Journal of Trauma and Injury最新文献

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Thirteen-year trend analysis of orbital blowout fractures: shifts in mechanisms and ocular sequelae across two Korean trauma centers (2011-2023). 眼眶爆裂骨折的十三年趋势分析:韩国两家创伤中心的机制变化和眼部后遗症(2011-2023)。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-12-31 DOI: 10.20408/jti.2025.0164
Minhee Hwang, Youngjun Kim, Changryul Claud Yi
{"title":"Thirteen-year trend analysis of orbital blowout fractures: shifts in mechanisms and ocular sequelae across two Korean trauma centers (2011-2023).","authors":"Minhee Hwang, Youngjun Kim, Changryul Claud Yi","doi":"10.20408/jti.2025.0164","DOIUrl":"10.20408/jti.2025.0164","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to examine 13-year changes in the injury mechanisms of orbital blowout fractures (OBFs) in Korea and to determine how those changes influenced preoperative ocular motility deficits, while also assessing whether apparent intercenter differences persisted after covariate adjustment.</p><p><strong>Methods: </strong>A retrospective cohort was assembled from two level I trauma centers: a historical 2011 series from Inje University Sanggye Paik Hospital (n=150) and a pooled 2019-2023 series from Pusan National University Hospital (n=50). Eligibility required computed tomography-confirmed medial and/or inferior wall fracture with an intact orbital rim; patients with rim involvement or penetrating ocular trauma were excluded. Injury mechanism, fracture site, and diplopia and/or extraocular movement (EOM) limitation at presentation were abstracted from electronic medical records. Categorical comparisons used the chi-square test, and trends across calendar years were assessed using logistic regression (with year as a continuous predictor). Multivariable logistic modeling estimated adjusted odds ratios (aORs) for preoperative ocular motility deficit according to age, sex, mechanism, fracture site, calendar year, and center, with robust clustering.</p><p><strong>Results: </strong>Interpersonal violence decreased from 34.7% of OBFs in 2011 to 14.0% in 2019-2023, representing an 11% annual decline (OR, 0.89; 95% confidence interval [CI], 0.81-0.97, P=0.007). Preoperative diplopia or EOM limitation was observed in 23 of 200 patients (11.5%): 14% in 2011 versus 4% in 2019-2023. Independent predictors of EOM limitation were interpersonal violence (aOR 3.84; 95% CI, 1.38-10.65; P=0.010) and male sex (aOR, 4.78; 95% CI, 1.49-15.49; P=0.009). Age showed a protective trend (aOR, 0.75 per decade; P=0.064); fracture extent and center were not significant after adjustment. Calendar year showed a borderline inverse association (aOR, 0.86; P=0.061), indicating a 14% annual reduction in presentation-time deficit.</p><p><strong>Conclusions: </strong>Between 2011 and 2023, the Korean OBF landscape shifted from violent assault to accidental mechanisms, accompanied by a marked decline in preoperative ocular motility impairment. Assault mechanism and male sex remain strong risk indicators, while center-based differences appear largely explained by temporal composition. Public health efforts that reduce violence may therefore translate directly into better functional status at initial presentation.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":"38 4","pages":"353-359"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800520/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145913757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Autologous transfusion of hemothoraces in resuscitation after thoracic trauma: a narrative review. 胸腔创伤后自体输血在复苏中的应用综述。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-11-20 DOI: 10.20408/jti.2025.0053
Nicholas George Chapman, Devorah Leah Wineberg
{"title":"Autologous transfusion of hemothoraces in resuscitation after thoracic trauma: a narrative review.","authors":"Nicholas George Chapman, Devorah Leah Wineberg","doi":"10.20408/jti.2025.0053","DOIUrl":"10.20408/jti.2025.0053","url":null,"abstract":"<p><p>Traumatic hemothoraces represent a readily available, normothermic, and ABO-compatible source of blood. As a resuscitation fluid, pleural blood presents a reduced risk of transmissible disease and hemolytic transfusion reactions, and it minimizes patient exposure to the storage lesion that affects allogeneic blood products. Pleural blood therefore retains more physiological concentrations of electrolytes and 2,3-diphosphoglycerate when compared to packed red blood cells. However, pleural blood also has a lower oxygen-carrying capacity than packed red blood cells and is largely depleted of coagulation factors. Yet, due to the presence of tissue factor and other proinflammatory mediators, it may paradoxically increase clot formation once transfused. Uncertainty remains regarding the clinical relevance of the supranormal levels of proinflammatory mediators and the effects