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Hussein SM, Kuruoglu D, Morris JM, Sears VA, Shehab AA, Gibreel W, Sharaf BA. Point-of-Care Virtual Planning and 3D Printing in Facial Trauma: A 10-Year Experience at a Single Institution. J Clin Med 2025; 14:2788. [PMID: 40283618 PMCID: PMC12027776 DOI: 10.3390/jcm14082788] [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] [Received: 02/16/2025] [Revised: 04/10/2025] [Accepted: 04/14/2025] [Indexed: 04/29/2025] Open
Abstract
Background: Despite increased adoption of virtual surgical planning (VSP) in various craniofacial indications, the incorporation of VSP/3DP into facial trauma care remains limited. Therefore, Expedited Preoperative Point of Care for Fracture Reduction to Normalized Anatomy and 3DP to Improve Surgical Outcomes (EPPOCRATIS) was introduced in 2021. This study evaluates our experience with EPPORATIS in craniomaxillofacial trauma over 10 years. Methods: A retrospective review of patients who underwent facial trauma repair between September 2014 and September 2024 was conducted. For each VSP/3DP case, a patient with similar facial trauma patterns, who was treated without VSP, was selected. Evaluation metrics included operative time, blood loss, length of stay, complication rates, and fracture reduction accuracy through 3D heatmap analyses. Operative metrics were normalized by implant (i.e., fracture plates and screws) count to account for fracture complexity. A value of p < 0.05 was deemed statistically significant. Results: The VSP group presented with more complex injuries and higher involvement of various surgical specialties (p < 0.5) and demonstrated longer operative times (p < 0.03). Although the difference was not statistically significant (p = 0.4), when adjusted for implant count, the VSP group had shorter operative times (median: 15.4 vs. 19.3 min/implant) and reduced blood loss compared to non-VSP cases (median: 3.4 mL/implant vs. 4.2 mL/implant). Complications, revision rates, and length of stay showed no significant differences. Conclusions: The use of VSP/3DP (EPPOCRATIS) in craniomaxillofacial trauma reconstruction demonstrated operative efficiency and accurate fracture reduction in complex cases. Further studies are needed to examine the feasibility and cost-effectiveness of point-of-care VSP/3DP in trauma centers.
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Affiliation(s)
- Sara M. Hussein
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Mayo Clinic, Rochester, MN 55905, USA; (S.M.H.); (D.K.); (W.G.)
- Neural Engineering and Precision Surgery Laboratories, Mayo Clinic, Rochester, MN 55905, USA
| | - Doga Kuruoglu
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Mayo Clinic, Rochester, MN 55905, USA; (S.M.H.); (D.K.); (W.G.)
| | - Jonathan M. Morris
- Division of Neuroradiology, Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
- Anatomic Modeling Lab, Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | - Victoria A. Sears
- Anatomic Modeling Lab, Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | - Abdallah A. Shehab
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Mayo Clinic, Rochester, MN 55905, USA; (S.M.H.); (D.K.); (W.G.)
| | - Waleed Gibreel
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Mayo Clinic, Rochester, MN 55905, USA; (S.M.H.); (D.K.); (W.G.)
| | - Basel A. Sharaf
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Mayo Clinic, Rochester, MN 55905, USA; (S.M.H.); (D.K.); (W.G.)
