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1.
Mod Pathol ; 37(6): 100484, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38574817

RESUMEN

Calcifying odontogenic cyst (COC), once called calcifying cystic odontogenic tumor, is classified under the category of odontogenic cysts. However, the proliferative capacity of the lesional epithelium and consistent nuclear ß-catenin expression raise questions about its current classification. This study aimed to determine whether COC would be better classified as a neoplasm in the histologic and molecular context. Eleven odontogenic lesions diagnosed as COC or calcifying cystic odontogenic tumor were included in this study. The growth patterns of the lesional epithelium were analyzed histologically in all cases. ß-catenin immunohistochemistry and molecular profiling using Sanger sequencing and whole-exome sequencing were performed in 10 cases. Of the 11 cases studied, histologic features reminiscent of so-called adenoid ameloblastoma were observed in 72.7% (8/11), and small islands of clear cells extended into the wall in 36.4% (4/11). Intraluminal and/or mural epithelial proliferation was found in 72.7% of the cases (8/11). Nuclear ß-catenin expression was observed focally in all 10 cases studied, mainly highlighting epithelial cells forming morules and adjacent to dentinoid. CTNNB1 hotspot mutations were detected in 60.0% of the cases (6/10). All the remaining cases had frameshift mutations in tumor-suppressor genes involved in the WNT pathway, including APC and NEDD4L. Recurrent WNT pathway mutations leading to nuclear translocation of ß-catenin and distinct epithelial growth patterns found in COC are the neoplastic features shared by its solid counterpart, dentinogenic ghost cell tumor, supporting its classification as a tumor rather than a cyst.


Asunto(s)
Mutación , Quiste Odontogénico Calcificado , Vía de Señalización Wnt , Humanos , Femenino , Masculino , Quiste Odontogénico Calcificado/patología , Quiste Odontogénico Calcificado/genética , Adulto , Vía de Señalización Wnt/genética , Persona de Mediana Edad , beta Catenina/genética , beta Catenina/metabolismo , Ameloblastoma/genética , Ameloblastoma/patología , Ameloblastoma/metabolismo , Adolescente , Adulto Joven , Neoplasias Maxilomandibulares/genética , Neoplasias Maxilomandibulares/patología , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/análisis , Tumores Odontogénicos/genética , Tumores Odontogénicos/patología , Anciano , Niño
2.
Histopathology ; 2024 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-38922981

RESUMEN

Adenoid ameloblastoma (AA) was recently recognised as a separate tumour type in the most recent World Health Organisation (WHO) classification of head and neck tumours. This decision has been considered controversial by several groups, who have described AA as a subtype of ameloblastoma, a hybrid odontogenic tumour or to fall within the spectrum of other recognised odontogenic tumours, including dentinogenic ghost cell tumour and adenomatoid odontogenic tumour. Here we review the reasons for the WHO decision to classify AA as a separate tumour type. We also critique molecular and histological findings from recent reports published since the WHO classification. While acknowledging that the classification of tumours is constantly evolving, the balance of current evidence suggests that AA should remain a distinct tumour type, and not a subtype of ameloblastoma, pending further molecular characterisation.

3.
J Oral Pathol Med ; 53(5): 277-293, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38664938

RESUMEN

Ameloblastoma (AM) is a benign, although aggressive, epithelial odontogenic tumour originating from tooth-forming tissues or remnants. Its aetiopathogenesis remains unclear; however, molecular analysis techniques have allowed researchers to progress in understanding its genetic basis. The high frequency of BRAF p.V600E as a main driver mutation in AM is well established; nevertheless, it is insufficient to explain its tumourigenesis. In this review, we aimed to integrate the current knowledge about the biology of AM and to describe the main genetic alterations reported, focusing on the findings of large-scale sequencing and gene expression profiling techniques. Current evidence shows that besides BRAF mutation and activation of the MAPK pathway, alterations in Hedgehog and Wnt/ß-catenin pathway-related genes are also involved in AM pathogenesis. Recently, a tumour suppressor gene, KMT2D, has been reported as mutated by different research groups. The biological impact of these mutations in the pathogenesis of AM has yet to be elucidated. Further studies are needed to clarify the impact of these findings in the identification of novel biomarkers that could be useful for diagnosing, classifying, and molecular targeting this neoplasm.