of autotransfusion on coagulation in vivo. There is now a body of evidence suggesting that autotransfusion reduces the requirement for donor blood products, and small studies have not identified any signals of harm; however, any positive or negative effects on patient outcomes are yet to be conclusively demonstrated. Centers with access to a robust supply of allogeneic donor blood should continue with standard care until more comprehensive research is conducted to clarify both the clinical benefits and risks of autotransfusion. Nonetheless, autotransfusion retains a role in cases where there is a contraindication to allogeneic transfusion, and in low-resource centers where safe and reliable access to donor blood products is limited.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":" ","pages":"313-319"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800529/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145558463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of the medical professional shortage caused by a resident walkout on scene-to-door time: a retrospective cohort study at a trauma center. 住院医师罢工导致的医疗专业人员短缺对现场到门时间的影响:一项创伤中心的回顾性队列研究。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-12-29 DOI: 10.20408/jti.2025.0128
Yo-Seok Cho, Jae Yool Jang, Jung-Woo Woo, Do Joong Park, Chan Yong Park
{"title":"Effects of the medical professional shortage caused by a resident walkout on scene-to-door time: a retrospective cohort study at a trauma center.","authors":"Yo-Seok Cho, Jae Yool Jang, Jung-Woo Woo, Do Joong Park, Chan Yong Park","doi":"10.20408/jti.2025.0128","DOIUrl":"10.20408/jti.2025.0128","url":null,"abstract":"<p><strong>Purpose: </strong>In February 2024, a nationwide resident walkout in Korea caused a temporary shortage of medical professionals. This study investigated whether the walkout influenced trauma care, with a particular focus on scene-to-door time and patients' in-hospital course.</p><p><strong>Methods: </strong>Trauma patients transported by emergency medical services between June 1, 2022, and March 31, 2025, were included if trauma team activation occurred upon emergency department arrival. Patients were divided into two groups: group 1 (post-COVID-19 normalization period) and group 2 (post-resident walkout period). The primary outcome was scene-to-door time.</p><p><strong>Results: </strong>A total of 271 patients were analyzed: 117 in group 1 and 154 in group 2. The proportion of patients originating outside the primary service area increased from 16.7% to 31.3%. Intensive care unit admission rates decreased (65.0% vs. 22.1%), while interhospital transfers directly from the emergency department increased (7.7% vs. 18.8%). The median scene-to-door time rose from 28 to 44.5 minutes. Spline regression and locally estimated scatterplot smoothing analyses revealed no consistent temporal trend but showed greater variability during the walkout period. According to the generalized linear model, scene-to-door time was 42% longer during this period.</p><p><strong>Conclusions: </strong>The resident walkout was associated with marked delays in scene-to-door time and shifts in in-hospital patient flow. These findings suggest that even temporary workforce shortages can disrupt both prehospital and in-hospital trauma care, underscoring the importance of response planning and adaptable system operations during workforce disruptions.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":" ","pages":"335-342"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800530/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145858866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Postextubation management in head injury patients at high risk of reintubation in the trauma intensive care unit: a retrospective study. 创伤重症监护室高危颅脑损伤患者拔管后管理:一项回顾性研究
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-12-29 DOI: 10.20408/jti.2025.0050
Saeed Mahmood, Temur Baykuziyev, Mohammad Asim, Naushad Ahmad Khan, Ayman El-Menyar, Gustav Strandvik, Sandro Rizoli, Hassan Al-Thani
{"title":"Postextubation management in head injury patients at high risk of reintubation in the trauma intensive care unit: a retrospective study.","authors":"Saeed Mahmood, Temur Baykuziyev, Mohammad Asim, Naushad Ahmad Khan, Ayman El-Menyar, Gustav Strandvik, Sandro Rizoli, Hassan Al-Thani","doi":"10.20408/jti.2025.0050","DOIUrl":"10.20408/jti.2025.0050","url":null,"abstract":"<p><strong>Purpose: </strong>Careful clinical assessment is essential for extubation in patients with acute respiratory failure, and decisions must weigh the potential benefits and risks related to the timing of extubation. This study aimed to characterize the population at high risk for extubation failure and to assess the interventions employed to prevent reintubation in head injury patients admitted to the trauma intensive care unit.