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Search Results (158)

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53 pages, 2360 KiB  
Systematic Review
Growth Prediction in Orthodontics: ASystematic Review of Past Methods up to Artificial Intelligence
by Ioannis Lyros, Heleni Vastardis, Ioannis A. Tsolakis, Georgia Kotantoula, Theodoros Lykogeorgos and Apostolos I. Tsolakis
Children 2025, 12(8), 1023; https://doi.org/10.3390/children12081023 - 3 Aug 2025
Viewed by 308
Abstract
Background/Objectives: Growth prediction may be used by the clinical orthodontist in growing individuals for diagnostic purposes and for treatment planning. This process appraises chronological age and determines the degree of skeletal maturity to calculate residual growth. In developmental deviations, overlooking such diagnostic details [...] Read more.
Background/Objectives: Growth prediction may be used by the clinical orthodontist in growing individuals for diagnostic purposes and for treatment planning. This process appraises chronological age and determines the degree of skeletal maturity to calculate residual growth. In developmental deviations, overlooking such diagnostic details might culminate in erroneous conclusions, unstable outcomes, recurrence, and treatment failure. The present review aims to systematically present and explain the available means for predicting growth in humans. Traditional, long-known, popular methods are discussed, and modern digital applications are described. Materials and methods: A search on PubMed and the gray literature up to May 2025 produced 69 eligible studies on future maxillofacial growth prediction without any orthodontic intervention. Results: Substantial variability exists in the studies on growth prediction. In young orthodontic patients, the study of the lateral cephalometric radiography and the subsequent calculation of planes and angles remain questionable for diagnosis and treatment planning. Skeletal age assessment is readily accomplished with X-rays of the cervical vertebrae and the hand–wrist region. Computer software is being implemented to improve the reliability of classic methodologies. Metal implants have been used in seminal growth studies. Biochemical methods and electromyography have been suggested for clinical prediction and for research purposes. Conclusions: In young patients, it would be of importance to reach conclusions on future growth with minimal distress to the individual and, also, reduced exposure to ionizing radiation. Nevertheless, the potential for comprehensive prediction is still largely lacking. It could be accomplished in the future by combining established methods with digital technology. Full article
(This article belongs to the Special Issue Multidisciplinary Approaches in Pediatric Orthodontics)
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20 pages, 4949 KiB  
Article
Motion Coupling at the Cervical Vertebral Joints in the Horse—An Ex Vivo Study Using Bone-Anchored Markers
by Katharina Bosch, Rebeka R. Zsoldos, Astrid Hartig and Theresia Licka
Animals 2025, 15(15), 2259; https://doi.org/10.3390/ani15152259 - 1 Aug 2025
Viewed by 193
Abstract
The influence of soft tissue structures, including ligaments spanning one or more intervertebral junctions and the nuchal ligament, on motion of the equine cervical joints remains unclear. The present study addressed this using four post-mortem horse specimens extending from head to withers with [...] Read more.
The influence of soft tissue structures, including ligaments spanning one or more intervertebral junctions and the nuchal ligament, on motion of the equine cervical joints remains unclear. The present study addressed this using four post-mortem horse specimens extending from head to withers with all ligaments intact. Three-dimensional kinematics was obtained from markers on the head and bone-anchored markers on each cervical and the first thoracic vertebra during rotation, lateral bending, flexion and extension of the whole head, and neck segment. Yaw, pitch, and roll angles in 8 cervical joints (total 32) were calculated. Flexion and extension were expressed mainly as pitch in 27 and 22 joints, respectively. Rotation appeared as predominantly roll in 13 joints, whereas lateral bending was represented as predominantly yaw in 1 and as roll or pitch in all other joints. Significant correlations between yaw, pitch, and roll were observed at individual cervical joints in 97% of all measurements, with the atlanto-occipital joint showing complete (100%) correlation. Most non-significant correlations occurred at the C5–C6 joint, while C6–C7 exhibited significantly lower correlation coefficients compared to other levels. The overall movement of the head and neck is not replicated at individual cervical joint levels and should be considered when evaluating equine necks in vivo. Full article
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10 pages, 3728 KiB  
Technical Note
Cervical Lateral Mass and Pedicle Fracture Reduced with a Herbert Screw: A Technical Note
by Antonio Colamaria, Francesco Carbone, Augusto Leone, Giuseppe Palmieri, Savino Iodice, Bianca Maria Baldassarre, Giovanni Cirrottola, Valeria Ble, Uwe Spetzger and Giuseppe Di Perna
Med. Sci. 2025, 13(3), 92; https://doi.org/10.3390/medsci13030092 - 19 Jul 2025
Viewed by 320
Abstract
Background: Traumatic fractures of the cervical spine pose significant challenges in management, particularly in young patients, where preserving mobility is crucial. Patient Characteristics: A 30-year-old woman presented with a C3 lateral mass and pedicle fracture following a motor vehicle collision. Initial conservative management [...] Read more.