Asunto(s)
Ameloblastoma , Mutación , Proteínas Proto-Oncogénicas B-raf , Ameloblastoma/genética , Ameloblastoma/patología , Humanos , Proteínas Proto-Oncogénicas B-raf/genética , Neoplasias Maxilomandibulares/genética , Vía de Señalización Wnt/genética , Proteínas Hedgehog/genética , Perfilación de la Expresión Génica
4.
J Oral Pathol Med ; 53(1): 79-87, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38185471

RESUMEN

BACKGROUND: Ameloblastoma is an aggressively growing, highly recurrent odontogenic jaw tumor. Its association with BRAFV600E mutation is an indication for BRAFV00E-inhibitor therapy The study objective was to identify a sensitive low-cost test for BRAFV600E-positive ameloblastoma. We hypothesized that immunohistochemical staining of formalin-fixed paraffin-embedded tissues for BRAFV600E mutation is a low-cost surrogate for BRAFV600E gene sequencing when laboratory resources are inadequate for molecular testing. METHODS: Tissues from 40 ameloblastoma samples were retrieved from either formalin-fixed paraffin-embedded blocks, RNAlater™ stabilization solution or samples inadvertently pre-fixed in formalin before transfer to RNAlater™. BRAFV600E mutation was assessed by Direct Sanger sequencing, Amplification Refractory Mutation System-PCR and immunohistochemistry (IHC). RESULTS: BRAFV600E mutation was detected by IHC, Amplification Refractory Mutation System-PCR and Direct Sanger sequencing in 93.33%, 52.5% and 30% of samples respectively. Considering Direct Sanger sequencing as standard BRAFV600E detection method, there was significant difference between the three detection methods (𝜒2 (2) = 31.34, p < 0.0001). Sensitivity and specificity of IHC were 0.8 (95% CI: 0.64-0.90) and 0.9 (95% CI: 0.75-0.99) respectively, while positive predictive value and negative predictive value (NPV) were 0.9 and 0.8 (Fischer's test, p < 0.0001) respectively. Sensitivity and specificity of Amplification Refractory Mutation System-PCR detection method were 0.7 (95% CI: 0.53-0.80) and 0.9 (95% CI = 0.67-0.98) respectively, while PPV and NPV were 0.9 and 0.6 respectively (Fischer's test, p < 0.0001). CONCLUSION: Low-cost and less vulnerability of IHC to tissue quality make it a viable surrogate test for BRAFV600E detection in ameloblastoma. Sequential dual IHC and molecular testing for BRAFV600E will reduce equivocal results that could exclude some patients from BRAFV600E-inhibitor therapies.


Asunto(s)
Ameloblastoma , Tumores Odontogénicos , Humanos , Ameloblastoma/diagnóstico , Ameloblastoma/genética , Ameloblastoma/patología , Proteínas Proto-Oncogénicas B-raf/genética , Mutación , Tumores Odontogénicos/genética , Formaldehído
5.
J Oral Pathol Med ; 53(1): 70-78, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38163857

RESUMEN

BACKGROUND: Ameloblastoma and ameloblastic carcinoma are epithelial odontogenic tumors that can be morphologically similar. In the present study, we evaluated the DNA content and Ki-67 index in the two tumors. METHODS: The paraffin blocks of the tumors were selected to obtain sections for the immunohistochemical reactions and preparation of the cell suspension for acquisition in a flow cytometer. The Random Forest package of the R software was used to verify the contribution of each variable to classify lesions into ameloblastoma or ameloblastic carcinoma. RESULTS: Thirty-two ameloblastoma and five ameloblastic carcinoma were included in the study. In our sample, we did not find statistically significant differences in Ki-67 labeling rates. A higher fraction of cells in 2c (G1) was correlated with the diagnosis of ameloblastoma, whereas higher rates of 5c-exceeding rate (5cER) were correlated with ameloblastic carcinoma. The Random Forest model highlighted histopathological findings and parameters of DNA ploidy study as important features for distinguishing ameloblastoma from ameloblastic carcinoma. CONCLUSION: Our findings suggest that the parameters of the DNA ploidy study can be ancillary tools in the classification of ameloblastoma and ameloblastic carcinoma.


Asunto(s)
Ameloblastoma , Carcinoma , Tumores Odontogénicos , Humanos , Ameloblastoma/diagnóstico , Ameloblastoma/genética , Ameloblastoma/patología , Antígeno Ki-67/genética , Tumores Odontogénicos/genética , Carcinoma/patología , Ploidias , ADN
6.
J Oral Pathol Med ; 53(2): 133-141, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38212674