- Neural Engineering and Precision Surgery Laboratories, Mayo Clinic, Rochester, MN 55905, USA
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Tenorio A, Produturi GR, Faraji F, de Cos V, McCann CP, Gosman AA, Hom DB, Doucet JJ, Costantini TW, Khalessi AA, Ciacci JD. The US-Mexico Border Wall Height Extension Is Associated With Increased Incidence and Severity of Facial Trauma. Laryngoscope Investig Otolaryngol 2025; 10:e70129. [PMID: 40177256 PMCID: PMC11963074 DOI: 10.1002/lio2.70129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 01/30/2025] [Accepted: 03/09/2025] [Indexed: 04/05/2025] Open
Abstract
Objective The recent United States (US)-Mexico border wall height extension has been associated with greater migrant neurological and musculoskeletal morbidity after falls. However, the impact on facial trauma has yet to be characterized. Methods In this retrospective cohort study, patients presenting to the UC San Diego Health Trauma Center for border wall fall-related injuries between 2016 and 2021 were included. Patients were compared based on the presence of facial fractures and whether their injuries were before the height extension (2016-2018) or after (2020-2021). Demographics, clinical characteristics, concurrent injuries, and hospital charges were compared. Due to low counts of facial fractures, temporal groups were compared with Zero-Inflated Poisson (ZIP) regressions. Results A total of 383 patients met inclusion criteria, with 9 patients (78% male) sustaining facial fractures and 374 patients (76% male) who did not. Patients with facial fractures were younger (26 [IQR 22-27] vs. 30 years [IQR 24-39], p = 0.047), had a greater concurrence of traumatic brain injuries (22% vs. 3.2%, p = 0.039), and longer ICU length of stay (5 [IQR 2-4] vs. 3 days [IQR 4-14], p = 0.034). The post-height extension cohort had an increased rate of facial fractures (0.34 vs. 0.03 per month), multi-facial-unit fractures (50% vs. 0%), and facial injuries requiring operative intervention (38% vs. 0%). Conclusions Facial fractures present with greater morbidity, and the recent border wall height extension is associated with an increased risk for facial trauma. In addition to the physical trauma, facial trauma is known to harbor enduring psychological repercussions. Altogether, these injury and resource burdens pose multifaceted concerns regarding international border infrastructure. Level of Evidence 3.
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Affiliation(s)
- Alexander Tenorio
- Department of NeurosurgeryUniversity of CaliforniaSan DiegoCaliforniaUSA
| | | | - Farhoud Faraji
- Department of Otolaryngology‐Head and Neck SurgeryUniversity of CaliforniaSan DiegoCaliforniaUSA
| | - Víctor de Cos
- School of MedicineUniversity of CaliforniaSan DiegoCaliforniaUSA
| | - Carson P. McCann
- School of MedicineUniversity of CaliforniaSan DiegoCaliforniaUSA
| | - Amanda A. Gosman
- Department of General Surgery, Division of Plastic SurgeryUniversity of CaliforniaSan DiegoCaliforniaUSA
| | - David B. Hom
- Department of Otolaryngology‐Head and Neck SurgeryUniversity of CaliforniaSan DiegoCaliforniaUSA
| | - Jay J. Doucet
- Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of SurgeryUniversity of CaliforniaSan DiegoCaliforniaUSA
| | - Todd W. Costantini
- Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of SurgeryUniversity of CaliforniaSan DiegoCaliforniaUSA
| | | | - Joseph D. Ciacci
- Department of NeurosurgeryUniversity of CaliforniaSan DiegoCaliforniaUSA
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Michalik W, Toppich J, Łuksza A, Bargiel J, Gąsiorowski K, Marecik T, Szczurowski P, Wyszyńska-Pawelec G, Gontarz M. Exploring the correlation of epidemiological and clinical factors with facial injury severity scores in maxillofacial trauma: a comprehensive analysis. FRONTIERS IN ORAL HEALTH 2025; 6:1532133. [PMID: 40034340 PMCID: PMC11872888 DOI: 10.3389/froh.2025.1532133] [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] [Received: 11/21/2024] [Accepted: 01/20/2025] [Indexed: 03/05/2025] Open
Abstract
Introduction The Facial Injury Severity Scale (FISS) provides a numerical value based on individual fractures that can be a valuable tool for management of maxillofacial trauma patients. The aim of this study was to evaluate the association of epidemiological and clinical factors with facial fracture patterns and their correlations with FISS. Methods A retrospective study was conducted based on 511 medical records from a 4-year period of patients with facial trauma who underwent open reduction internal fixation (ORIF) under general anesthesia. Fracture patterns were categorized into 3 anatomic subunits: upper, middle and lower face. Single-unit and panfacial fractures groups were analyzed separately. Data regarding demographics, hospitalization, etiology of injury, fracture site and complications were collected. The overall risk of fracture within the viscerocranium requiring an ORIF was presented in graphical form. Results Single-unit fractures were more typical in younger patients. There was a significant association between FISS score and traumatic etiology, hospitalization time, length of surgery in each group (p < 0.001). For panfacial fractures, FISS >6 indicated prolonged surgery (>2 h) and hospitalization (>1 week). Discussion Despite the questionable clinical utility of FISS, classifying maxillofacial trauma can facilitate comprehensive treatment planning and multidisciplinary collaboration, particularly in complex cases such as panfacial fractures.