Background: Traumatic fractures of the cervical spine pose significant challenges in management, particularly in young patients, where preserving mobility is crucial. Patient Characteristics: A 30-year-old woman presented with a C3 lateral mass and pedicle fracture following a motor vehicle collision. Initial conservative management with a rigid cervical collar for three months failed to reduce the diastasis, and the debilitating neck pain worsened. Preoperative imaging confirmed fracture instability without spinal cord compression. Intervention and Outcome: Preoperative screw trajectory planning was conducted with the My Spine MC system (Medacta), and fine-tuning was achieved on a 3D-printed model of the vertebra. A posterior midline approach was employed to expose the C3 vertebra, and a Herbert screw was inserted under fluoroscopic guidance. Imaging at three months demonstrated significant fracture reduction and early bone fusion. The patient achieved substantial improvement in functional mobility without complications. Conclusion: Herbert screw fixation holds potential as a less-invasive alternative to conventional posterior stabilization for selected cervical fractures. This technical note provides the reader with the required information to support surgical planning and execution. Full article
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10 pages, 600 KiB  
Article
Morphometric Analysis of Subaxial Cervical Vertebra Pedicles in the Turkish Population
by Hande Nur Taşdemir Batir, Hatice Güler, Burcu Kamaşak Arpaçay, İzzet Ökçesiz, Halil Dönmez and Güven Kahriman
Tomography 2025, 11(7), 79; https://doi.org/10.3390/tomography11070079 - 4 Jul 2025
Viewed by 264
Abstract
Background/Objectives: One of the surgical interventions applied in the cervical region is the pedicle screw method. The cervical pedicle screw is stronger than any other screw method; however, use of the cervical pedicle screw is limited due to the variability in the anatomy [...] Read more.
Background/Objectives: One of the surgical interventions applied in the cervical region is the pedicle screw method. The cervical pedicle screw is stronger than any other screw method; however, use of the cervical pedicle screw is limited due to the variability in the anatomy of the cervical vertebrae and the risks to the neurological and vascular structures in this region. This study aimed to determine the morphological features of subaxial cervical vertebrae of the adult Turkish population and to provide guidance for the pedicle screwing method. Methods: In our study, pedicle analyses were examined in the subaxial neck vertebrae of a total of 60 patients, 30 male and 30 female, using computed tomography images. In subaxial vertebrae (C3–C7), bilateral pedicle width, pedicle axis length, pedicle transverse angle, sagittal and transverse diameter of vertebral foramen, and the distance between two pedicles were measured. Results: Pedicle widths that did not fit the commonly used 3.5 mm pedicle screw were detected in both male and female patients. The mean bilateral pedicle width in male patients was found to be greater than in female patients. When the parameter results were compared according to the levels, it was found that the pedicle width, pedicle axis length, transverse diameter, and the distance between the two pedicles increased statistically significantly. Conclusions: We think that the data obtained from the study will help determine the appropriate screwing (screw selection) in subaxial vertebra pedicle surgery and increase the success of the surgical procedure. Full article
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19 pages, 6704 KiB  
Article
AI-Assisted Image Recognition of Cervical Spine Vertebrae in Dynamic X-Ray Recordings
by Esther van Santbrink, Valérie Schuermans, Esmée Cerfonteijn, Marcel Breeuwer, Anouk Smeets, Henk van Santbrink and Toon Boselie
Bioengineering 2025, 12(7), 679; https://doi.org/10.3390/bioengineering12070679 - 20 Jun 2025
Viewed by 565
Abstract
Background: Qualitative motion analysis revealed that the cervical spine moves according to a consistent pattern. This analysis calculates the relative rotation between vertebral segments to determine the sequence in which they contribute to extension, demonstrating a mean sensitivity of 90% and specificity of [...] Read more.