RESUMEN

BACKGROUND: The purpose of the current study was to report on the clinical presentation and radiologic features of 155 cases of ameloblastoma (AB), representing a detailed, large, single-centre radiologic study. METHODS: Histologically confirmed cases were reviewed over 11 years. Demographic and clinical data were retrieved from the patient's records. Radiologic information was analysed from available radiographs. The radiologic features of ABs were assessed according to the mean age of presentation and the mean duration of the lesion. The distinguishing radiologic features between adults/children and sex were also evaluated. RESULTS: A statistically significant correlation existed between loss of border demarcation and advanced mean age. Multilocular lesions were markedly more common in adults compared to children. Multilocular ABs were associated with increased lesion duration and advanced mean age. Radiologic signs of reactive bony changes associated with the tumour presented at the highest mean duration of all bony effects. Bony expansion and cortical destruction were statistically correlated with lesion duration. Tooth impaction was more common in children. Some mandibular lesions reached a significant size, resulting in impingement of the maxillary sinus, zygoma, orbit and pterygoid plates. CONCLUSION: Due to unfortunate healthcare access constraints, ABs grow to significant sizes and exhibit features not often reported in the literature. The findings of this analysis highlighted the radiologic features of ABs expressed through the mean age and duration of the lesion. This emphasises the significance of timely management of these lesions.


Asunto(s)
Ameloblastoma , Neoplasias Mandibulares , Neoplasias Maxilares , Adulto , Niño , Humanos , Ameloblastoma/patología , Neoplasias Mandibulares/diagnóstico por imagen , Neoplasias Mandibulares/patología , Neoplasias Maxilares/diagnóstico por imagen , Radiografía
7.
J Oral Pathol Med ; 53(6): 393-403, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38777565

RESUMEN

OBJECTIVE: This Bayesian network meta-analysis was performed to analyze the associations between clinicopathological characteristics and BRAF mutations in ameloblastoma (AM) patients and to evaluate the diagnostic accuracy. MATERIALS AND METHODS: Four electronic databases were searched from 2010 to 2024. The search terms used were specific to BRAF and AM. Observational studies or randomized controlled trials were considered eligible. The incidence of BRAF mutation and corresponding clinicopathological features in AM patients were subjected to Bayesian network analyses and diagnostic accuracy evaluation. RESULTS: A total of 937 AM patients from 20 studies were included. The pooled prevalence of BRAF mutations in AM patients was 72%. According to the Bayesian network analysis, BRAF mutations are more likely to occur in younger (odds ratio [OR], 2.3; credible interval [CrI]: 1.2-4.5), mandible site (OR, 3.6; 95% CrI: 2.7-5.2), and unicystic (OR, 1.6; 95% CrI: 1.1-2.4) AM patients. Similarly, higher diagnostic accuracy was found in the younger, mandible, and unicystic AM groups. CONCLUSIONS: The incidence, risk, and diagnostic accuracy of BRAF mutation in AM were greater in younger patients, those with mandible involvement, and those with unicystic AM than in patients with other clinicopathological features. In addition, there was a strong concordance in the diagnostic accuracy between molecular tests and immunohistochemical analysis.


Asunto(s)
Ameloblastoma , Teorema de Bayes , Mutación , Proteínas Proto-Oncogénicas B-raf , Ameloblastoma/genética , Ameloblastoma/patología , Humanos , Proteínas Proto-Oncogénicas B-raf/genética , Neoplasias Maxilomandibulares/genética , Neoplasias Maxilomandibulares/patología , Metaanálisis en Red , Masculino , Femenino , Adulto , Persona de Mediana Edad
8.
J Oral Pathol Med ; 53(9): 577-583, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39192690

RESUMEN

BACKGROUND: Ameloblastoma is a locally destructive benign odontogenic tumor. While the neoplastic cells of conventional ameloblastoma can infiltrate the connective tissue and bone, in unicystic ameloblastoma the epithelium is encapsulated. The mechanisms driving ameloblastoma's bone resorption remains unclear. METHODS: RNA sequencing (RNA-seq) was performed in a discovery cohort of conventional ameloblastoma, and pathway enrichment analysis was carried out. mRNA levels of MMP13, a gene associated with bone resorption, were assessed using RT-qPCR in a larger cohort of conventional ameloblastoma and in unicystic ameloblastoma. Zymogram gels and the immunoexpression profile of collagenase 3 (encoded by MMP13 gene) were evaluated as well. RESULTS: Enriched pathways related to bone mineralization and upregulation of MMP13 were observed in ameloblastomas. Collagenolytic activity of collagenase 3 was detected in the tumor lysates. Collagenase 3 immunopositivity was observed in ameloblastomatous epithelium infiltrating the fibrous capsule of unicystic ameloblastoma. At the tumor-bone interface, collagenase 3 expression was detected in stromal cells, osteoblasts, and osteocytes. CONCLUSION: The results indicate a potential involvement of MMP13 in ameloblastoma-related bone resorption and progression.


