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Liao TK, Ho CH, Lin YJ, Cheng LC, Huang HY. Shock index to predict outcomes in patients with trauma following traffic collisions: a retrospective cohort study. Eur J Trauma Emerg Surg 2024:10.1007/s00068-024-02545-4. [PMID: 38819683 DOI: 10.1007/s00068-024-02545-4] [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: 02/29/2024] [Accepted: 05/03/2024] [Indexed: 06/01/2024]
Abstract
PURPOSE Taiwan, which has a rate of high vehicle ownership, faces significant challenges in managing trauma caused by traffic collisions. In Taiwan, traffic collisions contribute significantly to morbidity and mortality, with a high incidence of severe bleeding trauma. The shock index (SI) and the modified shock index (MSI) have been proposed as early indicators of hemodynamic instability. In this study, we aimed to assess the efficacy of SI and MSI in predicting adverse outcomes in patients with trauma following traffic collisions. METHODS This retrospective cohort study was conducted at Chi Mei Hospital from January 2015 to December 2020. The comprehensive analysis included 662 patients, with data collected on vital signs and outcomes such as mortality, blood transfusion, emergent surgical intervention (ESI), transarterial embolization (TAE), and intensive care unit (ICU) admission. Optimal cutoff points for SI and MSI were identified by calculating the Youden index. Logistic regression analysis was used to assess outcomes, adjusting for demographic and injury severity variables. RESULTS An SI threshold of 1.11 was associated with an increased risk of mortality, while an SI of 0.84 predicted the need for blood transfusion in the context of traffic collisions. Both SI and MSI demonstrated high predictive power for mortality and blood transfusion, with acceptable accuracy for TAE, ESI, and ICU admission. Logistic regression analyses confirmed the independence of SI and MSI as risk factors for adverse outcomes, thus, providing valuable insights into their clinical utility. CONCLUSIONS SI and MSI are valuable tools for predicting mortality and blood transfusion needs in patients with trauma due to traffic collisions. These findings advance the quality of care for patients with trauma during their transition from the emergency room to the ICU, facilitating prompt and reliable decision-making processes and improving the care of patients with trauma.
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Affiliation(s)
- Te-Kai Liao
- Division of Traumatology, Department of Surgery, Chi Mei Medical Center, No. 901, Zhonghua Road, Yongkang District, 710, Tainan, Taiwan
| | - Chung-Han Ho
- Department of Medicine Research, Chi Mei Medical Center, Tainan, Taiwan
- Department of Information Management, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - Ying-Jia Lin
- Department of Medicine Research, Chi Mei Medical Center, Tainan, Taiwan
| | - Li-Chin Cheng
- Division of Traumatology, Department of Surgery, Chi Mei Medical Center, No. 901, Zhonghua Road, Yongkang District, 710, Tainan, Taiwan
- Division of Colorectal Surgery, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan
| | - Hsuan-Yi Huang
- Division of Traumatology, Department of Surgery, Chi Mei Medical Center, No. 901, Zhonghua Road, Yongkang District, 710, Tainan, Taiwan.
- Division of Colorectal Surgery, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan.
- Center of General Education, Chia Nan University of Pharmacy and Science, Tainan, Taiwan.
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Early myocardial damage (EMD) and valvular insufficiency result in impaired cardiac function after multiple trauma in pigs. Sci Rep 2021; 11:1151. [PMID: 33441945 PMCID: PMC7806767 DOI: 10.1038/s41598-020-80409-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 10/20/2020] [Indexed: 12/14/2022] Open
Abstract
One third of multiple trauma patients present abnormal echocardiographic (ECHO) findings. Therefore, ECHO diagnostic after trauma is indicated in case of hemodynamic instability, shock, after chest trauma and after cardiac arrest. 20 male pigs underwent multiple trauma. Blood samples were collected 4 and 6 h after trauma and concentrations of heart-type fatty acid binding protein (HFABP) as a biomarker for EMD were measured. Myocardial damage was evaluated by scoring Hematoxylin–Eosin stained sections. At baseline, 3 and 6 h after trauma, transesophageal ECHO (TOE) was performed, invasive arterial and left ventricular blood pressure were measured to evaluate the cardiac function after multiple trauma. Systemic HFABP concentrations were elevated, furthermore heart injury score in multiple trauma animals was increased determining EMD. A significant decrease of blood pressure in combination with a consecutive rise of heart frequency was observed. Ongoing depression of mean arterial pressure and diastolic blood pressure were accompanied by changes in ECHO-parameters indicating diastolic and systolic dysfunction. Furthermore, a valvular dysfunction was detected. In this study complex myocardial and valvular impairment after multiple trauma in pigs has been observed. Therefore, detection of EMD and progressive valvular dysfunction might be crucial and therapeutically relevant.
