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Khavandegar A, Salamati P, Zafarghandi M, Rahimi-Movaghar V, Sharif-Alhoseini M, Fakharian E, Saeed-Banadaky SH, Hoseinpour V, Sadeghian F, Nasr Isfahani M, Rahmanian V, Ghadiphasha A, Pourmasjedi S, Piri SM, Mirzamohamadi S, Hassan Zadeh Tabatabaei MS, Naghdi K, Baigi V. Comparison of nine trauma scoring systems in prediction of inhospital outcomes of pediatric trauma patients: a multicenter study. Sci Rep 2024; 14:7646. [PMID: 38561381 PMCID: PMC10985103 DOI: 10.1038/s41598-024-58373-4] [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: 01/16/2024] [Accepted: 03/28/2024] [Indexed: 04/04/2024] Open
Abstract
Hereby, we aimed to comprehensively compare different scoring systems for pediatric trauma and their ability to predict in-hospital mortality and intensive care unit (ICU) admission. The current registry-based multicenter study encompassed a comprehensive dataset of 6709 pediatric trauma patients aged ≤ 18 years from July 2016 to September 2023. To ascertain the predictive efficacy of the scoring systems, the area under the receiver operating characteristic curve (AUC) was calculated. A total of 720 individuals (10.7%) required admission to the ICU. The mortality rate was 1.1% (n = 72). The most predictive scoring system for in-hospital mortality was the adjusted trauma and injury severity score (aTRISS) (AUC = 0.982), followed by trauma and injury severity score (TRISS) (AUC = 0.980), new trauma and injury severity score (NTRISS) (AUC = 0.972), Glasgow coma scale (GCS) (AUC = 0.9546), revised trauma score (RTS) (AUC = 0.944), pre-hospital index (PHI) (AUC = 0.936), injury severity score (ISS) (AUC = 0.901), new injury severity score (NISS) (AUC = 0.900), and abbreviated injury scale (AIS) (AUC = 0.734). Given the predictive performance of the scoring systems for ICU admission, NTRISS had the highest predictive performance (AUC = 0.837), followed by aTRISS (AUC = 0.836), TRISS (AUC = 0.823), ISS (AUC = 0.807), NISS (AUC = 0.805), GCS (AUC = 0.735), RTS (AUC = 0.698), PHI (AUC = 0.662), and AIS (AUC = 0.651). In the present study, we concluded the superiority of the TRISS and its two derived counterparts, aTRISS and NTRISS, compared to other scoring systems, to efficiently discerning individuals who possess a heightened susceptibility to unfavorable consequences. The significance of these findings underscores the necessity of incorporating these metrics into the realm of clinical practice.
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Affiliation(s)
- Armin Khavandegar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Payman Salamati
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Vafa Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahdi Sharif-Alhoseini
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Esmaeil Fakharian
- Trauma Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Seyed Houssein Saeed-Banadaky
- Trauma Research Center, Rahnemoon Hospital, School of Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Vahid Hoseinpour
- Department of Emergency Medicine, School of Medicine, Urmia University of Medical Sciences, Urmia, Iran
| | - Farideh Sadeghian
- Center for Health Related Social and Behavioral Sciences Research, Shahroud University of Medical Sciences, Shahroud, Iran
| | - Mehdi Nasr Isfahani
- Department of Emergency Medicine, Faculty of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- Trauma Data Registration Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Vahid Rahmanian
- Research Center for Social Determinants of Health, Jahrom University of Medical Sciences, Jahrom, Iran
| | - Amir Ghadiphasha
- Shahid Modarres Hospital, Saveh University of Medical Sciences, Saveh, Iran
| | - Sobhan Pourmasjedi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Mohammad Piri
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Sara Mirzamohamadi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Khatereh Naghdi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Vali Baigi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran.
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Science, Tehran, Iran.