Asunto(s)
Ameloblastoma , Resorción Ósea , Metaloproteinasa 13 de la Matriz , Ameloblastoma/patología , Humanos , Metaloproteinasa 13 de la Matriz/metabolismo , Resorción Ósea/patología , Neoplasias Maxilomandibulares/patología , Neoplasias Maxilomandibulares/metabolismo , Masculino , Femenino , Adulto , Persona de Mediana Edad , ARN Mensajero
9.
J Oral Pathol Med ; 53(4): 258-265, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38494749

RESUMEN

BACKGROUND: The objective of this study is to evaluate the diagnostic accuracy of plasma-based liquid biopsy for the detection of the BRAF V600E mutation in circulating cell-free DNA from patients with ameloblastoma. METHODS: This is a prospective diagnostic accuracy study conducted based on the Standards for Reporting Diagnostic Accuracy recommendations. The index test was the plasma-based liquid biopsy, whereas the reference standard was the conventional tissue biopsy. The target condition was the detection of BRAF V600E mutation. The study population consisted of individuals with ameloblastoma recruited from three tertiary hospitals from Brazil. A negative control group composed of three individuals with confirmed wild-type BRAF lesions were included. The participants underwent plasma circulating cell-free DNA and tumor tissue DNA isolation, and both were submitted to using competitive allele-specific TaqMan™ real-time polymerase chain reaction technology mutation detection assays. Sensitivity and specificity measures and positive and negative predictive values were calculated. RESULTS: Twelve patients with conventional ameloblastoma were included. BRAF V600E mutation was detected in 11/12 (91.66%) ameloblastoma tissue samples. However, the mutation was not detected in any of the plasma-based liquid biopsy circulating cell-free DNA samples in both ameloblastomas and negative control group. The sensitivity and specificity of plasma-based liquid biopsy for the detection of the BRAF V600E mutation in circulating cell-free DNA was 0.0 and 1.0, respectively. The agreement between index test and reference standard results was 26.66%. CONCLUSION: Plasma-based liquid biopsy does not seem to be an accurate method for the detection of the BRAF V600E mutation in circulating circulating cell-free DNA from patients with ameloblastoma, regardless of tumor size, anatomic location, recurrence status, and other clinicopathological features.


Asunto(s)
Ameloblastoma , Ácidos Nucleicos Libres de Células , Humanos , Ameloblastoma/diagnóstico , Ameloblastoma/genética , Proteínas Proto-Oncogénicas B-raf/genética , Estudios Prospectivos , Mutación , Ácidos Nucleicos Libres de Células/genética
10.
Oral Dis ; 30(6): 3571-3581, 2024 09.
Artículo en Inglés | MEDLINE | ID: mdl-38693620

RESUMEN

Targeted therapy has the potential to be used in the neoadjuvant setting for odontogenic tumors, reducing the morbidities associated with major surgery. In this regard, the aim of this study was to summarize the current evidence on the different forms of targeted therapy, effectiveness, and drawbacks of this course of treatment. Four databases were searched electronically without regard to publication date or language. Grey literature searches and manual searches were also undertaken. Publications with sufficient clinical data on targeted therapy for odontogenic tumors were required to meet the criteria for eligibility. The analysis of the data was descriptive. A total of 15 papers comprising 17 cases (15 ameloblastomas and 2 ameloblastic carcinomas) were included. Numerous mutations were found, with BRAF V600E being most common. Dabrafenib was the most utilized drug in targeted therapy. Except for one case, the treatment reduced the size of the lesion (16/17 cases), showing promise. Most of the adverse events recorded were mild, such as skin issues, voice changes, abnormal hair texture, dry eyes, and systemic symptoms (e.g., fatigue, joint pain, and nausea). It is possible to reach the conclusion that targeted therapy for ameloblastoma and ameloblastic carcinoma may be a useful treatment strategy, based on the findings of the included studies.


Asunto(s)
Ameloblastoma , Neoplasias Maxilomandibulares , Humanos , Ameloblastoma/tratamiento farmacológico , Anilidas/uso terapéutico , Imidazoles/uso terapéutico , Neoplasias Maxilomandibulares/tratamiento farmacológico , Terapia Molecular Dirigida , Mutación , Oximas/uso terapéutico , Proteínas Proto-Oncogénicas B-raf/genética
11.
Oral Dis ; 30(7): 4426-4439, 2024 10.
Artículo en Inglés | MEDLINE | ID: mdl-38424736

