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Teng D, Chen Z, Wu Z, Zhang Y, Yang B, Tang L, Jiang Z, Liu Y, Liu Z, Zhou L. Influence of centroid acceleration acquisition and filtering class on head injury criterion evaluation. Injury 2024; 55:111457. [PMID: 38490847 DOI: 10.1016/j.injury.2024.111457] [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: 10/11/2023] [Revised: 02/03/2024] [Accepted: 02/25/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND Although the Head Injury Criteria (HIC) has been widely applied to assess head impact injuries, it faces two outstanding problems: 1) HIC is affected strongly by the cut-off frequency when processing acceleration signals. And these cut-off frequencies are experiential and lack unified guidelines; 2) If the head was impacted on a different part, should the corresponding HIC threshold be the same? If these problems are not resolved, it could potentially lead to a critical misinterpretation of the safety assessment. METHODS Finite element method was used to reconstruct head impacts. The head model includes tissues like skull, brainstem, cerebrospinal fluid, etc. The head model was impacted in the frontal, occipital, parietal or lateral direction with different impact velocities. Acceleration signals of the head model were extracted directly from the skull and the head centroid node. To obtain a robust HIC, the filtering class of acceleration signals were analyzed carefully. Then, the relation between rigid body HIC and the centroid node HIC were studied systematically. RESULTS When the filtering class of rigid body acceleration and centroid node acceleration reached the cut-off frequency, the corresponding derivative of HIC tended to change smoothly. Using these cut-off frequencies, robust HICs were obtained. The rigid body HIC far exceeded that of centroid node HIC, such as 8, 9, 14 and 31 times exceeded in the frontal, occipital, parietal and lateral impact conditions, respectively. Moreover, approximate linear relations were found between the rigid body HIC and the centroid node HIC in different impact directions, respectively. From these relations, the injury thresholds of rigid body HIC of various directions were given quantitatively. CONCLUSIONS The rational filtering class like CFC 800 and CFC 700 were given for rigid body HIC and centroid node HIC, respectively. The rigid body HIC had a significant discrepancy from the centroid node HIC. Linear relations between the rigid body HIC and centroid node HIC were found, and their slopes changed with impact directions. From these relations, we can adjust the injury thresholds reasonably if the head receives different impacts. These findings can effectively enhance the applicability of HIC.
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Affiliation(s)
- Da Teng
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
| | - Zexuan Chen
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
| | - Zekang Wu
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
| | - Yuting Zhang
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
| | - Bao Yang
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China.
| | - Liqun Tang
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China; State Key Laboratory of Subtropical Building Science, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China.
| | - Zhenyu Jiang
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
| | - Yiping Liu
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
| | - Zejia Liu
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
| | - Licheng Zhou
- School of Civil Engineering and Transportation, South China University of Technology, No.381, Wushan Road, Guangzhou, Guangdong, PR China
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Muili AO, Kuol PP, Jobran AW, Lawal RA, Agamy AA, Bankole NDA. Management of traumatic brain injury in Africa: challenges and opportunities. Int J Surg 2024; 110:3760-3767. [PMID: 38573135 PMCID: PMC11175763 DOI: 10.1097/js9.0000000000001391] [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: 09/22/2023] [Accepted: 03/11/2024] [Indexed: 04/05/2024]
Abstract
Traumatic brain injury (TBI) is a major public health concern globally, with significant implications for morbidity, mortality, and long-term disability. While extensive research has been conducted on TBI management in high-income countries, limited attention has been given to the specific challenges and opportunities faced by healthcare systems in sub-Saharan Africa (SSA). This perspective study aims to provide a comprehensive overview of the current status of TBI management in SSA, focusing on the unique challenges and potential opportunities for improvement. The findings highlight several key challenges faced by SSA healthcare systems in managing TBIs, including limited resources, inadequate infrastructure, and a shortage of trained healthcare professionals. Furthermore, social and cultural factors, such as ignorance of driving laws, financial constraints, and limited access to modern technology services. However, the study also identifies potential opportunities for improving TBI management in SSA. These include strengthening healthcare infrastructure, enhancing pre-hospital care and transportation systems, and increasing public awareness and education about TBI. This perspective study emphasizes the urgent need for tailored interventions and strategies to address the unique challenges faced by SSA in managing TBIs. Addressing the challenges and opportunities in brain injury management in SSA requires a comprehensive approach which can be through investing in health infrastructure, addressing socio-economic inequalities, implementing prevention strategies, and fostering evidence-based research collaboration. Through this, the region can significantly improve TBI care and outcomes, thereby improving the well-being of people affected by TBI in SSA.