Background: Qualitative motion analysis revealed that the cervical spine moves according to a consistent pattern. This analysis calculates the relative rotation between vertebral segments to determine the sequence in which they contribute to extension, demonstrating a mean sensitivity of 90% and specificity of 85%. However, the extensive time that is required limits its applicability. This study investigated the feasibility of implementing a deep-learning model to analyze qualitative cervical motion. Methods: A U-Net architecture was implemented as 2D and 2D+t models. Dice similarity coefficient (DSC) and Intersection over Union (IoU) were used to assess the performance of the models. Intraclass Correlation Coefficient (ICC) was used to compare the relative rotation of individual vertebrae and segments to the ground truth. Results: IoU ranged from 0.37 to 0.74 and DSC ranged from 0.53 to 0.80. The ICC scores for relative rotation ranged from 0.62 to 0.96 for individual vertebrae and from 0.28 to 0.72 for vertebral segments. For segments, 2D+t models presented higher ICC scores compared to 2D models. Conclusions: This study showed the feasibility of implementing deep-learning models to analyze qualitative cervical motion in dynamic X-ray recordings. Future research should focus on improving model segmentation by enhancing recording contrast and applying post-processing methods. Improved segmentation accuracy will enable routine use of the analysis of motion patterns in clinical research. The absence or presence of a motion pattern, or identification of new patterns has the potential to aid in clinical decision-making. Full article
(This article belongs to the Special Issue Spine Biomechanics)
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11 pages, 3790 KiB  
Article
Using Patient-Specific 3D-Printed C1–C2 Interfacet Spacers for the Treatment of Type 1 Basilar Invagination: A Clinical Case Report
by Tim T. Bui, Alexander T. Yahanda, Karan Joseph, Miguel Ruiz-Cardozo, Bernardo A. de Monaco, Alexander Perdomo-Pantoja, Joshua P. Koleske, Sean D. McEvoy and Camilo A. Molina
Biomimetics 2025, 10(6), 408; https://doi.org/10.3390/biomimetics10060408 - 17 Jun 2025
Viewed by 482
Abstract
Background: Type 1 basilar invagination (BI) is caused by a structural instability at the craniovertebral junction (CVJ) and has been historically treated with distraction and stabilization through fusion of the C1–C2 vertebrae. Recent advances in 3D printed custom implants (3DPIs) have improved the [...] Read more.
Background: Type 1 basilar invagination (BI) is caused by a structural instability at the craniovertebral junction (CVJ) and has been historically treated with distraction and stabilization through fusion of the C1–C2 vertebrae. Recent advances in 3D printed custom implants (3DPIs) have improved the array of available options for reaching distraction and alignment goals. Case Presentation: We report the case of a 15-year-old male who presented with early signs of cervical myelopathy. Radiographic evaluation revealed type 1 BI with a widened atlantodental interval (ADI) of 3.7 mm and a 9 mm McRae’s line violation (MLV) of the dens, resulting in severe narrowing at the CVJ and brainstem/spinal cord impingement. Of note, the patient had bilateral dysplastic C1 and C2 anatomy, thus requiring a patient-specific 3DPI to conform to this anatomy and enable sufficient distraction and fusion. Custom 3D printed C1–C2 interfacet spacers were created and implemented within 14 days to achieve sufficient distraction, osteoconduction, and stabilization of the C1–C2 joint. Outcome: Postoperatively, the patient remained neurologically intact with myelopathic symptom improvement before discharge on postoperative day 4. Postoperative imaging demonstrated the resolution of BI from successful C1–C2 joint distraction and confirmed intended implant placement with resolution of canal stenosis. During his 6-week follow-up, the patient remained neurologically stable with intact hardware and preserved alignment. Conclusions: This case is the first in the United States demonstrating the use of custom 3D printed interfacet spacers to achieve successful distraction, decompression, and stabilization of type 1 BI. These patient-specific 3DPIs were designed and created in a streamlined manner and serve as proof-of-concept of pragmatic implant design and manufacturing. Future optimization of the workflow and characterization of long-term patient outcomes should be explored for these types of 3DPI. Full article
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15 pages, 3793 KiB  
Article
Detection of Copy Number Variations from HIF1A and HIF2A Gene as Genetic Determinants of Bovine Carcass Traits
by Enhui Jiang, Yingjie Zhou, Yunan He, Zhuoyuan He, Hongyang Wang, Leijing Zhu, Chuanying Pan, Chuzhao Lei, Fugui Jiang and Xianyong Lan
Agriculture 2025, 15(12), 1240; https://doi.org/10.3390/agriculture15121240 - 6 Jun 2025
Viewed by 389
Abstract
The beef cattle industry has seen rapid expansion, necessitating the optimization of slaughter traits for enhanced economic benefits. Copy number variation (CNV) has emerged as a pivotal molecular marker in marker-assisted selection (MAS) for genetic improvement in livestock. In this study, we focused [...] Read more.