</p><p><strong>Methods: </strong>We retrospectively obtained data from the trauma registry database of traumatic brain injury patients who were intubated and admitted to a trauma intensive care unit in Qatar from January 2013 to December 2015. Regression analysis was performed to examine the association between successful extubation and in-hospital complications.</p><p><strong>Results: </strong>In total, 297 head injury patients (279 male and 26 female patients) at high risk of reintubation were included in the analysis. The prevalence of agitation and pneumonia in postextubated head injury patients were 10.8% and 4.7%, respectively. After adjusting for confounding variables, successful extubation with the use of a nasal cannula and continuous positive airway pressure was significantly associated with reduced agitation (P=0.001) and a lower incidence of in-hospital complications, including pneumonia (P=0.001) and sepsis (P=0.02).</p><p><strong>Conclusions: </strong>This study suggests an association between successful extubation, reduced agitation, and a decreased incidence of in-hospital complications such as pneumonia and sepsis. Particular attention and further research should focus on optimizing extubation management for head injury patients.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":" ","pages":"320-326"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800521/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145858877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From trauma surgery to acute care surgery: a 4-year observational study at a single trauma center in Korea. 从创伤外科到急性护理外科:韩国单一创伤中心的4年观察研究。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-12-31 DOI: 10.20408/jti.2025.0248
Jung-Woo Woo, Jae Yool Jang, Yo Seok Cho, Hongkyung Shin, Chan Yong Park
{"title":"From trauma surgery to acute care surgery: a 4-year observational study at a single trauma center in Korea.","authors":"Jung-Woo Woo, Jae Yool Jang, Yo Seok Cho, Hongkyung Shin, Chan Yong Park","doi":"10.20408/jti.2025.0248","DOIUrl":"10.20408/jti.2025.0248","url":null,"abstract":"<p><strong>Purpose: </strong>The acute care surgery (ACS) model establishes the capacity to immediately accommodate nontraumatic emergency surgery requiring urgent treatment while simultaneously elevating the existing trauma care system to the highest level. This study aims to evaluate the 4-year experience of operating after expanding the trauma surgery domain to ACS at this institution, which was designated as a lower-level trauma center by the local government in 2020.</p><p><strong>Methods: </strong>A retrospective study was conducted using clinical records for patients who underwent surgery in the Division of Trauma and Acute Care Surgery over a 54-month period, from March 2021 to August 2025.</p><p><strong>Results: </strong>Trauma volumes remained stable (10-20 cases semiannually) after ACS implementation, with surgical case numbers similar to those recorded before its introduction. Nontrauma volumes increased from 3 cases in March-August 2023 to 163 in March-August 2025.</p><p><strong>Conclusions: </strong>The transition from the trauma surgery model to the ACS model successfully increased the efficiency of trauma and emergency general surgery within the level II low-volume environment, accomplishing without reducing the existing trauma caseload. These findings support the adoption of ACS in similar emergency medical institutions and offer insights relevant for national policy development concerning emergency general surgery in Korea.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":"38 4","pages":"382-388"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800528/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145913633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Subclavian artery pseudoaneurysm treated with surgery following endovascular balloon occlusion: a case report. 锁骨下动脉假性动脉瘤血管内球囊闭塞后手术治疗1例。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-12-29 DOI: 10.20408/jti.2025.0078
Jaeik Jang, Jayun Cho
{"title":"Subclavian artery pseudoaneurysm treated with surgery following endovascular balloon occlusion: a case report.","authors":"Jaeik Jang, Jayun Cho","doi":"10.20408/jti.2025.0078","DOIUrl":"10.20408/jti.2025.0078","url":null,"abstract":"<p><p>Subclavian vessel injury concomitant with a closed clavicle fracture is rare, and challenges associated with exposure often make proximal control difficult. This paper presents the case of a 26-year-old man who presented to the emergency department after a fall from the sixth floor with multiple injuries, including closed clavicle fractures and a subclavian artery pseudoaneurysm. Proximal control was achieved with endovascular balloon occlusion rather than by performing cervical extension of median sternotomy. Subsequently, exposure was obtained through a subclavian incision, and the injury was treated with a bypass graft.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":" ","pages":"389-393"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800517/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145859004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Iatrogenic vascular injury during retrograde intramedullary nailing of a distal femur fracture: a case report. 逆行髓内钉治疗股骨远端骨折时医源性血管损伤1例报告。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-12-31 DOI: 10.20408/jti.2025.0238
