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Ziegenhain F, Mittlmeier AS, Pape HC, Neuhaus V, Canal C. Influence of Age on Outcome Following Rib Fractures - A Case-Control Analysis. Geriatr Orthop Surg Rehabil 2024; 15:21514593241280879. [PMID: 39376639 PMCID: PMC11457246 DOI: 10.1177/21514593241280879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 07/11/2024] [Accepted: 08/18/2024] [Indexed: 10/09/2024] Open
Abstract
Background Thoracic injuries are a very common entity throughout all age groups. With rising numbers of geriatric patients, characteristics of this patient group need to be better defined. The aim of this study was to investigate the impact of age on the outcome of thoracic trauma. In this project we provide a stratification of differentiated age groups regarding outcome parameter on rib fractures. Methods The study employed a retrospective design using data from patients who sustained thoracic trauma and received treatment at a level I trauma center over a 5-year period. Patients with the same pattern of injury and gender but different age (above and below 70 years) were matched. Results The mean age of the study population was 57 ± 19 years, 69% were male, 54% of patients had preexisting comorbidities. Hemothorax was present in 109 (16%), pneumothorax in 204 (31%) and lung contusions in 136 patients (21%). The overall complication rate was 36%, with a mortality rate of 10%. The matched pair analysis of 70 pairs revealed a higher prevalence of comorbidities in the older age group. They had significantly fewer pulmonary contusions and pneumothoraces than the younger patients and a shorter length of stay. However, the older age group had a significantly higher mortality rate. Conclusions Geriatric patients with rib fractures exhibit different patterns of intrathoracic injuries compared to their younger counterparts. Although numeric age may not be the most accurate predictor of adverse outcome, we found that higher age was associated with a clear trend towards an increased mortality rate. Our findings build a basis for further research to evaluate the outcome of age for instance with the tool of a rib fracture scoring system within stratified age groups in order to identify patients at major risk.
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Affiliation(s)
- Franziska Ziegenhain
- Division of Trauma Surgery, University Hospital Zurich (USZ), University of Zurich (UZH), Zurich, Switzerland
| | - Anne S. Mittlmeier
- Division of Trauma Surgery, University Hospital Zurich (USZ), University of Zurich (UZH), Zurich, Switzerland
| | - Hans-Christoph Pape
- Division of Trauma Surgery, University Hospital Zurich (USZ), University of Zurich (UZH), Zurich, Switzerland
| | - Valentin Neuhaus
- Division of Trauma Surgery, University Hospital Zurich (USZ), University of Zurich (UZH), Zurich, Switzerland
| | - Claudio Canal
- Division of Trauma Surgery, University Hospital Zurich (USZ), University of Zurich (UZH), Zurich, Switzerland
- Department of Surgery, Cantonal Hospital Thurgau, Frauenfeld, Switzerland
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Rojer LA, van Ditshuizen JC, van Voorden TAJ, Van Lieshout EMM, Verhofstad MHJ, Hartog DD, Sewalt CA. Identifying the severely injured benefitting from a specific level of trauma care in an inclusive network: A multicentre retrospective study. Injury 2024; 55:111208. [PMID: 38000291 DOI: 10.1016/j.injury.2023.111208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 11/01/2023] [Accepted: 11/12/2023] [Indexed: 11/26/2023]
Abstract
INTRODUCTION Defining major trauma (MT) with an Injury Severity Score (ISS) > 15 has limitations. This threshold is used for concentrating MT care in networks with multiple levels of trauma care. OBJECTIVE This study aims to identify subgroups of severely injured patients benefiting on in-hospital mortality and non-fatal clinical outcome measures in an optimal level of trauma care. METHODS A multicentre retrospective cohort study on data of the Dutch National Trauma Registry, region South West, from January 1, 2015 until December 31, 2019 was conducted. Patients ≥ 16 years admitted within 48 h after trauma transported with (H)EMS to a level I trauma centre (TC) or a non-level I trauma facility with a Maximum Abbreviated Injury Scale (MAIS) ≥ 3 were included. Patients with burns or patients of ≥ 65 years with an isolated hip fracture were excluded. Logistic regression models were used for comparing level I with non-level I. Subgroup analysis were done for MT patients (ISS > 15) and non-MT patients (ISS 9-14). RESULTS A total of 7,493 records were included. In-hospital mortality of patients admitted to a non-level I trauma facility did not differ significantly from patients admitted to the level I TC (adjusted Odds Ratio (OR): 0.94; 95% confidence interval (CI) 0.68-1.30). This was also applicable for MT patients (OR: 1.06; 95% CI 0.73-1.53) and non-MT patients (OR: 1.30; 95% CI (0.56-3.03). Hospital and ICU LOS were significantly shorter for patients admitted to a non-level I trauma facilities, and patients admitted to a non-level I trauma facility were more likely to be discharged home. Findings were confirmed for MT and non-MT patients, per injured body region. CONCLUSION All levels of trauma care performed equally on in-hospital mortality among severely injured patients (MAIS ≥ 3), although patients admitted to the level I TC were more severely injured. Subgroups of patients by body region or ISS, with a survival benefit or more favorable clinical outcome measures were not identified. Subgroups analysis on clinical outcome measures across different levels of trauma care in an inclusive trauma network is too simplistic if subgroups are based on injuries in specific body region or ISS only.