The beef cattle industry has seen rapid expansion, necessitating the optimization of slaughter traits for enhanced economic benefits. Copy number variation (CNV) has emerged as a pivotal molecular marker in marker-assisted selection (MAS) for genetic improvement in livestock. In this study, we focused on CNVs within the HIF1A and HIF2A genes, which play crucial roles in hypoxic signaling and energy metabolism. Four CNVs were identified in the bovine HIF1A gene and three in HIF2A using the AAOD database. In Gaoqing Black cattle (GQB), the distribution of CNVs for both genes was investigated, revealing predominantly median copy numbers. Association analysis showed a significant relation between CNVs in HIF1A and carcass traits such as cervical vertebrae (CNV1), initial weight and beef diaphragm (CNV2), slaughter weight and chuck (CNV3), and femur and chuck (CNV4) (p < 0.05 or p < 0.01). Similarly, CNVs in HIF2A are associated with traits like beef diaphragm, beef knuckle bone, and beef tendon (CNV1), longissimus dorsi width and beef diaphragm (CNV2), and slaughter weight and limb weights (CNV3) (p < 0.05 or p < 0.01). These findings provide insights into the potential influence of CNVs in HIF1A and HIF2A on carcass traits in Gaoqing Black cattle, offering a theoretical basis for genetic improvement in beef cattle breeding. Full article
(This article belongs to the Section Farm Animal Production)
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23 pages, 2445 KiB  
Article
Osseous Variants of the Cervical Spine with Potential Pathological Significance: Possible Evidence of Vertebrobasilar Insufficiency in a Skeletal Sample from the Post-Classical Cemetery of Corfinio (12th–15th Centuries CE, L’Aquila, Italy)
by Anabel Amores, Carmen Tanga, Maria Carla Somma, Vasco La Salvia, Sonia Antonelli and Joan Viciano
Heritage 2025, 8(5), 178; https://doi.org/10.3390/heritage8050178 - 17 May 2025
Viewed by 645
Abstract
The vertebral arteries supply blood to the upper spinal cord, brainstem, cerebellum, and posterior part of the brain. These arteries are susceptible to deformation from external factors such as muscular, ligamentous, or bony structures, and any interruption of blood flow may result in [...] Read more.