Jeong Seok Choi, JunHyeok Kwon, Yun Ki Ryu, Wonseok Choi, Seonghyun Kang, Jong-Keon Oh, Jae-Woo Cho
{"title":"Iatrogenic vascular injury during retrograde intramedullary nailing of a distal femur fracture: a case report.","authors":"Jeong Seok Choi, JunHyeok Kwon, Yun Ki Ryu, Wonseok Choi, Seonghyun Kang, Jong-Keon Oh, Jae-Woo Cho","doi":"10.20408/jti.2025.0238","DOIUrl":"10.20408/jti.2025.0238","url":null,"abstract":"<p><p>We report a case of iatrogenic injury to the lateral circumflex femoral artery following distal femoral nailing in a 72-year-old patient. Postoperatively, progressive thigh swelling developed, but initial contrast-enhanced computed tomography (CT) showed no evidence of vascular injury. The arterial injury was subsequently identified on a follow-up contrast-enhanced CT scan and was successfully treated with angiographic microcoil embolization. This case underscores the critical importance of meticulous awareness of the trajectories of the lateral circumflex and deep femoral arteries during proximal interlocking screw insertion. It also highlights that early postoperative imaging can fail to detect such vascular complications. Therefore, a high index of clinical suspicion is paramount, and repeated imaging should be strongly considered if clinical signs, such as progressive swelling, persist despite initial negative findings.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":"38 4","pages":"399-403"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800525/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145913605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Subclavian artery injury following clavicle fracture successfully treated with an urgent conversion to endovascular method: a case report. 锁骨骨折后锁骨下动脉损伤急诊转血管内治疗成功1例。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-12-01 Epub Date: 2025-12-31 DOI: 10.20408/jti.2025.0168
Jiwon Kim, Jonghwan Moon
{"title":"Subclavian artery injury following clavicle fracture successfully treated with an urgent conversion to endovascular method: a case report.","authors":"Jiwon Kim, Jonghwan Moon","doi":"10.20408/jti.2025.0168","DOIUrl":"10.20408/jti.2025.0168","url":null,"abstract":"<p><p>Subclavian artery injury is a rare complication of clavicular fracture. This condition most often results from penetrating trauma but may also occur after blunt injury, when bone fragments cause rupture, pseudoaneurysm, dissection, or arterial thrombosis. Subclavian artery injury associated with clavicular fracture occurs in less than 1% of cases and may lead to life-threatening hemorrhage or limb ischemia. We report a case of subclavian artery injury secondary to a clavicular fracture that was successfully managed with endovascular intervention. A 48-year-old man presented to the emergency department after a downhill bicycle crash with a right midshaft clavicle fracture and was scheduled for open reduction and internal fixation (ORIF) 11 days later. Intraoperatively, rupture of a subclavian artery pseudoaneurysm caused massive hemorrhage. Surgical dissection was complicated by severe perivascular inflammation and a high risk of iatrogenic subclavian vein injury. Immediate conversion to an endovascular approach allowed successful hemostasis through femoral artery access and covered stent deployment, after which ORIF was completed. The patient recovered without neurovascular complications and was discharged on postoperative day 5. At 12 weeks, he achieved full shoulder range of motion, and 2-year follow-up angiography showed no stent-related complications. This case underscores the effectiveness of emergent endovascular intervention for ruptured traumatic subclavian pseudoaneurysm when inflammation and risk of iatrogenic injury preclude safe open dissection. A hybrid or rescue endovascular strategy should be considered for similar complex trauma cases.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":"38 4","pages":"394-398"},"PeriodicalIF":0.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12800519/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145913759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Self-inflicted rectal injury triggering acute myocardial infarction: a case report. 自残直肠损伤引发急性心肌梗死1例。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-11-20 DOI: 10.20408/jti.2025.0138
Muge Gulen, Mehmet Gorur, Salim Satar, Selen Acehan, Ozge Ozcan Abacioglu, Adnan Kuvvetli