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Affiliation(s)
- Weronika Michalik
- Students’ Scientific Group of the Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
| | - Julia Toppich
- Students’ Scientific Group of the Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
| | - Adam Łuksza
- Students’ Scientific Group of the Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
| | - Jakub Bargiel
- Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
| | - Krzysztof Gąsiorowski
- Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
| | - Tomasz Marecik
- Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
| | - Paweł Szczurowski
- Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
| | | | - Michał Gontarz
- Department of Cranio-Maxillofacial Surgery, Jagiellonian University Medical College, Cracow, Poland
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Galteland P, Døving M, Sehic A, Paaske Utheim T, Næss I, Eken T, Skaga NO, Helseth E, Ramm-Pettersen J. Do Bicycle Helmets Protect Against Facial Fractures? An Observational Study From a Level 1 Trauma Centre. J Craniofac Surg 2024; 35:1325-1328. [PMID: 39042066 DOI: 10.1097/scs.0000000000010181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 03/01/2024] [Indexed: 07/24/2024] Open
Abstract
This study investigates the impact of helmet use on the incidence of facial fractures in bicycle accidents. Analyzing data from hospitalized bicyclists between 2005 and 2016, the research focused on the correlation between helmet usage and various facial fractures. The study included 1256 bicyclists with known helmet use, among whom 277 individuals (22%) were identified with a total of 521 facial fractures. The findings revealed a significant reduction in the likelihood of facial fractures among helmeted cyclists compared with those without helmets (odds ratio, 0.65; confidence interval, 0.50-0.85; P=0.002). Specifically, the odds of sustaining fractures in the zygoma, orbit, nose, and maxilla were decreased by 47%, 46%, 43%, and 33%, respectively, among helmeted cyclists. However, helmet use did not significantly alter the odds of mandible fractures. Overall, the use of helmets in bicycling significantly lowered the risk of midface fractures but showed no notable effect on mandible fractures in severe cycling incidents.
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Affiliation(s)
- Pål Galteland
- Departments of Maxillofacial Surgery
- Faculty of Medicine, Institute of Clinical Medicine
| | - Mats Døving
- Departments of Maxillofacial Surgery
- Faculty of Dentistry, Institute of Oral Biology, University of Oslo, Oslo, Norway
| | - Amer Sehic
- Departments of Maxillofacial Surgery
- Faculty of Dentistry, Institute of Oral Biology, University of Oslo, Oslo, Norway
| | - Tor Paaske Utheim
- Departments of Maxillofacial Surgery
- Faculty of Dentistry, Institute of Oral Biology, University of Oslo, Oslo, Norway
| | - Ingar Næss
- Faculty of Medicine, Institute of Clinical Medicine
| | - Torsten Eken
- Anaesthesia and Intensive Care Medicine
- Faculty of Medicine, Institute of Clinical Medicine
| | - Nils Oddvar Skaga
- Anaesthesia and Intensive Care Medicine
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Ullevål, Oslo, Norway
| | - Eirik Helseth
- Neurosurgery
- Faculty of Medicine, Institute of Clinical Medicine