The vertebral arteries supply blood to the upper spinal cord, brainstem, cerebellum, and posterior part of the brain. These arteries are susceptible to deformation from external factors such as muscular, ligamentous, or bony structures, and any interruption of blood flow may result in vertebrobasilar insufficiency. Among the osseous variants of the cervical spine with potential pathological significance, variations in the number, shape, and size of the foramen transversarium, as well as the presence of bony bridges in the first cervical vertebra, may suggest a predisposition to vertebrobasilar insufficiency. A skeletal sample from the post-Classical cemetery of Corfinio (12th–15th centuries CE; L’Aquila, Italy) was examined. Regarding the morphology of the foramen transversarium, shape variations were identified in 32 of the 108 vertebrae analysed (a prevalence of 29.6%). Particularly noteworthy are three findings in the atlas: (i) a high prevalence of foramen transversarium variants (35.7% for hypoplastic and double foramina), (ii) a coefficient of roundness consistent with a brachymorphic shape, and (iii) a high prevalence of bony bridges —especially ponticulus posticus (52.9%) and retrotransverse foramen (64.7%). All of these findings may indicate a predisposition to vertebrobasilar insufficiency in the individuals studied. It is hypothesised that external mechanical factors, such as carrying heavy loads on the head, neck, and shoulders due to work activities, along with possible genetic influences related to kinship, may have contributed to the high prevalence of these osseous variants. Full article
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11 pages, 2225 KiB  
Article
The Potential Morphological Stenosis Pattern of the Arcuate Foramen
by Ioannis Paschopoulos, Maria Piagkou, George Triantafyllou, Panagiotis Papadopoulos-Manolarakis, Fabrice Duparc, Fotis Demetriou, George Tsakotos, Rǎzvan-Costin Tudose, Mugurel Constantin Rusu and Oana Daniela Toader
Diagnostics 2025, 15(10), 1203; https://doi.org/10.3390/diagnostics15101203 - 9 May 2025
Viewed by 554
Abstract
Background: The arcuate foramen (AF), an osseous foramen, is probably formatted from the ossification of the posterior atlanto-occipital membrane. When this morphologically ossified variant exists, it encloses the vertebral artery (VA) third segment (V3). This close relationship may cause compression to the [...] Read more.
Background: The arcuate foramen (AF), an osseous foramen, is probably formatted from the ossification of the posterior atlanto-occipital membrane. When this morphologically ossified variant exists, it encloses the vertebral artery (VA) third segment (V3). This close relationship may cause compression to the VA with concomitant vertebrobasilar insufficiency, vertigo, headaches, or neck pain. In the published literature, no studies investigate the abovementioned potential compression pattern. The present study examines the AF ossification pattern (complete or partial type) and the variable VA diameter at the atlantal part (V3), concluding a potential risk for VA compression after correlating the relative diameters (AF and VA diameters). Materials and Methods: One hundred and fifty dried first cervical vertebrae (atlases) and one hundred fifty computed tomography (CT) scans were obtained for the present study. The presence of a complete or incomplete AF was evaluated, and when present, its diameter was measured. To correlate these findings with the vessel, 50 computed tomography angiographies (without AF presence) were obtained to measure the V3 segment diameter. Results: Out of the total 600 (N = 600) sides, 111 sides had incomplete AF (18.2%), and 67 sides had complete AF (11.1%). The AF mean diameter was 6.41 (1.12) mm. The diameter of the V3 segment ranged between 5.0 and 6.0 mm; therefore, three morphological stenosis patterns were identified. A low risk of compression (over 6.0 mm) was identified in 61.2% (N = 109 sides), a moderate risk (between 5.0–6.0 mm) was observed in 29.2% (N = 52 sides), and a high risk (under 5.0 mm) was recorded in 9.6% (N = 17 sides). There was no statistically significant correlation regarding sexes and age for the potential compression patterns. Conclusions: The present study revealed the morphological stenosis pattern of the AF to the V3 segment. The variation had a high risk of compression to the vessel in 9.6% of sides, indicating that it is not infrequent. Knowledge of these details is essential for clinicians when investigating vertebrobasilar insufficiency. Full article
(This article belongs to the Special Issue Clinical Diagnosis and Management in Cardiology)
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21 pages, 1539 KiB  
Systematic Review
Head and Cervical Posture in Sagittal Skeletal Malocclusions: Insights from a Systematic Review
by Gianna Dipalma, Alessio Danilo Inchingolo, Carmela Pezzolla, Roberta Sardano, Irma Trilli, Daniela Di Venere, Massimo Corsalini, Francesco Inchingolo, Marco Severino, Andrea Palermo and Angelo Michele Inchingolo
J. Clin. Med. 2025, 14(8), 2626; https://doi.org/10.3390/jcm14082626 - 11 Apr 2025
Viewed by 1896
Abstract
Background: This systematic review aims to evaluate the relationship between craniocervical posture and sagittal skeletal malocclusions, focusing on cervical curvature, head posture, and the influence of skeletal classification on craniofacial development. Methods: A comprehensive electronic search was conducted across PubMed, Scopus, and Web [...] Read more.
