasmus MC, Rotterdam, P.O. Box 3000 CA, Rotterdam, The Netherlands
| | - Peter A Leenhouts
- Department of Surgery, Amsterdam University Medical Center, Location AMC, Amsterdam, The Netherlands
| | - Martijn Poeze
- Department of Surgery, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Inger B Schipper
- Department of Trauma Surgery, Leiden University Medical Center, P.O Box 9600, 2300 RC, Leiden, The Netherlands
| | | | - Klaus W Wendt
- Department of Trauma Surgery, University Medical Center Groningen, P.O Box 30.001, 9700 RB, Groningen,, The Netherlands
| | - Ralph J de Wit
- Department of Trauma Surgery, Medical Spectrum Twente, P.O. Box 50000, 7500 KA, Enschede, The Netherlands
| | - Stefan W A M van Zutphen
- Department of Surgery, Elisabeth Two Cities Hospital, P.O. Box 90151, 5000 LC, Tilburg, The Netherlands
| | - Luke P H Leenen
- Department of Surgery, University Medical Center Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
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Holmberg L, Mani K, Thorbjørnsen K, Wanhainen A, Andréasson H, Juhlin C, Linder F. Trauma triage criteria as predictors of severe injury - a Swedish multicenter cohort study. BMC Emerg Med 2022; 22:40. [PMID: 35279093 PMCID: PMC8917734 DOI: 10.1186/s12873-022-00596-7] [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] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 02/25/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Adequate performance of trauma team activation (TTA) criteria is important in order to accurately triage trauma patients. The Swedish National Trauma Triage Criteria (SNTTC) consists of 29 criteria that trigger either a Trauma Alert, the highest level of TTA, or a Trauma Response. This study aimed to evaluate the SNTTC and its accuracy in predicting a severely injured patient in a multicenter setting. METHODS A cohort study in Sweden involving six trauma receiving hospitals. Data was collected from the Swedish Trauma Registry. Some 626 patients were analyzed with regard to the specific criteria used to initiate the TTA, injury severity with New Injury Severity Score (NISS) and emergency interventions. Sensitivity, specificity, positive predictive value (PPV) and positive likelihood ratio (LR+) of the criteria were calculated, as well as undertriage and overtriage. RESULTS All 29 criteria of SNTTC had a sensitivity > 80% for identifying a severely injured patient. The 16 Trauma Alert Criteria had a lower sensitivity of 62.6% but higher LR+ (3.5 vs all criteria 1.4), specificity (82.3 vs 39.1%) and PPV (55.4 vs 37.6%) and the highest accuracy (AUC 0.724). When using only the six physiological criteria, sensitivity (44.8%) and accuracy (AUC 0.690) decreased while LR+ (6.7), specificity (93.3%) and PPV (70.2%) improved. CONCLUSION SNTTC is efficient in identifying severely injured patients. The current set of criteria exhibits the best sensitivity compared to other examined combinations and no additional criterion was found to improve the protocol enough to promote a change.
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Affiliation(s)
- Lina Holmberg
- Department of Surgical Sciences, Vascular Surgery, Uppsala University, Uppsala, Sweden.
| | - Kevin Mani
- Department of Surgical Sciences, Vascular Surgery, Uppsala University, Uppsala, Sweden
| | - Knut Thorbjørnsen
- Department of Surgical Sciences, Vascular Surgery, Uppsala University, Uppsala, Sweden
- Centre for Research and Development, Uppsala University, Uppsala, Region Gävleborg, Sweden
| | - Anders Wanhainen
- Department of Surgical Sciences, Vascular Surgery, Uppsala University, Uppsala, Sweden
| | - Håkan Andréasson
- Department of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden
| | - Claes Juhlin
- Department of Surgical Sciences, Endocrine Surgery, Uppsala University, Uppsala, Sweden
| | - Fredrik Linder
- Department of Surgical Sciences, Vascular Surgery, Uppsala University, Uppsala, Sweden
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Modification of the TRISS: simple and practical mortality prediction after trauma in an all-inclusive registry. Eur J Trauma Emerg Surg 2022; 48:3949-3959. [PMID: 35182160 DOI: 10.1007/s00068-022-01913-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 02/03/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE Numerous studies have modified the Trauma Injury and Severity Score (TRISS) to improve its predictive accuracy for specific trauma populations. The aim of this study was to develop and validate a simple and practical prediction model that accurately predicts mortality for all acute trauma admissions. METHODS This retrospective study used Dutch National Trauma Registry data recorded between 2015 and 2018. New models were developed based on nonlinear transformations of TRISS variables (age, systolic blood pressure (SBP), Glasgow Coma Score (GCS) and Injury Severity Score (ISS)), the New Injury Severity Score (NISS), the sex-age interaction, the best motor response (BMR) and the American Society of Anesthesiologists (ASA) physical status classification. The models were validated in 2018 data and for specific patient subgroups. The models' performance was assessed based on discrimination (areas under the curve (AUCs)) and by calibration plots. Multiple imputation was applied to account for missing values. RESULTS The mortality rates in the development and validation datasets were 2.3% (5709/245363) and 2.5% (1959/77343), respectively. A model with sex, ASA class, and nonlinear transformations of age, SBP, the ISS and the BMR showed significantly better discrimination than the TRISS (AUC 0.915 vs. 0.861). This model was well calibrated and demonstrated good discrimination in different subsets of patients, including isolated hip fractures patients (AUC: 0.796), elderly (AUC: 0.835), less severely injured (ISS16) (AUC: 878), severely injured (ISS ≥ 16) (AUC: 0.889), traumatic brain injury (AUC: 0.910). Moreover, discrimination for patients admitted to the intensive care (AUC: s0.846), and for both non-major and major trauma center patients was excellent, with AUCs of 0.940 and 0.895, respectively. CONCLUSION This study presents a simple and practical mortality prediction model that performed well for important subgroups of patients as well as for the heterogeneous population of all acute trauma admissions in the Netherlands. Because this model includes widely available predictors, it can also be used for international evaluations of trauma care within institutions and trauma systems.
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