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Novelli G, Filippi A, Cartocci A, Mirabella S, Talarico M, De Ponti E, Meazzini MC, Sozzi D, Canzi G, Anghileri M. Correlation between Malocclusion and Mandibular Fractures: An Experimental Study Comparing Dynamic Finite Element Models and Clinical Case Studies. Bioengineering (Basel) 2024; 11:274. [PMID: 38534548 DOI: 10.3390/bioengineering11030274] [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: 01/09/2024] [Revised: 02/29/2024] [Accepted: 03/11/2024] [Indexed: 03/28/2024] Open
Abstract
Mandibular fractures are very common in maxillofacial trauma surgery. While previous studies have focused on possible risk factors related to post-operative complications, none have tried to identify pre-existing conditions that may increase the risk of mandibular fractures. We hypothesized, through clinical observation, that anatomical conditions involving poor dental contacts, such as malocclusions, may increase the risk of mandibular fractures. This work was subdivided into two parts. In the first part, Digital Imaging and Communications in Medicine (DICOM) data of four healthy patients characterized by different dentoskeletal occlusions (class I, class II, class III, and anterior open bite) have been used to develop four finite element models (FEMs) that accurately reproduce human bone structure. A vertical and lateral impact have been simulated at increasing speed on each model, analyzing the force distribution within the mandibular bone. Both vertical and lateral impact showed higher level of stress at the impact point and in the condylar area in models characterized by malocclusion. Specifically, the class III and the open bite models, at the same speed of impact, had higher values for a longer period, reaching critical stress levels that are correlated with mandibular fracture, while normal occlusion seems to be a protective condition. In the second part of this study, the engineering results were validated through the comparison with a sample of patients previously treated for mandibular fracture. Data from 223 mandibular fractures, due to low-energy injuries, were retrospectively collected to evaluate a possible correlation between pre-existing malocclusion and fracture patterns, considering grade of displacement, numbers of foci, and associated CFI score. Patients were classified, according to their occlusion, into Class I, Class II, Class III, and anterior open bite or poor occlusal contact (POC). Class I patients showed lower frequencies of fracture than class II, III, and open bite or POC patients. Class I was associated with displaced fractures in 16.1% of cases, class II in 47.1%, class III in 48.8% and open bite/POC in 65.2% of cases (p-value < 0.0001). In class I patients we observed a single non-displaced fracture in 51.6% of cases, compared to 12.9% of Class II, 19.5% of Class III and 22.7% of the open bite/POC group. Our analysis shows that class I appears to better dissipate forces applied on the mandible in low-energy injuries. A higher number of dental contacts showed a lower rate of multifocal and displaced fractures, mitigating the effect of direct forces onto the bone. The correlation between clinical data and virtual simulation on FEM models seems to point out that virtual simulation successfully predicts fracture patterns and risk of association with different type of occlusion. Better knowledge of biomechanics and force dissipation on the human body may lead to the development of more effective safety devices, and help select patients to plan medical, orthodontic/dental, and/or surgical intervention to prevent injuries.
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Affiliation(s)
- Giorgio Novelli
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, IRCCS San Gerardo dei Tintori Foundation, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy
| | - Andrea Filippi
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, IRCCS San Gerardo dei Tintori Foundation, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy
- Post-Graduate School of Maxillofacial Surgery, Department of Medicine and Surgery, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Andrea Cartocci
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, IRCCS San Gerardo dei Tintori Foundation, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy
| | - Sergio Mirabella
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, IRCCS San Gerardo dei Tintori Foundation, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy
- Post-Graduate School of Maxillofacial Surgery, Department of Medicine and Surgery, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Marco Talarico
- Department of Aerospace Science and Technology, Politecnico di Milano, Via La Masa 34, 20156 Milan, Italy
| | - Elena De Ponti
- Department of Medical Physics, IRCCS San Gerardo dei Tintori Foundation, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy
| | - Maria Costanza Meazzini
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, IRCCS San Gerardo dei Tintori Foundation, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy
| | - Davide Sozzi
- O.U. Maxillofacial Surgery, Department of Medicine and Surgery, School of Medicine, IRCCS San Gerardo dei Tintori Foundation, University of Milano-Bicocca, Via Pergolesi 33, 20900 Monza, Italy
| | - Gabriele Canzi
- Maxillofacial Surgery Unit, Emergency Department, ASST-GOM Niguarda, Niguarda Hospital, Piazza Ospedale Maggiore 3, 20162 Milan, Italy
| | - Marco Anghileri