RESUMEN

OBJECTIVES: Ameloblastoma (AM), a locally aggressive tumor with extensive growth capacity, causes significant damage to the jaw and affects facial appearance. Although the high prevalence of BRAF V600E mutation in AM is known, its specific impacts on patients with AM remain unclear. Thus, the present study investigated the role of BRAF V600E mutation, thereby focusing on its impact on AM invasion and growth. MATERIALS AND METHODS: Immunohistochemical analysis was used to compare BRAF V600E, MMP2, MMP9, and Ki-67 expressions in AM (n = 49), normal oral mucosa (NOM) (n = 10), and odontogenic keratocyst (OKC) (n = 15) tissues. AM was further classified according to the presence or absence of BRAF V600E. The relationship between BRAF V600E and invasion as well as growth was evaluated. In addition, correlation analysis was performed using immunohistochemistry and confirmed via double-labeling immunofluorescence. Finally, comparative analyses using mass spectrometry, immunohistochemistry, and immunofluorescence were performed to explore and identify underlying mechanisms. RESULTS: AM exhibited a higher incidence of BRAF V600E mutation than NOM and OKC. BRAF V600E expression was positively correlated with the invasion-associated proteins MMP2 and MMP9 and the growth-related protein Ki-67. Proteomic data revealed that BRAF V600E primarily activates the MAPK signaling pathway in AM, particularly driving the phosphorylation of extracellular signal-regulated kinase 1/2 (ERK1/2). CONCLUSIONS: In summary, the findings suggested that the BRAF V600E mutation enhances the invasion and growth abilities of AM via the MAPK/ERK signaling pathway. Thus, targeting BRAF V600E or the MAPK/ERK pathway may be a potential AM therapy.


Asunto(s)
Ameloblastoma , Metaloproteinasa 2 de la Matriz , Metaloproteinasa 9 de la Matriz , Mutación , Invasividad Neoplásica , Proteínas Proto-Oncogénicas B-raf , Ameloblastoma/genética , Ameloblastoma/metabolismo , Ameloblastoma/patología , Humanos , Proteínas Proto-Oncogénicas B-raf/genética , Invasividad Neoplásica/genética , Metaloproteinasa 2 de la Matriz/genética , Metaloproteinasa 2 de la Matriz/metabolismo , Femenino , Metaloproteinasa 9 de la Matriz/genética , Metaloproteinasa 9 de la Matriz/metabolismo , Masculino , Persona de Mediana Edad , Adulto , Neoplasias Maxilomandibulares/genética , Neoplasias Maxilomandibulares/metabolismo , Neoplasias Maxilomandibulares/patología , Antígeno Ki-67/metabolismo , Quistes Odontogénicos/genética , Quistes Odontogénicos/metabolismo , Quistes Odontogénicos/patología , Sistema de Señalización de MAP Quinasas/genética , Adulto Joven , Anciano , Mucosa Bucal/patología , Mucosa Bucal/metabolismo , Adolescente
12.
Semin Diagn Pathol ; 2024 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-39304423

RESUMEN

For many years, odontogenic tumors have been known to present both clinical and histopathological challenges due to their origins in the epithelial, ectomesenchymal, and/or mesenchymal components of tooth-forming tissues. Gaining a comprehensive understanding of both common and rare odontogenic tumors is crucial for their effective study and clinical management. One particularly puzzling tumor is the "plexiform ameloblastoma," a variant of the solid multicystic ameloblastoma. This term describes a distinct pattern of epithelial proliferation within the cystic cavity. Numerous studies have emphasized the variability of the stromal component, further highlighting the enigmatic nature of ameloblastoma. The presence of unique and rare features, such as primitive, mature desmoplastic, hemangiomatous, or ghost cells within the stroma of plexiform ameloblastoma, underscores the differentiation potential of the neoplastic odontogenic epithelium and offers significant insights into the tissue reactions associated with this condition. This case review discusses four instances of plexiform ameloblastoma, illustrating various atypical stromal changes and their influence on patient prognosis. It also provides important criteria for analyzing stromal alterations related to this complex odontogenic tumor.

13.
Int J Mol Sci ; 25(4)2024 Feb 13.
Artículo en Inglés | MEDLINE | ID: mdl-38396916

RESUMEN

Ameloblastoma is a rare tumor but represents the most common odontogenic neoplasm. It is localized in the jaws and, although it is a benign, slow-growing tumor, it has an aggressive local behavior and high recurrence rate. Therefore, alternative treatment options or complementary to surgery have been evaluated, with the most promising one among them being a targeted therapy with the v-Raf murine sarcoma viral oncogene homologue B (BRAF), as in ameloblastoma the activating mutation V600E in BRAF is common. Studies in other tumors have shown that the synchronous inhibition of BRAF and human murine double minute 2 homologue (MDM2 or HDM2) protein is more effective than BRAF monotherapy, particularly in the presence of wild type p53 (WTp53). To investigate the MDM2 protein expression and gene amplification in ameloblastoma, in association with BRAFV600E and p53 expression. Forty-four cases of ameloblastoma fixed in 10% buffered formalin and embedded in paraffin were examined for MDM2 overexpression and BRAFV600E and p53 expression by immunohistochemistry, and for MDM2 ploidy with fluorescence in situ hybridization. Sixteen of forty-four (36.36%) cases of ameloblastoma showed MDM2 overexpression. Seven of sixteen MDM2-positive ameloblastomas (43.75%) were BRAFV600E positive and fifteen of sixteen MDM2-positive ameloblastomas (93.75%) were p53 negative. All MDM2 overexpressing tumors did not show copy number alterations for MDM2. Overexpression of MDM2 in ameloblastomas is not associated with MDM2 amplification, but most probably with MAPK activation and WTp53 expression. Further verification of those findings could form the basis for the use of MDM2 expression as a marker of MAPK activation in ameloblastomas and the trial of dual BRAF/MDM2 inhibition in the management of MDM2-overexpressing/BRAFV600E-positive/WTp53 ameloblastomas.