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Stopa Ł, Stopa W, Stopa Z. Correlation between Tomography Scan Findings and Clinical Presentation and Treatment Outcomes in Patients with Orbital Floor Fractures. Diagnostics (Basel) 2024; 14:245. [PMID: 38337761 PMCID: PMC10854868 DOI: 10.3390/diagnostics14030245] [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: 11/04/2023] [Revised: 01/15/2024] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
Background: Orbital floor fractures involve damage to the orbital floor but not the infraorbital margin. Despite intensive research, they remain a controversial topic. The aim of this study was to investigate the relationship between parameters gathered by means of computed tomography (CT), the clinical presentation, and treatment outcomes, in patients suffering from orbital floor fractures. Methods: Forty patients with orbital floor fractures were included in this study. Information regarding diplopia, impaired ocular mobility, asymmetric eyeball placement, and infraorbital paresis was gathered from the medical records. Nine CT-based parameters were assessed. Two parameters were calculated, based on them. The follow-up data of 30 patients were analyzed. The results were statistically evaluated. The significance level was p < 0.05. Results: Statistical evaluation revealed multiple correlations between CT-based findings, symptoms, and treatment results. Among others, the hernia into the maxillary sinus was significantly larger in patients without improvement in infraorbital paresis (p = 0.0031) and without improvement in assymetric eyeball placement (p = 0.0037). There was no correlation between the entrapment of the rectus inferior muscle and impaired ocular mobility (p = 0.664431; p = 0.420289) and between the direct fracture of the infraorbital canal and infraorbital paresis (p = 0.371102). Conclusions: The widely assumed thesis that impaired ocular mobility in orbital fractures is caused by entrapment of the rectus inferior muscle is disproved by CT-based data. CT-based findings, symptoms, and treatment results in patients with orbital floor fractures were significantly correlated. A large hernia may be a negative prognostic factor.
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Affiliation(s)
- Łukasz Stopa
- Department of Descriptive and Clinical Anatomy, Center for Biostructure Research, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Wojciech Stopa
- Department of Craniomaxillofacial Surgery, Oral Surgery and Implantology, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Zygmunt Stopa
- Department of Craniomaxillofacial Surgery, Oral Surgery and Implantology, Medical University of Warsaw, 02-091 Warsaw, Poland
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Xavier TB, Silva Meira CL, Rodrigues de Lemos JG, Lacerda de Souza L, Ferreira DP, de Vasconcelos Macedo D, Monnazzi MS, Neto NC, Rebelo Pontes HA. Evaluation of the SEVERITY of FACIAL and GENERAL TRAUMA in child and adolescent victims of traffic accidents. Heliyon 2023; 9:e12680. [PMID: 36685385 PMCID: PMC9853304 DOI: 10.1016/j.heliyon.2022.e12680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 10/20/2022] [Accepted: 12/21/2022] [Indexed: 01/09/2023] Open
Abstract
•Evaluation of the FISS and TRISS SpO2 to obtain greater rigor in a standardized epidemiological profile of injury severity.•More accurate determination of trauma severity in child and adolescent victims of traffic accidents for improved urgency and emergency care.•Relation between the scales allows for better decisions on patient hospitalization, adequate treatment and the prevention of irreversible injuries.