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Lackner I, Weber B, Miclau T, Holzwarth N, Baur M, Gebhard F, Teuben M, Halvachizadeh S, Cinelli P, Pfeifer R, Lipiski M, Cesarovic N, Haffner-Luntzer M, Pape HC, Kalbitz M. Reaming of femoral fractures with different reaming irrigator aspirator systems shows distinct effects on cardiac function after experimental polytrauma. J Orthop Res 2020; 38:2608-2618. [PMID: 32827323 DOI: 10.1002/jor.24830] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 08/11/2020] [Accepted: 08/18/2020] [Indexed: 02/04/2023]
Abstract
Cardiac injuries are recorded after multiple trauma and are associated with a poor patient outcome. Reaming prior to locked intramedullary nailing is a frequently used technique to stabilize femoral diaphysis fractures. However, in polytraumatized patients, complications such as fat emboli and acute respiratory distress syndrome have been associated with reaming. The reaming irrigator aspirator (RIA) system provides concomitant irrigation and suction of the intramedullary contents, and should, therefore, reduce reaming-associated complications. The aim of the study was to investigate cardiac function after multiple trauma with regard to two different RIA devices (RIAI vs RIAII). 15 male pigs were included in the study. Pigs received either sham treatment or multiple trauma (chest trauma, femur fracture, liver laceration, and hemorrhagic shock), followed by intramedullary nailing after reaming with either the RIAI or RIAII system (RIAII: reduced diameter of the reamer, improved control of irrigation and suction). Cardiac function was assessed by transesophageal echocardiography and systemic inflammation as well as local cardiac damage examined. Pigs of both treatment groups showed impaired cardiac function, valvular insufficiency, and cardiac damage. Systemic inflammation and local cardiac alterations were observed which might contribute to early myocardial damage in vivo. Multiple trauma including long-bone fracture and subsequent intramedullary reaming induces cardiac dysfunction and valvular insufficiency, which might be linked to both mechanical cardiac injury and increased systemic inflammation. 6 hours after trauma there are less differences between RIAI and RIAII treatment with regard to post-traumatic cardiac consequences in multiple injured pigs, indicating no beneficial effect of RIAII over RIAI.
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Affiliation(s)
- Ina Lackner
- Department of Traumatology, Hand-, Plastic- and Reconstructive Surgery, University Hospital Ulm, Ulm, Germany
| | - Birte Weber
- Department of Traumatology, Hand-, Plastic- and Reconstructive Surgery, University Hospital Ulm, Ulm, Germany
| | - Theodore Miclau
- Department of Orthopaedic Surgery, Orthopaedic Trauma Institute, University of California, San Francisco, California
| | - Nina Holzwarth
- Department of Traumatology, Hand-, Plastic- and Reconstructive Surgery, University Hospital Ulm, Ulm, Germany
| | - Meike Baur
- Department of Traumatology, Hand-, Plastic- and Reconstructive Surgery, University Hospital Ulm, Ulm, Germany
| | - Florian Gebhard
- Department of Traumatology, Hand-, Plastic- and Reconstructive Surgery, University Hospital Ulm, Ulm, Germany
| | - Michel Teuben
- Department of Trauma, University Hospital of Zurich, Zurich, Switzerland
| | | | - Paolo Cinelli
- Department of Trauma, University Hospital of Zurich, Zurich, Switzerland
| | - Roman Pfeifer
- Department of Trauma, University Hospital of Zurich, Zurich, Switzerland
| | - Miriam Lipiski
- Department of Surgical Research, University Hospital of Zurich, Zurich, Switzerland
| | - Nikola Cesarovic
- Department of Surgical Research, University Hospital of Zurich, Zurich, Switzerland
| | | | | | - Miriam Kalbitz
- Department of Traumatology, Hand-, Plastic- and Reconstructive Surgery, University Hospital Ulm, Ulm, Germany
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Campos-Serra A, Montmany-Vioque S, Rebasa-Cladera P, Llaquet-Bayo H, Gràcia-Roman R, Colom-Gordillo A, Navarro-Soto S. The use of the Shock Index as a predictor of active bleeding in trauma patients. Cir Esp 2018; 96:494-500. [PMID: 29778416 DOI: 10.1016/j.ciresp.2018.04.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 03/23/2018] [Accepted: 04/02/2018] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Vital signs indicate the presence of bleeding only after large amounts of blood have been lost, with high morbidity and mortality. The Shock Index (SI) is a hemorrhage indicator with a cut-off point for the risk of bleeding at 0.9. The aim of this study is to assess whether a cut-off of≥0.8 is more sensitive for detecting occult bleeding, providing for early initiation of therapeutic maneuvers. METHODS SI analytical validation study of severe trauma patients older than 16 years of age. Vital signs were recorded, and scales for predicting bleeding included: SI, Assessment of Blood Consumption score, and Pulse Rate Over Pressure score. The relationship between the SI and 5 markers for bleeding was analyzed: need for massive transfusion, angiographic embolization, surgical bleeding control, death due to hypovolemic shock, and the overall predictor «active bleeding» (defined as the presence of at least one of the 4 markers above). RESULTS Data from 1.402 trauma patients were collected prospectively over a period of 10 years. The mean Injury Severity Score was 20.9 (SD 15.8). The mortality rate was 10%. The mean SI was 0.73 (SD 0.29). «Active bleeding» was present in 18.7% of patients. The SI area under the ROC curve for «active bleeding» was 0.749. CONCLUSIONS An SI cut-off point≥0.8 is more sensitive than≥0.9 and allows for earlier initiation of resuscitation maneuvers in patients with occult active bleeding.