Background: This systematic review aims to evaluate the relationship between craniocervical posture and sagittal skeletal malocclusions, focusing on cervical curvature, head posture, and the influence of skeletal classification on craniofacial development. Methods: A comprehensive electronic search was conducted across PubMed, Scopus, and Web of Science for studies published between January 2015 and January 2025. Studies meeting the PICOS criteria, which assessed craniocervical posture in individuals with skeletal Class I, II, or III malocclusions, were included. A total of 12 studies were reviewed and analyzed for relevant data. Results: Significant correlations were identified between sagittal skeletal malocclusions and craniocervical posture, particularly cervical curvature. Class II malocclusion was associated with increased cervical curvature and forward head posture, whereas Class III malocclusion was linked to straighter cervical columns and a more posterior head position. Variations in cervical vertebral morphology were also observed, especially in relation to head posture and craniofacial structure. However, considerable heterogeneity was noted among studies regarding sample populations, measurement techniques, and classification criteria. Conclusions: This review highlights a strong interrelationship between craniocervical posture and sagittal skeletal classification, with potential clinical implications for orthodontic diagnosis and treatment planning. Further longitudinal studies are needed to establish causal relationships and improve orthodontic management strategies. Full article
(This article belongs to the Special Issue Orthodontics: Current Advances and Future Options)
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11 pages, 5927 KiB  
Case Report
Osteoma in a Domestic Goose: Radiological and Histopathological Evaluation
by Michał Gesek, Adrianna Michniewicz and Ewa Łukaszuk
Animals 2025, 15(7), 942; https://doi.org/10.3390/ani15070942 - 25 Mar 2025
Viewed by 357
Abstract
The aim of this work was a detailed radiological and histopathological evaluation of a solid tumour that was diagnosed in a 2-year-old goose (Anser domesticus). The radiograph examination showed an osseous change involving the cervical vertebrae. The tumour measuring 15 cm [...] Read more.
The aim of this work was a detailed radiological and histopathological evaluation of a solid tumour that was diagnosed in a 2-year-old goose (Anser domesticus). The radiograph examination showed an osseous change involving the cervical vertebrae. The tumour measuring 15 cm × 10 cm × 9 cm was dense and had well-defined borders, suggesting the presence of calcified bone tissue. Histopathology revealed a well-defined benign neoplasm derived from bone that consisted largely of irregular, disorganized bone trabeculae surrounded by a layer of osteoblasts. The tumour has been classified as an osteoma, which originates from the body of the vertebrae. Osteoma is a benign, well-differentiated tumour with a structure that resembles bone tissue. It presents as a well-demarcated, hard, single tumour that can grow to a considerable size. The aetiology of osteomas in birds remains unclear because of the small number of cases described. Therefore, the influence of factors such as age, breed or sex, trauma, embryonic malformation, infection, developmental disorders, and genetic factors on the development of this type of tumour has not been established. Trauma seems to be the most obvious cause of growth in this case. This work provides valuable information about osteomas in birds, which is important for understanding such neoplasms. Full article
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28 pages, 4379 KiB  
Article
A New Approach Based on Metaheuristic Optimization Using Chaotic Functional Connectivity Matrices and Fractal Dimension Analysis for AI-Driven Detection of Orthodontic Growth and Development Stage
by Orhan Cicek, Yusuf Bahri Özçelik and Aytaç Altan
Fractal Fract. 2025, 9(3), 148; https://doi.org/10.3390/fractalfract9030148 - 26 Feb 2025
Cited by 10 | Viewed by 954
Abstract
Accurate identification of growth and development stages is critical for orthodontic diagnosis, treatment planning, and post-treatment retention. While hand–wrist radiographs are the traditional gold standard, the associated radiation exposure necessitates alternative imaging methods. Lateral cephalometric radiographs, particularly the maturation stages of the second, [...] Read more.