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Affiliation(s)
| | - Piel Panther Kuol
- Department of Medicine and Surgery, Moi University School of Medicine, Eldoret, Kenya
| | | | | | | | - Nourou Dine Adeniran Bankole
- Clinical Investigational Center (CIC), 1415, INSERM
- Department of Interventional Neuroradiology, Teaching Hospital of Tours, Tours, France
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Gallaher J, An SJ, Kayange L, Davis D, Charles A. Tri-modal Distribution of Trauma Deaths in a Resource-Limited Setting: Perception Versus Reality. World J Surg 2023; 47:1650-1656. [PMID: 36939860 DOI: 10.1007/s00268-023-06971-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/19/2023] [Indexed: 03/21/2023]
Abstract
BACKGROUND Advances in trauma care in high-income countries have significantly reduced late deaths following trauma, challenging the classical trimodal pattern of trauma-associated mortality. While studies from low and middle-income countries have demonstrated that the trimodal pattern is still occurring in many regions, there is a lack of data from sub-Saharan Africa evaluating the temporal epidemiology of trauma deaths. METHODS We conducted a retrospective analysis of the trauma registry at Kamuzu Central Hospital in Lilongwe, Malawi, including all injured patients presenting to the emergency department (ED) from 2009 to 2021. Patients were compared based on timing of death relative to time of injury. We then used a modified Poisson regression model to identify adjusted predictors for early mortality compared to late mortality. RESULTS Crude mortality of patients presenting to the ED in the study period was 2.4% (n = 4,096/165,324). Most patients experienced a pre-hospital death (n = 2,330, 56.9%), followed by death in the ED (n = 619, 15.1%). Early death (pre-hospital or ED) was associated with transportation by police (RR1.52, 95% CI 1.38, 1.68) or private vehicle (RR1.20, 95% CI 1.07, 1.31), vehicle-related trauma (RR1.10, 95% CI 1.05, 1.14), and penetrating injury (RR1.11, 95% CI 1.04, 1.19). Ambulance transportation was associated with a 40% decrease in the risk of early death. CONCLUSIONS At a busy tertiary trauma center in Malawi, most trauma-associated deaths occur within 48 h of injury, with most in the pre-hospital setting. To improve clinical outcomes for trauma patients in this environment, substantial investment in pre-hospital care is required through first-responder training and EMS infrastructure.
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Affiliation(s)
- Jared Gallaher
- Department of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA
| | | | - Linda Kayange
- Department of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA
| | - Dylane Davis
- Department of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA.,Kamuzu Central Hospital, Lilongwe, Malawi
| | - Anthony Charles
- Department of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228, USA.
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Reallocation of Hospital Resources During COVID-19 Pandemic and Effect on Trauma Outcomes in a Resource-Limited Setting. World J Surg 2022; 46:2036-2044. [PMID: 35754058 PMCID: PMC9244557 DOI: 10.1007/s00268-022-06636-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2022] [Indexed: 11/07/2022]
Abstract
Background The COVID-19 pandemic has caused unprecedented disruptions to surgical care worldwide, particularly in low-resource countries. We sought to characterize the association between pre-and intra-pandemic trauma clinical outcomes at a busy tertiary hospital in Malawi. Methods We analyzed trauma patients that presented to Kamuzu Central Hospital in Lilongwe, Malawi, from 2011 through July 2021. Burn patients were excluded. We compared patients based on whether they presented before or during the pandemic (defined as starting March 11, 2020, the date of the official WHO designation). We used logistic regression modeling to estimate the adjusted odds ratio of death based on presentation. Results A total of 137,867 patients presented during the study period, with 13,526 patients during the pandemic. During the pandemic, patients were more likely to be older (mean 28 vs. 25 years, p < 0.001), male (79 vs. 74%, p < 0.001), and suffer a traumatic brain injury (TBI) as their primary injury (9.7 vs. 4.9%, p < 0.001). Crude trauma-associated mortality was higher during the pandemic at 3.7% vs. 2.1% (p < 0.001). The odds ratio of mortality during the pandemic compared to pre-pandemic presentation was 1.28 (95% CI 1.06, 1.53) adjusted for age, sex, initial AVPU score, transfer status, injury type, and mechanism. Conclusions During the pandemic, adjusted trauma-associated mortality significantly increased at a tertiary trauma center in a low-resource setting despite decreasing patient volume. Further research is urgently needed to prepare for future pandemics. Potential targets for improvement include improving pre-hospital care and transportation, planning for intensive care utilization, and addressing nursing shortages.
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Gallaher J, Kayange L, Purcell LN, Reid T, Charles A. Are Surgeons Enough? The Relationship between Increasing Surgical Demand and Access to Surgery in a Resource-Limited Environment. J Surg Res 2021; 267:569-576. [PMID: 34265600 DOI: 10.1016/j.jss.2021.06.031] [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: 04/01/2021] [Revised: 05/25/2021] [Accepted: 06/09/2021] [Indexed: 11/27/2022]
Abstract
INTRODUCTION The relationship between increasing surgical demand and access to operative intervention remains unclear in delivering general surgical care in resource-limited settings, where demand often exceeds capacity. We sought to characterize the association between general surgery patient volume and operative intervention at a tertiary hospital in Malawi, which has an adequate surgical workforce. METHODS We analyzed patients admitted to Kamuzu Central Hospital Lilongwe, Malawi, with a general surgery complaint from 2018-2020. We examined the relationship between the census at the time of admission, the use of operative intervention, and the time to operative intervention. The patient census was defined as low (≤30 patients), medium (31-49 patients), and high (≥50 patients), based on historical patterns. RESULTS 2,701 patients were included. The mean daily census was 46 patients (SD 10). For the medium and high census, the adjusted risk ratio of undergoing surgery was 0.86 (95% CI 0.78, 0.95) and 0.81 (95% CI 0.73, 0.90), respectively, adjusted for admission diagnosis. For patients requiring urgent abdominal exploration, at a census of 25, the adjusted mean time to operation was 0.8 days (95% CI 0.1, 1.5) compared to 2.8 days (95% CI 2.1, 3.5) at a census of 65 patients. CONCLUSIONS Despite an adequate surgical workforce, an increasing mean daily census significantly reduced the use of operative intervention and increased time to operation for patients who needed urgent abdominal exploration. Additional improvements in the surgical ecosystem beyond surgeons are necessary to improve surgical access.
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Affiliation(s)
- Jared Gallaher
- Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, NC, USA.
| | - Linda Kayange
- Department of Surgery, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Laura N Purcell
- Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Trista Reid
- Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Anthony Charles
- Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, NC, USA; Department of Surgery, Kamuzu Central Hospital, Lilongwe, Malawi
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