{"title":"Self-inflicted rectal injury triggering acute myocardial infarction: a case report.","authors":"Muge Gulen, Mehmet Gorur, Salim Satar, Selen Acehan, Ozge Ozcan Abacioglu, Adnan Kuvvetli","doi":"10.20408/jti.2025.0138","DOIUrl":"https://doi.org/10.20408/jti.2025.0138","url":null,"abstract":"<p><p>A 47-year-old male patient who had self-inserted a rectal foreign body for anal autoerotic purposes was admitted to the emergency department. Thirty minutes after admission, he developed chest pain and profuse sweating. Electrocardiography revealed an acute inferior myocardial infarction. Initially, the patient underwent coronary angiography, and percutaneous transluminal angioplasty was performed for a 100% occlusion of the right coronary artery. Subsequently, under general anesthesia, the foreign body was removed via rectal examination in the lithotomy position. This rare clinical scenario, which has not been previously reported in the literature, highlights the potential for psychological trauma and local rectal injury to act as triggers for myocardial infarction. Respecting patient confidentiality, maintaining a nonjudgmental approach, and implementing a multidisciplinary strategy are critically important for the effective management of such uncommon cases.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2025-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145558475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of predictive factors and development of a prediction model for rehabilitation facility discharge in patients with traumatic spinal cord injury: a retrospective analysis of the National Trauma Data Bank. 外伤性脊髓损伤患者出院的预测因素识别和预测模型的建立:对国家创伤数据库的回顾性分析。
IF 0.2
Journal of Trauma and Injury Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.20408/jti.2025.0049
James Bridges, Norris C Talbot, Michael Folse, Stephen Whipple, Bharat Guthikonda, Navdeep Samra, Deepak Kumbhare
{"title":"Identification of predictive factors and development of a prediction model for rehabilitation facility discharge in patients with traumatic spinal cord injury: a retrospective analysis of the National Trauma Data Bank.","authors":"James Bridges, Norris C Talbot, Michael Folse, Stephen Whipple, Bharat Guthikonda, Navdeep Samra, Deepak Kumbhare","doi":"10.20408/jti.2025.0049","DOIUrl":"10.20408/jti.2025.0049","url":null,"abstract":"<p><strong>Purpose: </strong>Previous studies have shown that early rehabilitation is associated with better long-term outcomes in patients with traumatic spinal cord injury. However, data are still limited regarding which factors are associated with discharge to a rehabilitation facility. This study aims to expand on prior research by identifying factors associated with disposition and by introducing a prediction model for these factors.</p><p><strong>Methods: </strong>The National Trauma Data Bank was queried for patients aged 18 years or older who presented to US trauma centers from 2019 to 2021 with traumatic spinal cord injury. Multivariate logistic regression models were used to determine which patient, injury, and hospital variables were significant factors for disposition to a rehabilitation facility, compared to home and intermediate care facilities. Prediction modeling was then performed using these factors.</p><p><strong>Results: </strong>Overall, 14,597 patients were identified, of whom 6,220 were discharged to a rehabilitation facility, 2,647 to an intermediate care facility, and 5,730 to home. Significant factors associated with discharge to a rehabilitation facility compared to home included age, injury location and severity, insurance type, estimated length of stay, systolic blood pressure at admission, and admission blood alcohol level and drug screen results. Similarly, when comparing discharge to a rehabilitation facility with discharge to an intermediate care facility, sex, age, race, estimated length of stay, systolic blood pressure at admission, drug screen results, and coexisting substance use and metabolic conditions all significantly influenced disposition. Fine tree binary classification achieved a prediction accuracy of 72.5% when comparing discharge to a rehabilitation facility and home, and a prediction accuracy of 70.0% when comparing discharge to a rehabilitation facility and an intermediate care facility.</p><p><strong>Conclusions: </strong>This study demonstrates significant factors associated with discharge to a rehabilitation facility in patients with traumatic spinal cord injury. Further studies are needed to improve prediction accuracy.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":"38 3","pages":"255-267"},"PeriodicalIF":0.2,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12550874/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145208510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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