- Department of Aerospace Science and Technology, Politecnico di Milano, Via La Masa 34, 20156 Milan, Italy
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Correlation of radiomorphometric indices of the mandible and mandibular angle fractures. Heliyon 2022; 8:e10549. [PMID: 36132178 PMCID: PMC9483591 DOI: 10.1016/j.heliyon.2022.e10549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/29/2022] [Accepted: 09/01/2022] [Indexed: 11/22/2022] Open
Abstract
This study assessed the correlation of radiomorphometric indices of the mandible and mandibular angle fractures (MAFs) in an Iranian population. This retrospective study was conducted on 3D computed tomography (CT) scans of 118 patients between 18 to 60 years. The images were divided into two groups with MAFs and other types of mandibular fractures (non-MAF). The gonial angle, ramus height, condylar neck width, minimum ramus width, and mandibular length were all measured using MARCO PACS software. Age, gender, and presence and eruption status of third molar at the fracture side were all recorded. The correlation between these parameters and MAF was analyzed using R software (alpha = 0.05). Of all patients, 41 samples had MAF. The two groups were not significantly different regarding the mean age and gender (P > 0.05). The mean size of gonial angle and ramus height in the MAF group were significantly larger, and smaller than the corresponding values in the non-MAF group, respectively (P < 0.001). The median minimum ramus width in the MAF group was significantly smaller than that in the non-MAF group (P = 0.001). Patients with a large gonial angle had 6.6 times higher odds of MAF compared with other fracture types (P = 0.046). Condylar neck width, mandibular length, and erupted third molars had no significant correlation with type of fracture. Presence of impacted third molar increased the odds of MAF by 5.55 times. Patients with a large gonial angle, short ramus height, minimum ramus width, and impacted third molar are more susceptible to MAF. Surgeons can use these indices to predict the risk of MAF in trauma patients with such facial characteristics, and make a diagnosis by radiographic modalities.
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Mei H, Feng Q, Wu Y, Li X, Jiang F, Tian N, Li J. Diagnostic validity of different gonial angle segmentation for the assessment of mandibular growth direction: a retrospective study. Ann Anat 2022; 242:151912. [PMID: 35183708 DOI: 10.1016/j.aanat.2022.151912] [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: 12/23/2021] [Revised: 02/03/2022] [Accepted: 02/12/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND The development of the mandible largely determines the sagittal and vertical lateral appearance. The gonial angle (Articulare-Gonion-Menton, Ar-Go'-Me), as a composite indicator, representes the growth direction of the mandible. We proposed a method based on the Frankfort horizontal (FH) plane and its vertical plane (VFH) to divide the gonial angle into sagittal and vertical components (Articulare-Gonion-VFH / Menton-Gonion-FH, Ar-Go'-VFH / Me-Go'-FH) and to compare the accuracy of diagnosing the development of the mandible and maxillofacial structures with other methods. METHODS Lateral cephalometric films from 736 volunteers aged 6-30 years were collected and analyzed for cephalometric measurements. Four groups of segmentation-based angle, including the FH-based segmentation (Ar-Go'-VFH / Me-Go'-FH), the SN-based segmentation (Articulare-Gonion- Sellion-Nasion plane' vertical plane/ Menton-Gonion- Sellion-Nasion plane, Ar-Go'-VSN / Me-Go'-SN), the Go'-S based segmentation(Articulare-Gonion-Sellion / Menton-Gonion-Sellion, Ar-Go'-S / Me-Go'-S), and the Go'-N based segmentation (Articulare-Gonion-Nasion / Menton-Gonion-Nasion, Ar-Go'-N / Me-Go'-N), as well as commonly used sagittal and vertical indices were measured. Pearson correlation analysis was used to show the representativeness of different segmentation methods on the mandibular growth direction. RESULTS As the gonial angle decreased with age, all the segmentation-based metrics decreased. The plane-based segmentation metrics, including Ar-Go'-VFH / Me-Go'-FH, Ar-Go'-VSN / Me-Go'-SN, were superior to the point-based segmentation metrics (Ar-Go'-S / Me-Go'-S, and Ar-Go'-N / Me-Go '-N) in evaluating vertical and sagittal development of the mandible. The sagittal indicators displayed alteration of ramus and condyle, while these vertical indicators responded to the alteration of the mandibular corpus and gonial angle. CONCLUSIONS The gonial angle should be clinically segmented with planes (including SN plane and FH plane) rather than points (including Go'-S and Go'-N) to assess mandibular development. The FH plane-based segmentation method facilitated chair-side diagnosis of the mandibular growth direction.
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Affiliation(s)
- Hongxiang Mei
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China, 610041
| | - Qingchen Feng
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China, 610041
| | - Yumeng Wu
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China, 610041
| | - Xingjian Li
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China, 610041
| | - Fulin Jiang
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China, 610041
| | - Naixue Tian
- Zhejiang Chinese Medical University, Hangzhou, China, 310000
| | - Juan Li
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China, 610041.
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