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Affiliation(s)
- L A Rojer
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - J C van Ditshuizen
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands; Trauma Centre Southwest Netherlands Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands.
| | - T A J van Voorden
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands; Trauma Centre Southwest Netherlands Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - E M M Van Lieshout
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - M H J Verhofstad
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - D Den Hartog
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands; Trauma Centre Southwest Netherlands Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - C A Sewalt
- Trauma Research Unit Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands; Trauma Centre Southwest Netherlands Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
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Van Ditshuizen JC, Rojer LA, Van Lieshout EM, Bramer WM, Verhofstad MH, Sewalt CA, Den Hartog D. Evaluating associations between level of trauma care and outcomes of patients with specific severe injuries: A systematic review and meta-analysis. J Trauma Acute Care Surg 2023; 94:877-892. [PMID: 36726194 PMCID: PMC10208644 DOI: 10.1097/ta.0000000000003890] [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: 09/22/2022] [Revised: 12/20/2022] [Accepted: 01/01/2023] [Indexed: 02/03/2023]
Abstract
BACKGROUND Trauma networks have multiple designated levels of trauma care. This classification parallels concentration of major trauma care, creating innovations and improving outcome measures. OBJECTIVES The objective of this study is to assess associations of level of trauma care with patient outcomes for populations with specific severe injuries. METHODS A systematic literature search was conducted using six electronic databases up to April 19, 2022 (PROSPERO CRD42022327576). Studies comparing fatal, nonfatal clinical, or functional outcomes across different levels of trauma care for trauma populations with specific severe injuries or injured body region (Abbreviated Injury Scale score ≥3) were included. Two independent reviewers included studies, extracted data, and assessed quality. Unadjusted and adjusted pooled effect sizes were calculated with random-effects meta-analysis comparing Level I and Level II trauma centers. RESULTS Thirty-five studies (1,100,888 patients) were included, of which 25 studies (n = 443,095) used for meta-analysis, suggesting a survival benefit for the severely injured admitted to a Level I trauma center compared with a Level II trauma center (adjusted odds ratio [OR], 1.15; 95% confidence interval [CI], 1.06-1.25). Adjusted subgroup analysis on in-hospital mortality was done for patients with traumatic brain injuries (OR, 1.23; 95% CI, 1.01-1.50) and hemodynamically unstable patients (OR, 1.09; 95% CI, 0.98-1.22). Hospital and intensive care unit length of stay resulted in an unadjusted mean difference of -1.63 (95% CI, -2.89 to -0.36) and -0.21 (95% CI, -1.04 to 0.61), respectively, discharged home resulted in an unadjusted OR of 0.92 (95% CI, 0.78-1.09). CONCLUSION Severely injured patients admitted to a Level I trauma center have a survival benefit. Nonfatal outcomes were indicative for a longer stay, more intensive care, and more frequently posthospital recovery trajectories after being admitted to top levels of trauma care. Trauma networks with designated levels of trauma care are beneficial to the multidisciplinary character of trauma care. LEVEL OF EVIDENCE Systematic review and meta-analysis; Level III.