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Al Babtain I, Almalki Y, Masud N, Asiri D. Unintentional Injuries Among Young Adolescents at a Level-One Trauma Center in Saudi Arabia: A Cross-Sectional Study. Cureus 2023; 15:e36645. [PMID: 37101997 PMCID: PMC10123526 DOI: 10.7759/cureus.36645] [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] [Accepted: 03/23/2023] [Indexed: 04/28/2023] Open
Abstract
Background Unintentional injuries are the leading preventable cause of mortality across different demographics. This study aims to assess the prevalence, severity, contributing factors, and clinical outcomes of unintentional injuries among adolescent patients. Methods A retrospective study was conducted using the charts of patients admitted with unintentional injuries (motor vehicle accidents (MVA), falls, pedestrian injuries, burns, etc.) to the emergency department (ED) from January 2016 to December 2018 at a level-one trauma center in Riyadh, Saudi Arabia. A total of 721 patients' charts were reviewed, but only 52 patients were consecutively included as per the definition of an adolescent. All variables, including severity and outcome, were assessed. Results The overall prevalence of unintentional injuries was 7.2 per 100 adolescent patients. The most common cause of unintentional injury were MVAs, which were reported in 35 (71%), with head and neck region injuries among 38 (73%) patients. The overall mortality was noted at 10 per 52 (19%) patients. The mean Injury Severity Score (ISS) score was 17.81±12.76. The patients who stayed longer in the ED were not associated with pelvic and lower extremity injuries, with a p-value=0.008. The ISS was the significant predictor of mortality, with an odds ratio (OR) of 1.6, a confidence interval (CI) of 1.02-2.65, and a p-value=0.04. Conclusion MVAs were the main cause of unintentional injuries among adolescents. Future recommendation plans for adolescents should include stricter implementation of road traffic laws to control this early, preventable death among adolescents.
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Affiliation(s)
| | - Yara Almalki
- General Surgery, King Abdulaziz Medical City Riyadh, Riyadh , SAU
| | - Nazish Masud
- Biostatistics, Epidemiology and Environmental Health Sciences, Georgia Southern University, Statesboro, USA
| | - Deemah Asiri
- Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
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Zhu Z, Xu B, Shao J, Wang S, Jin R, Weng T, Xia S, Zhang W, Yang M, Han C, Wang X. Use of the Braden Scale to Predict Injury Severity in Mass Burn Casualties. MEDICAL SCIENCE MONITOR : INTERNATIONAL MEDICAL JOURNAL OF EXPERIMENTAL AND CLINICAL RESEARCH 2022; 28:e934039. [PMID: 35105848 PMCID: PMC8820233 DOI: 10.12659/msm.934039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Background Mass burn casualties impose an enormous burden on triage systems. The triage capacity of the Braden Scale for detecting injury severity has not been evaluated in mass burn casualties. Material/Methods The New Injury Severity Score (NISS) was used to dichotomize the injury severity of patients. The Braden Scale and other potentially indicative measurement tools were evaluated using univariate analysis and multivariate logistic regression. The relationships between the Braden Scale and other continuous variables with injury severity were further explored by correlation analysis and fitted with regression models. Receiver operating characteristic (ROC) curve analysis was used to validate triage capacity and compare prognostic accuracy. Results A total of 160 hospitalized patients were included in our study; 37 were severely injured, and 123 were not. Injury severity was independently associated with the Numerical Rating Scale (adjusted OR, 1.816; 95% CI, 1.035–3.187) and Braden Scale (adjusted OR, 0.693; 95% CI, 0.564–0.851). The ROC curve of the fitted quadratic model of the Braden Scale was 0.896 (0.840–0.953), and the cut-off value was 17. The sensitivity was 81.08% (64.29–91.44%) and the specificity was 82.93% (74.85–88.89%). Comparison of ROC curves demonstrated an infinitesimal difference between the Braden Scale and NISS for predicting 30-day hospital discharge (Z=0.291, P=0.771) and Intensive Care Unit admission (Z=2.016, P=0.044). Conclusions The Braden Scale is a suitable triage tool for predicting injury severity and forecasting disability-related outcomes in patients affected by mass burn casualty incidents.