Asunto(s)
Ameloblastoma , Proteínas Proto-Oncogénicas B-raf , Proteínas Proto-Oncogénicas c-mdm2 , Animales , Humanos , Ratones , Ameloblastoma/genética , Ameloblastoma/metabolismo , Hibridación Fluorescente in Situ , Mutación , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas Proto-Oncogénicas B-raf/metabolismo , Proteínas Proto-Oncogénicas c-mdm2/genética , Proteínas Proto-Oncogénicas c-mdm2/metabolismo , Proteína p53 Supresora de Tumor/genética
14.
Dentomaxillofac Radiol ; 53(5): 316-324, 2024 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-38627247

RESUMEN

OBJECTIVES: Preoperative diagnosis of oral ameloblastoma (AME) and odontogenic keratocyst (OKC) has been a challenge in dentistry. This study uses radiomics approaches and machine learning (ML) algorithms to characterize cone-beam CT (CBCT) image features for the preoperative differential diagnosis of AME and OKC and compares ML algorithms to expert radiologists to validate performance. METHODS: We retrospectively collected the data of 326 patients with AME and OKC, where all diagnoses were confirmed by histopathologic tests. A total of 348 features were selected to train six ML models for differential diagnosis by a 5-fold cross-validation. We then compared the performance of ML-based diagnoses to those of radiologists. RESULTS: Among the six ML models, XGBoost was effective in distinguishing AME and OKC in CBCT images, with its classification performance outperforming the other models. The mean precision, recall, accuracy, F1-score, and area under the curve (AUC) were 0.900, 0.807, 0.843, 0.841, and 0.872, respectively. Compared to the diagnostics by radiologists, ML-based radiomic diagnostics performed better. CONCLUSIONS: Radiomic-based ML algorithms allow CBCT images of AME and OKC to be distinguished accurately, facilitating the preoperative differential diagnosis of AME and OKC. ADVANCES IN KNOWLEDGE: ML and radiomic approaches with high-resolution CBCT images provide new insights into the differential diagnosis of AME and OKC.


Asunto(s)
Ameloblastoma , Tomografía Computarizada de Haz Cónico , Aprendizaje Automático , Quistes Odontogénicos , Humanos , Tomografía Computarizada de Haz Cónico/métodos , Ameloblastoma/diagnóstico por imagen , Ameloblastoma/cirugía , Ameloblastoma/patología , Quistes Odontogénicos/diagnóstico por imagen , Quistes Odontogénicos/cirugía , Estudios Retrospectivos , Femenino , Masculino , Diagnóstico Diferencial , Adulto , Persona de Mediana Edad , Algoritmos , Adolescente , Anciano , Neoplasias Maxilomandibulares/diagnóstico por imagen , Neoplasias Maxilomandibulares/cirugía , Interpretación de Imagen Radiográfica Asistida por Computador/métodos , Radiómica
15.
BMC Oral Health ; 24(1): 55, 2024 01 09.
Artículo en Inglés | MEDLINE | ID: mdl-38195496

RESUMEN

BACKGROUND: Ameloblastoma, a common benign tumor found in the jaw bone, necessitates accurate localization and segmentation for effective diagnosis and treatment. However, the traditional manual segmentation method is plagued with inefficiencies and drawbacks. Hence, the implementation of an AI-based automatic segmentation approach is crucial to enhance clinical diagnosis and treatment procedures. METHODS: We collected CT images from 79 patients diagnosed with ameloblastoma and employed a deep learning neural network model for training and testing purposes. Specifically, we utilized the Mask R-CNN neural network structure and implemented image preprocessing and enhancement techniques. During the testing phase, cross-validation methods were employed for evaluation, and the experimental results were verified using an external validation set. Finally, we obtained an additional dataset comprising 200 CT images of ameloblastoma from a different dental center to evaluate the model's generalization performance. RESULTS: During extensive testing and evaluation, our model successfully demonstrated the capability to automatically segment ameloblastoma. The DICE index achieved an impressive value of 0.874. Moreover, when the IoU threshold ranged from 0.5 to 0.95, the model's AP was 0.741. For a specific IoU threshold of 0.5, the model achieved an AP of 0.914, and for another IoU threshold of 0.75, the AP was 0.826. Our validation using external data confirms the model's strong generalization performance. CONCLUSION: In this study, we successfully applied a neural network model based on deep learning that effectively performs automatic segmentation of ameloblastoma. The proposed method offers notable advantages in terms of efficiency, accuracy, and speed, rendering it a promising tool for clinical diagnosis and treatment.