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Breedt DS, Steyn E. Geriatric Trauma in a High-Volume Trauma Centre in Cape Town: How Do We Compare? World J Surg 2022; 46:582-590. [PMID: 34994839 DOI: 10.1007/s00268-021-06416-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Little is known about the injury profile of older persons from low-and-middle-income countries, such as South Africa, where violence is prevalent. This study aimed to identify common mechanisms of injury (MOI), severity, complications, and outcomes in elderly patients admitted to a referral trauma centre in Cape Town. METHODS A retrospective review was performed of all patients ≥60 years presenting at Tygerberg hospital trauma centre over an eight-month period. Descriptive statistics were computed for all variables of interest, and the relationship between the MOI, injury severity score (ISS), complications, and outcomes were assessed. RESULTS Of the total 7,635 trauma cases admitted, patients ≥60 years accounted for 4% (n = 275). The most frequent MOI was low falls (58%). Of these 11% of injuries were intentionally inflicted. Among them 35% of the patients experienced complications. The ISS was positively associated with the number of complications (p < 0.01). The mortality rate was 6.5%. An ISS of ≥10 was associated with increased mortality (p < 0.01). The number of complications was positively associated with mortality (p < 0.01). CONCLUSIONS In contrast to high-income countries (HICs), the cohort of elderly patients admitted to the trauma centre made up a relatively small portion of the total admissions. Compared to HICs, intentionally inflicted injuries and preventable MOI were common in our sample, underscoring the importance of addressing causative factors. Notably, the ISS was strongly associated with the number of complications and an ISS ≥10 was associated with mortality, highlighting the utility of the ISS in identifying elderly trauma patients most at risk of negative outcomes.
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Affiliation(s)
- Danyca Shadé Breedt
- Faculty of Medicine & Health Science, Stellenbosch University, Francie van Zijl Drive, Cape Town, South Africa.
| | - Elmin Steyn
- Division of Surgery, Stellenbosch University & Tygerberg Hospital, Francie van Zijl Drive, Cape Town, South Africa
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Turcato G, Zaboli A, Tenci A, Ricci G, Zannoni M, Scheurer C, Wieser A, Maccagnani A, Bonora A, Pfeifer N. Safety and differences between direct oral anticoagulants and vitamin K antagonists in the risk of post-traumatic intrathoracic bleeding after rib fractures in elderly patients. EMERGENCY CARE JOURNAL 2021. [DOI: 10.4081/ecj.2021.10284] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Closed chest traumas are frequent consequences of falls in the elderly. The presence of concomitant oral anticoagulant therapy can increase the risk of post-traumatic bleeding even in cases of trauma with non-severe dynamics. There is limited information about the differences between vitamin K antagonists and direct oral anticoagulants in the risk of post-traumatic bleeding. To assess differences in the risk of developing intra-thoracic hemorrhages after chest trauma with at least one rib fracture caused by an accidental fall in patients over 75 years of age taking oral anticoagulant therapy. This study involved data from four emergency departments over two years. All patients on oral anticoagulant therapy and over 75 years of age who reported a closed thoracic trauma with at least one rib fracture were retrospectively evaluated. Patients were divided into two study groups according their anticoagulant therapy. Of the 342 patients included in the study, 38.9% (133/342) were treated with direct oral anticoagulants and 61.1% (209/342) were treated with vitamin K antagonist. A total of 7% (24/342) of patients presented intrathoracic bleeding, while 5% (17/342) required surgery or died as a result for the trauma. Posttraumatic intrathoracic bleeding occurred in 4.5% (6/133) of patients receiving direct oral anticoagulants and 8.6% (18/209) of patients receiving vitamin K antagonist. Logistic regression analysis, revealed no difference in the risk of intrathoracic haemorrhages between the two studied groups. Direct oral anticoagulants therapy presents a risk of post-traumatic intrathoracic haemorrhage comparable to that of vitamin K antagonist therapy.