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Affiliation(s)
- Zhikang Zhu
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Bin Xu
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Jiaming Shao
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Shuangshuang Wang
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland).,Wenling First People's Hospital, Taizhou, Zhejiang, China (mainland)
| | - Ronghua Jin
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Tingting Weng
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Sizhan Xia
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Wei Zhang
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Min Yang
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Chunmao Han
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Xingang Wang
- Department of Burns & Wound Care Center, The Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang, China (mainland).,College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
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Comparison of Injury Severity Score, Glasgow Coma Scale, and Revised Trauma Score in Predicting the Mortality and Prolonged ICU Stay of Traumatic Young Children: A Cross-Sectional Retrospective Study. Emerg Med Int 2019; 2019:5453624. [PMID: 31885926 PMCID: PMC6914995 DOI: 10.1155/2019/5453624] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 10/03/2019] [Accepted: 10/26/2019] [Indexed: 11/18/2022] Open
Abstract
Introduction The purpose of this study was to examine the capacity of commonly used trauma scoring systems such as the Glasgow Coma Scale (GCS), Injury Severity Score (ISS), and Revised Trauma Score (RTS) to predict outcomes in young children with traumatic injuries. Methods This retrospective study was conducted for the period from 2009 to 2016 in Kaohsiung Chang Gung Memorial Medical Hospital, a level I trauma center. We included all children under the age of 6 years admitted to the hospital via the emergency department with any traumatic injury and compared the trauma scores of GCS, ISS, and RTS on patients' outcome. The primary outcomes were mortality and prolonged Intensive Care Unit (ICU) stay, with the latter defined as an ICU stay longer than 14 days. The secondary outcome was the hospital length of stay (HLOS). Receiver operating characteristic (ROC) analysis was also adopted with the value of the area under the ROC curve (AUC) for comparing trauma score prediction with patient mortality. Cutoff values from each trauma score for mortality prediction were also measured by determining the point along the ROC curve where Youden's index was maximum. Results We included a total of 938 patients in this study, with a mean age of 3.1 ± 1.82 years. The mortality rate was 0.9%, and 93 (9.9%) patients had a prolonged ICU stay. An elevated ISS (34 ± 19.9 vs. 5 ± 5.1, p=0.004), lower GCS (8 ± 5.0 vs. 15 ± 1.3, p=0.006), and lower RTS (5.58 ± 1.498 vs. 7.64 ± 0.640, p=0.006) were all associated with mortality. All three scores were considered to be independent risk factors of mortality and prolonged ICU stay and had a linear correlation with increased HLOS. With regard to predicting mortality, ISS has the highest AUC value (ISS: 0.975; GCS: 0.864; and RTS: 0.899). The prediction cutoff values of ISS, GCS, and RTS on mortality were 15, 11, and 7, respectively. Conclusion Regarding traumatic injuries in young children, worse ISS, GCS, and RTS were all associated with increased mortality, prolonged ICU stay, and longer hospital LOS. Of these scoring systems, ISS was the best at predicting mortality.
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[Reduction of treatment time for children in the trauma room care : Impact of implementation of an interdisciplinary trauma room concept (iTRAP S)]. Anaesthesist 2018; 67:914-921. [PMID: 30361932 DOI: 10.1007/s00101-018-0500-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 09/18/2018] [Accepted: 09/27/2018] [Indexed: 10/28/2022]
Abstract
INTRODUCTION In addition to infrastructural and conceptual planning, smooth interdisciplinary cooperation is crucial for trauma room care of severely injured children based on time-saving management and a clear set of priorities. The time to computed tomography (CT) is a well-accepted marker for the efficacy of trauma management. Up to now there are no guidelines in the literature for an adapted approach in pediatric trauma room care. METHODS A step-by-step algorithm for pediatric trauma room care (Interdisciplinary Trauma Room Algorithm in Pediatric Surgery, iTRAPS) was developed within the framework of an interdisciplinary team: pediatric surgeons, pediatric anaethesiologists, pediatric intensivists and pediatric radiologists. In two groups of patients from January 2014 to April 2015 (group 1) and from July 2015 to January 2017 (group 2) process quality