Accurate identification of growth and development stages is critical for orthodontic diagnosis, treatment planning, and post-treatment retention. While hand–wrist radiographs are the traditional gold standard, the associated radiation exposure necessitates alternative imaging methods. Lateral cephalometric radiographs, particularly the maturation stages of the second, third, and fourth cervical vertebrae (C2, C3, and C4), have emerged as a promising alternative. However, the nonlinear dynamics of these images pose significant challenges for reliable detection. This study presents a novel approach that integrates chaotic functional connectivity (FC) matrices and fractal dimension analysis to address these challenges. The fractal dimensions of C2, C3, and C4 vertebrae were calculated from 945 lateral cephalometric radiographs using three methods: fast Fourier transform (FFT), box counting, and a pre-processed FFT variant. These results were used to construct chaotic FC matrices based on correlations between the calculated fractal dimensions. To effectively model the nonlinear dynamics, chaotic maps were generated, representing a significant advance over traditional methods. Feature selection was performed using a wrapper-based approach combining k-nearest neighbors (kNN) and the Puma optimization algorithm, which efficiently handles the chaotic and computationally complex nature of cervical vertebrae images. This selection minimized the number of features while maintaining high classification performance. The resulting AI-driven model was validated with 10-fold cross-validation and demonstrated high accuracy in identifying growth stages. Our results highlight the effectiveness of integrating chaotic FC matrices and AI in orthodontic practice. The proposed model, with its low computational complexity, successfully handles the nonlinear dynamics in C2, C3, and C4 vertebral images, enabling accurate detection of growth and developmental stages. This work represents a significant step in the detection of growth and development stages and provides a practical and effective solution for future orthodontic diagnosis. Full article
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12 pages, 3597 KiB  
Article
Biomechanical Changes in Kyphotic Cervical Spine After Anterior Cervical Discectomy and Fusion with Different Degrees of Correction
by Hongyu Chen, Xu Ma, Shengfa Pan, Li Zhang, Yanbin Zhao, Xin Chen, Yu Sun and Feifei Zhou
Bioengineering 2025, 12(3), 213; https://doi.org/10.3390/bioengineering12030213 - 20 Feb 2025
Viewed by 969
Abstract
Cervical kyphosis is a debilitating disease, and its surgical treatment involves correction to restore sagittal alignment. Few studies have explored the appropriate degree of correction, and the biomechanical impact of correction on the cervical spine is still unclear. This study aimed to compare [...] Read more.
Cervical kyphosis is a debilitating disease, and its surgical treatment involves correction to restore sagittal alignment. Few studies have explored the appropriate degree of correction, and the biomechanical impact of correction on the cervical spine is still unclear. This study aimed to compare the biomechanical changes in the cervical spine after different degrees of correction by two-level anterior cervical discectomy and fusion (ACDF). Three-dimensional finite element (FE) models of the intact cervical spine (C2–C7) with normal physiological lordosis and kyphosis were constructed. Based on the kyphotic model, three two-level ACDF in C4–6 surgical models were developed: (1) non-correction: only the intervertebral heights were restored; (2) partial correction: the cervical curvature was adjusted to straighten; (3) complete correction: the cervical curvature was adjusted to physiological lordosis. A pure moment of 1.0 Nm combined with a follower load of 73.6 N was applied to the C2 vertebra to simulate flexion, extension, lateral bending, and axial rotation. The stress of vertical bodies and facet joints, intradiscal pressure (IDP), and the overall ROMs of all models were computed. The peak von Mises stress on the upper (C4) and lower (C6) instrumented vertebral bodies in the kyphotic model was greater than that of the physiological lordosis model, with the exception of C6 under lateral bending. The maximum stress was observed in C4 during lateral bending after complete correction, which increased by 145% compared to preoperative von Mises stress. For the middle (C5) instrumented vertebral body, the peak von Mises stress increased after surgery. The maximum stress was observed in partial correction during flexion. Compared to physiological lordosis, the peak von Mises stress on the facet joints in kyphotic segments was lower; however, it was higher in the adjacent segments, except C4/5 in extension. The stress on the facet joints in kyphotic segments decreased, with the most significant decrease observed in partial correction. The IDPs in adjacent segments, except for C6/7 in flexion, showed no significant difference before and after surgery. Additionally, correction seemed to have little impact on IDPs in adjacent segments. In conclusion, for the treatment of cervical kyphosis with two-level ACDF, complete correction resulted in the highest peak von Mises stress on the upper instrumented vertebral body. Partial correction mitigated von Mises stress within the facet joints in kyphotic segments, albeit at the expense of high von Mises stress on the middle instrumented vertebral body. Full article
(This article belongs to the Section Biomechanics and Sports Medicine)
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9 pages, 3341 KiB  
Case Report
A Closed Reduction of Cervical Spine Subluxation in an Arabian Foal with an External Neck Stabilizer
by Natalia Domańska-Kruppa, Elżbieta Stefanik, Małgorzata Wierzbicka and André Kleinpeter
Animals 2025, 15(3), 325; https://doi.org/10.3390/ani15030325 - 23 Jan 2025
Viewed by 1104
Abstract
Cervical spine injuries that impact young horses and foals can result in mild to severe neurological signs or even result in sudden death. There are only a few reports on conservative treatment options for this condition in the scientific literature. If the condition [...] Read more.