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Outcomes of Extracorporeal Membrane Oxygenation in Acute Respiratory Distress Syndrome Following Traumatic Injury: A Propensity-Matched Analysis. Crit Care Explor 2021; 3:e0421. [PMID: 34036273 PMCID: PMC8133149 DOI: 10.1097/cce.0000000000000421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Supplemental Digital Content is available in the text. OBJECTIVES: The purpose of this study is to evaluate the overall occurrence of inhospital mortality in trauma patients who were placed on extracorporeal membrane oxygenation following the complication of the acute respiratory distress syndrome. DESIGN: Observational cohort study. SETTING: The data of all patients who were traumatically injured and developed the complication of acute respiratory distress syndrome were accessed from the Trauma Quality Improvement Program database from the calendar years of 2013 to 2016. PATIENTS: Patients 16 years old and less than 90 years old were included in the study. Variables included patient demography, Injury Severity Score, Glasgow Coma Scale score, Abbreviated Injury Scale score, and outcomes. INTERVENTIONS: Extracorporeal membrane oxygenation. MEASUREMENTS AND MAIN RESULTS: Propensity-matched analysis was performed between two groups: patients placed on extracorporeal membrane oxygenation and patients placed on conventional mode of ventilation. The primary outcome was inhospital mortality. Out of 6,121 patients who developed acute respiratory distress syndrome, 118 patients (1.93%) were placed on extracorporeal membrane oxygenation. The pair matched analysis showed significant difference between the two groups (extracorporeal membrane oxygenation vs conventional mode of ventilation) for overall inhospital mortality (35.6% vs 14.4%; p < 0.001). There were significant differences found between the two groups for the median hospital length of stay (41 [35–49] vs 27 [24–33]), ICU days (35 [30–41] vs 19 [17–24]), and ventilator days (30 [27–34] vs 15 [13–18]). All p values are less than 0.001. CONCLUSIONS: Approximately 2% of acute respiratory distress syndrome patients were placed on extracorporeal membrane oxygenation. The overall inhospital mortality remained high despite patients being placed on extracorporeal membrane oxygenation.
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Feasibility of Using Floor Vibration to Detect Human Falls. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 18:ijerph18010200. [PMID: 33383939 PMCID: PMC7795781 DOI: 10.3390/ijerph18010200] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Revised: 12/24/2020] [Accepted: 12/25/2020] [Indexed: 11/17/2022]
Abstract
With the increasing aging population in modern society, falls as well as fall-induced injuries in elderly people become one of the major public health problems. This study proposes a classification framework that uses floor vibrations to detect fall events as well as distinguish different fall postures. A scaled 3D-printed model with twelve fully adjustable joints that can simulate human body movement was built to generate human fall data. The mass proportion of a human body takes was carefully studied and was reflected in the model. Object drops, human falling tests were carried out and the vibration signature generated in the floor was recorded for analyses. Machine learning algorithms including K-means algorithm and K nearest neighbor algorithm were introduced in the classification process. Three classifiers (human walking versus human fall, human fall versus object drop, human falls from different postures) were developed in this study. Results showed that the three proposed classifiers can achieve the accuracy of 100, 85, and 91%. This paper developed a framework of using floor vibration to build the pattern recognition system in detecting human falls based on a machine learning approach.
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Early risk stratification of in hospital mortality following a ground level fall in geriatric patients with normal physiological parameters. Am J Emerg Med 2019; 38:2531-2535. [PMID: 31870673 DOI: 10.1016/j.ajem.2019.12.031] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/14/2019] [Accepted: 12/15/2019] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The purpose of this study was to identify risk factors of mortality for geriatric patients who fell from ground level at home and had a normal physiological examination at the scene. METHODS Patients aged 65 and above, who sustained a ground level fall (GLF) with normal scene Glasgow Coma Scale (GCS) score 15, systolic blood pressure (SBP) > 90 and <160 mmHg, heart rate ≥ 60 and ≤100 beats per minute) from the 2012-2014 National Trauma Data Bank (NTDB) data sets were included in the study. Patients' characteristics, existing comorbidities [history of smoking, chronic kidney disease (CKD), cerebrovascular accident (CVA), diabetes mellitus (DM), and hypertension (HTN) requiring medication], injury severity scores (ISS), American College of Surgeons' (ACS) trauma center designation level, and outcomes were examined for each case. Risks factors of mortality were identified using bivariate analysis and logistic regression modeling. RESULTS A total of 40,800 patients satisfied the study inclusion criteria. The findings of the logistic regression model for mortality using the covariates age, sex, race, SBP, ISS, ACS trauma level, smoking status, CKD, CVA, DM, and HTN were associated with a higher risk of mortality (p < .05). The fitted model had an Area under the Curve (AUC) measure of 0.75. CONCLUSION Cases of geriatric patients who look normal after a fall from ground level at home can still be associated with higher risk of in-hospital death, particularly those who are older, male, have certain comorbidities. These higher-risk patients should be triaged to the hospital with proper evaluation and management.
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