was monitored by the time required for trauma room treatment until the CT scan was performed and used as a surrogate marker. Inclusion criteria were patients aged 0-16 years, who were evaluated in a level 1 pediatric trauma room with an injury severity score (ISS) ≥8 and the necessity for a CT scan. RESULTS Before (group 1) and after (group 2) implementation of iTRAPS 16 patients were included in each group. There were no significant differences between the age and the ISS in the two groups of patients. The required time for trauma room treatment was significantly reduced from an average of 33.6 min before to 15.2 min after implementation of iTRAPS (p < 0.01). DISCUSSION The required time for the trauma care room treatment could be significantly reduced by more than half after the implementation of iTRAPS. The reasons were the interdisciplinary organization of the trauma room leadership, reorganization of patient transfer and improved briefing by emergency doctors. CONCLUSION Besides a well-organized trauma team, it is essential that the trauma room workflow is adapted to the specific structure of the hospital. Despite the limitations of the study the data demonstrate that the trauma room workflow enables an efficient management. By the interdisciplinary reorganization of the pediatric trauma room treatment with improved structures and standardized processes, patient care was more effective with a significant reduction in the time required for trauma room treatment. The suggested iTRAPS concept could be used as a framework to establish individualized workflows for pediatric trauma room treatment in other hospitals. This algorithm should be supplemented by standardized operating procedures (SOPs) for the differentiated radiological diagnostic procedures in areas of traumatic brain injury (TBI), thoracic and abdominal trauma in children.
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Nordgarden T, Odland P, Guttormsen AB, Ugelvik KS. Undertriage of major trauma patients at a university hospital: a retrospective cohort study. Scand J Trauma Resusc Emerg Med 2018; 26:64. [PMID: 30107855 PMCID: PMC6092794 DOI: 10.1186/s13049-018-0524-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 07/02/2018] [Indexed: 12/12/2022] Open
Abstract
Background Studies show increased mortality among severely injured patients not met by trauma team. Proper triage is important to ensure that all severely injured patients receive vital trauma care. In 2017 a new national trauma plan was implemented in Norway, which recommended the use of a modified version of “Guidelines for Field Triage of Injured Patients” to identify severely injured patients. Methods A retrospective study of 30,444 patients admitted to Haukeland University Hospital in 2013, with ICD-10 injury codes upon discharge. The exclusion criteria were department affiliation considered irrelevant when identifying trauma, patients with injuries that resulted in Injury Severity Score < 15, patients that did receive trauma team, and patients admitted > 24 h after time of injury. Information from patient records of every severely injured patient admitted in 2013 was obtained in order to investigate the sensitivity of the new guidelines. Results Trauma team activation was performed in 369 admissions and 85 patients were identified as major trauma. Ten severely injured patients did not receive trauma team resuscitation, resulting in an undertriage of 10.5%. Nine out of ten patients were men, median age 54 years. Five patients were 60 years or older. All of the undertriaged patients experienced fall from low height (< 4 m). Traumatic brain injury was seen in six patients. Six patients had a Glasgow Coma Scale score ≤ 13. The new trauma activation guidelines had a sensitivity of 95.0% in our 2013 trauma population. The degree of undertriage could have been reduced to 4.0% had the guidelines been implemented and correctly applied. Conclusions The rate of undertriage at Haukeland University Hospital in 2013 was above the recommendations of less than 5%. Use of the new trauma guidelines showed increased triage precision in the present trauma population.
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Affiliation(s)
- Terje Nordgarden
- Faculty of Medicine, University of Bergen, Haukelandsveien 28, 5009, Bergen, Norway.
| | - Peter Odland
- Faculty of Medicine, University of Bergen, Haukelandsveien 28, 5009, Bergen, Norway
| | - Anne Berit Guttormsen
- Department of Clinical Medicine 1, Jonas Lies vei 65, 5021, Bergen, Norway.,Department of Anaesthesia and Intensive Care, Haukeland University Hospital, Jonas Lies vei 65, 5021, Bergen, Norway
| | - Kristina Stølen Ugelvik
- Regional Trauma Center, Surgical Department, Haukeland University Hospital, Jonas Lies vei 65, 5021, Bergen, Norway
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