Cervical spine injuries that impact young horses and foals can result in mild to severe neurological signs or even result in sudden death. There are only a few reports on conservative treatment options for this condition in the scientific literature. If the condition is left untreated, it can lead to the development of degenerative joint disease, resulting in chronic neurological symptoms and discomfort. We present the case of a two-day-old Arabian foal that showed signs of ataxia following a neck injury, being the result of cervical spine subluxation. Radiological examination revealed a dislocation between the second and third cervical vertebrae. At admission to the clinic on the seventh day of life, the foal’s clinical examination parameters were within physiological ranges. The head posture at the presentation was consistently low, the foal could not lift its head above the shoulder joint throughout the whole examination, the neck muscles were spastically tensed and clinical signs of ataxia were present. The foal underwent a closed reduction in the subluxation under general anesthesia and a fiberglass semicircular gutter was created to stabilize the neck in the desired position. The ataxia symptoms began to improve around day 12 post manipulation, and the fiberglass stabilizer was removed after 16 days post manipulation, followed by radiographs. The dislocation of C2/C3 was no longer visible on the radiographs, and the foal was able to assume a normal neck posture after the removal of the fixator. Full article
(This article belongs to the Section Equids)
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11 pages, 2197 KiB  
Article
3D Digital Anatomical Models Based on Computed Tomographic Morphometric Analysis of C1 and C2 for Surgical Navigation
by Wongthawat Liawrungrueang, Watcharaporn Cholamjiak and Peem Sarasombath
J. Clin. Med. 2025, 14(1), 243; https://doi.org/10.3390/jcm14010243 - 3 Jan 2025
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Abstract
Background/Objectives: Injuries involving the Atlas (C1) and Axis (C2) vertebrae of the cervical spine present significant clinical challenges due to their complex anatomy and potential for severe neurological impairment. Traditional imaging methods often lack the detailed visualization required for precise surgical planning. This [...] Read more.
Background/Objectives: Injuries involving the Atlas (C1) and Axis (C2) vertebrae of the cervical spine present significant clinical challenges due to their complex anatomy and potential for severe neurological impairment. Traditional imaging methods often lack the detailed visualization required for precise surgical planning. This study aimed to develop high-resolution 3D models of the C1 and C2 vertebrae to perform a comprehensive morphometric analysis, identify gender differences, and assess bilateral symmetry to enhance surgical accuracy. Methods: A retrospective analysis was conducted using CT scans from 500 patients aged 18 and older from a single-center hospital. Three-dimensional models were generated using InVesalius 3.1 and visualized with Meshmixer. Morphometric measurements included screw placement angles, lamina length and height, bicortical diameters, and pedicle widths. Statistical analyses were conducted using SPSS, with the Student’s t-test applied for gender and bilateral comparisons. Results: Significant gender differences were found in certain measurements, such as pedicle width (4.85 ± 0.90 mm in males vs. 4.60 ± 0.85 mm in females, p = 0.048) and C2 lamina height (12.90 ± 1.40 mm in males vs. 12.40 ± 1.25 mm in females, p = 0.033). Most measurements exhibited bilateral symmetry, supporting their applicability across genders. These results align with previous studies and highlight the importance of tailored surgical approaches. Conclusions: Three-dimensional models of the C1 and C2 provide comprehensive morphometric data that enhance preoperative planning and surgical precision. Integrating these models into clinical practice can reduce intraoperative risks and improve patient outcomes in cervical spine surgeries. Full article
(This article belongs to the Special Issue Challenges in Spinal Deformity)
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