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Affiliation(s)
- Thiago Brito Xavier
- Department of Oral Diagnosis, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil
| | - Clarina Louis Silva Meira
- Service of Oral Pathology, João de Barros Barreto University Hospital, Federal University of Pará (UFPA), Belém, Pará, Brazil
| | | | - Lucas Lacerda de Souza
- Department of Oral Diagnosis, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil
| | - Diego Pacheco Ferreira
- Service of Oral Pathology, João de Barros Barreto University Hospital, Federal University of Pará (UFPA), Belém, Pará, Brazil
| | - Diogo de Vasconcelos Macedo
- Diagnosis and Oral and Maxillofacial Surgery Department, Dental School, São Paulo State University (UNESP), Araraquara, São Paulo, Brazil
| | - Marcelo Silva Monnazzi
- Diagnosis and Oral and Maxillofacial Surgery Department, Dental School, São Paulo State University (UNESP), Araraquara, São Paulo, Brazil
| | - Nicolau Conte Neto
- Service of Oral Pathology, João de Barros Barreto University Hospital, Federal University of Pará (UFPA), Belém, Pará, Brazil
| | - Hélder Antônio Rebelo Pontes
- Department of Oral Diagnosis, Piracicaba Dental School, University of Campinas (UNICAMP), Piracicaba, São Paulo, Brazil
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Canzi G, Aseni P, De Ponti E, Cimbanassi S, Sammartano F, Novelli G, Sozzi D. The Comprehensive Facial Injury (CFI) Score Is an Early Predictor of the Management for Mild, Moderate and Severe Facial Trauma. J Clin Med 2022; 11:jcm11123281. [PMID: 35743355 PMCID: PMC9225200 DOI: 10.3390/jcm11123281] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 05/30/2022] [Accepted: 06/06/2022] [Indexed: 01/27/2023] Open
Abstract
Identifying groups of patients with homogeneous characteristics and comparable outcomes improves clinical activity, patients' management, and scientific research. This study aims to define mild, moderate, and severe facial trauma by validating two cut-off values of the Comprehensive Facial Injury (CFI) score and describing their foreseeable clinical needs to create a useful guide in patient management, starting from the first evaluation. The individual CFI score, overall surgical time, and length of hospitalization are calculated for a sample of 1400 facial-injured patients. Receiver Operating Characteristic (ROC) analysis and the corresponding Area Under the Curve (AUC) is tested, and a CFI score ≥4 is selected to discriminate patients undergoing surgical management under general anesthesia (Positive Predictive Value, PPV of 91.4%), while a CFI score ≥10 is selected to identify patients undergoing major surgical procedures (Negative Predictive Value, NPV of 91.7%). These results are enhanced by the consensual trend of Length of Stay outcome. The use of the CFI score allows us to distinguish between the "Mild facial trauma" with a low risk of hospitalization for surgical treatment, the "Moderate facial trauma" with a high probability of surgical treatment, and the "Severe facial trauma" that requires long-lasting surgery and hospital stay, with an increased incidence of Intensive Care Unit admission.
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Affiliation(s)
- Gabriele Canzi
- Maxillofacial Surgery Unit, Department of Emergency, ASST-GOM Niguarda, Niguarda Hospital, Piazza Ospedale Maggiore 3, 20162 Milan, Italy
- Correspondence: ; Tel.: +39-0264447018; Fax: +39-0264447019
| | - Paolo Aseni
- Department of Emergency, ASST-GOM Niguarda, Niguarda Hospital, Piazza Ospedale Maggiore 3, 20162 Milan, Italy;
- Department of Biomedical and Clinical Sciences “L. Sacco”, University of Milano, Via Giovanni Battista Grassi 74, 20157 Milan, Italy
| | - Elena De Ponti
- Department of Medical Physics, ASST-Monza, San Gerardo Hospital, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy;
| | - Stefania Cimbanassi
- O.U. General Surgery—Trauma Team, Department of Emergency, ASST-GOM Niguarda, Niguarda Hospital, University of Milan, Piazza Ospedale Maggiore 3, 20162 Milan, Italy; (S.C.); (F.S.)
| | - Fabrizio Sammartano
- O.U. General Surgery—Trauma Team, Department of Emergency, ASST-GOM Niguarda, Niguarda Hospital, University of Milan, Piazza Ospedale Maggiore 3, 20162 Milan, Italy; (S.C.); (F.S.)
| | - Giorgio Novelli
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, ASST-Monza, St. Gerardo Hospital, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy; (G.N.); (D.S.)
| | - Davide Sozzi
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, ASST-Monza, St. Gerardo Hospital, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy; (G.N.); (D.S.)
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