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Affiliation(s)
- Andrea Campos-Serra
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España.
| | - Sandra Montmany-Vioque
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Pere Rebasa-Cladera
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Heura Llaquet-Bayo
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Raquel Gràcia-Roman
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Anna Colom-Gordillo
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
| | - Salvador Navarro-Soto
- Departamento de Cirugía General, Hospital Universitario Parc Taulí, Sabadell, Barcelona, España
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Frequency of Miss Triage Using Emergency Severity Index and Shock Index in Patients with Abdominal Trauma. Trauma Mon 2018. [DOI: 10.5812/traumamon.55647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Albarran J, Scholes J. WiJ 2016 (March/April). Nurs Crit Care 2018; 21:61-3. [PMID: 26889645 DOI: 10.1111/nicc.12236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Kim SY, Hong KJ, Shin SD, Ro YS, Ahn KO, Kim YJ, Lee EJ. Validation of the Shock Index, Modified Shock Index, and Age Shock Index for Predicting Mortality of Geriatric Trauma Patients in Emergency Departments. J Korean Med Sci 2016; 31:2026-2032. [PMID: 27822945 PMCID: PMC5102870 DOI: 10.3346/jkms.2016.31.12.2026] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 08/22/2016] [Indexed: 01/21/2023] Open
Abstract
The shock index (SI), modified shock index (MSI), and age multiplied by SI (Age SI) are used to assess the severity and predict the mortality of trauma patients, but their validity for geriatric patients is controversial. The purpose of this investigation was to assess predictive value of the SI, MSI, and Age SI for geriatric trauma patients. We used the Emergency Department-based Injury In-depth Surveillance (EDIIS), which has data from 20 EDs across Korea. Patients older than 65 years who had traumatic injuries from January 2008 to December 2013 were enrolled. We compared in-hospital and ED mortality of groups categorized as stable and unstable according to indexes. We also assessed their predictive power of each index by calculating the area under the each receiver operating characteristic (AUROC) curve. A total of 45,880 cases were included. The percentage of cases classified as unstable was greater among non-survivors than survivors for the SI (36.6% vs. 1.8%, P < 0.001), the MSI (38.6% vs. 2.2%, P < 0.001), and the Age SI (69.4% vs. 21.3%, P < 0.001). Non-survivors had higher median values than survivors on the SI (0.84 vs. 0.57, P < 0.001), MSI (0.79 vs. 1.14, P < 0.001), and Age SI (64.0 vs. 41.5, P < 0.001). The predictive power of the Age SI for in-hospital mortality was higher than SI (AUROC: 0.740 vs. 0.674, P < 0.001) or MSI (0.682, P < 0.001) in geriatric trauma patients.
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Affiliation(s)
- Soon Yong Kim
- Department of Emergency Medicine, Seoul National University College of Medicine and Hospital, Seoul, Korea
| | - Ki Jeong Hong
- Department of Emergency Medicine, Seoul National University Boramae Medical Center, Seoul, Korea.
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Sang Do Shin
- Department of Emergency Medicine, Seoul National University College of Medicine and Hospital, Seoul, Korea
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Young Sun Ro
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Ki Ok Ahn
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Yu Jin Kim
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
- Department of Emergency Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Eui Jung Lee
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
- Department of Emergency Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
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