Asunto(s)
Ameloblastoma , Aprendizaje Profundo , Humanos , Ameloblastoma/diagnóstico por imagen , Proyectos de Investigación , Tomografía Computarizada por Rayos X
16.
BMC Oral Health ; 24(1): 1084, 2024 Sep 13.
Artículo en Inglés | MEDLINE | ID: mdl-39272104

RESUMEN

BACKGROUND: Ameloblastoma and odontogenic keratocyst (OKC) are odontogenic tumors that develop from remnants of odontogenic epithelium. Both display locally invasive growth characteristics and high predilection for recurrence after surgical removal. Most ameloblastomas harbor BRAFV600E mutation while OKCs are associated with PATCH1 gene mutation but distinctive indicators of ameloblastoma growth characteristics relative to OKC are still unclear. The aim of this study was to assess hub genes that underlie ameloblastoma growth characteristics using bioinformatic analysis, ameloblastoma samples and mouse xenografts of human epithelial-derived ameloblastoma cells. METHODS: RNA expression profiles were extracted from GSE186489 gene expression dataset acquired from Gene Expression Ominibus (GEO) database. Galaxy and iDEP online analysis tools were used to identify differentially expressed genes that were further characterized by gene ontology (GO) and pathway analysis using ShineyGO. The protein-protein interaction (PPI) network was constructed for significantly upregulated differentially expressed genes using online database STRING. The PPI network visualization was performed using Cytoscape and hub gene identification with cytoHubba. Top ten nodes were selected using maximum neighborhood component, degree and closeness algorithms and analysis of overlap was performed to confirm the hub genes. Epithelial-derived ameloblastoma cells from conventional ameloblastoma were transplanted into immunocompromised mice to recreate ameloblastoma in vivo based on the mouse xenograft model. The top 3 hub genes FN1, COL I and IGF-1 were validated by immunostaining and quantitative analysis of staining intensities to ameloblastoma, OKC samples and mouse ameloblastoma xenografts tissues. RESULTS: Seven hub genes were identified among which FN1, COL1A1/COL1A2 and IGF-1 are associated with extracellular matrix organization, collagen binding, cell adhesion and cell surface interaction. These were further validated by positive immunoreactivity within the stroma of ameloblastoma samples but both ameloblastoma xenograft and OKC displayed only FN1 and IGF-1 immunoreactivity while COL 1 was unreactive. The expression levels of both FN1 and IGF-1 were much lower in OKC relative to ameloblastoma. CONCLUSION: This study further validates a differentially upregulated expression of matrix proteins FN1, COL I and IGF-1 in ameloblastoma relative to OKC. It suggests that differential stromal architecture and growth characteristics of ameloblastoma relative to OKC could be an interplay of differentially upregulated genes in ameloblastoma.


Asunto(s)
Ameloblastoma , Quistes Odontogénicos , Ameloblastoma/genética , Ameloblastoma/patología , Humanos , Quistes Odontogénicos/genética , Quistes Odontogénicos/patología , Ratones , Animales , Matriz Extracelular/genética , Matriz Extracelular/metabolismo , Mapas de Interacción de Proteínas/genética , Neoplasias Maxilomandibulares/genética , Neoplasias Maxilomandibulares/patología
17.
BMC Oral Health ; 24(1): 1102, 2024 Sep 17.
Artículo en Inglés | MEDLINE | ID: mdl-39289711

RESUMEN

BACKGROUND/PURPOSE: This retrospective immunohistological pilot study aimed to investigate the influence of natural killer group 2, member D (NKG2D) ligand expression on ameloblastoma recurrence after surgical resection. It also aimed to elucidate additional clinical factors that could serve as predictors of ameloblastoma recurrence. MATERIALS AND METHODS: This study included 96 patients who were histologically diagnosed with ameloblastoma after surgical resection. The expression of NKG2D ligands, including UL16-binding proteins (ULBPs) 1-3 and major histocompatibility complex class I chain-related molecule (MIC) A/B, was evaluated in formalin-fixed paraffin-embedded tumor tissues via immunohistochemistry assays. Furthermore, the patients' electronic medical records were reviewed. Multivariate Cox regression analysis was conducted, and data were expressed as adjusted hazard ratios [HRs] with 95% confidence intervals [95% CIs]. RESULTS: Multivariate analysis revealed that recurrent tumors (ref.: primary; adjusted HR [95% CI]: 2.780 [1.136, 6.803], p = 0.025) and positive MICA/B expression (ref.: negative; adjusted HR [95% CI]: 0.223 [0.050, 0.989], p = 0.048) independently affected recurrence-free survival in ameloblastoma. CONCLUSION: This study identified recurrent cases and loss of MICA/B expression as independent predictors of early ameloblastoma recurrence following surgical resection. The findings suggest that decreased MICA/B expression might undermine NKG2D-mediated tumor immunosurveillance, thereby influencing early recurrence.


Asunto(s)
Ameloblastoma , Recurrencia Local de Neoplasia , Humanos , Estudios Retrospectivos , Masculino , Femenino , Recurrencia Local de Neoplasia/patología , Proyectos Piloto , Persona de Mediana Edad , Ameloblastoma/patología , Ameloblastoma/metabolismo , Ameloblastoma/cirugía , Adulto , Subfamilia K de Receptores Similares a Lectina de Células NK/metabolismo , Anciano , Inmunohistoquímica , Adolescente , Neoplasias Maxilomandibulares/patología , Neoplasias Maxilomandibulares/metabolismo , Neoplasias Maxilomandibulares/cirugía , Adulto Joven
18.
BMC Oral Health ; 24(1): 378, 2024 Mar 22.
Artículo en Inglés | MEDLINE | ID: mdl-38519948

RESUMEN

BACKGROUND: Ameloblastoma (AM) is the most common benign odontogenic tumor, which is more often detected in the mandible than maxilla, especially the mandibular body and mandibular angle. Pediatric AM is a rare disease, especially in patients aged 10 and younger. Compared with the mainstream osteotomy and reconstructive surgery for adult ameloblastoma, there is more room for discussion in the treatment of pediatric ameloblastoma. The postoperative functional and psychological influence can not be ignored. Especially for children in the period of growth and development, an osteotomy is often challenging to be accepted by their parents. We report two patients with ameloblastoma under 10 years old who are treated with curettage and fenestration, which is a beneficial method for children with ameloblastoma. CASE PRESENTATION: We present two cases of classic ameloblastoma in children. We describe in detail the patients' characteristics, treatment processes, and follow-up result. The bone formation and reconstruction in the lesion area after fenestration decompression and curettage are recorded at every clinic review. The surgical details and principles of curettage and decompression are also described and discussed. The two patients have good bone shape recovery and no recurrence. CONCLUSIONS: Children are in the growth and development period and possess an extremely strong ability of bone formation and reconstruction. Based on the principles of minimally invasive and functional preservation, we believe that curettage combined with decompression can be the first choice for treating AM in children, especially for mandibular lesions.


Asunto(s)
Ameloblastoma , Neoplasias Mandibulares , Niño , Humanos , Ameloblastoma/cirugía , Legrado/métodos , Descompresión , Mandíbula/cirugía , Neoplasias Mandibulares/cirugía
19.
Lab Invest ; 103(1): 100023, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36748192

RESUMEN

Ameloblastoma (AB) is the most common benign, epithelial odontogenic tumor that occurs in the jawbone. AB is a slow-growing, benign epithelial tumor but shows locally invasive growth, with bone resorption or recurrence if not adequately resected. From these points of view, understanding the mechanism of AB-induced bone resorption is necessary for better clinical therapy and improving patients' quality of life. In bone resorption, osteoclasts play critical roles, and RANKL is a pivotal regulator of osteoclastogenesis. However, the source of RANKL-expressing cells in the AB tumor microenvironment is controversial, and the mechanism of osteoclastogenesis in AB progression is not fully understood. In this study, we investigated the distribution of the RNA expression of RANKL in AB specimens. We found that PDGFRα- and S100A4-positive stromal fibroblasts expressed RANKL in the AB tumor microenvironment. Moreover, we analyzed the mechanisms of osteoclastogenesis in the AB tumor microenvironment using the human AB cell line AM-1 and a human primary periodontal ligament fibroblast cells. The results of histopathologic and in vitro studies clarified that the interaction between AB cells and stromal fibroblasts upregulated IL-6 expression and that AB cells induced RANKL expression in stromal fibroblasts and consequent osteoclastogenesis in AB progression.


Asunto(s)
Ameloblastoma , Resorción Ósea , Interleucina-6 , Ligando RANK , Humanos , Ameloblastoma/metabolismo , Resorción Ósea/metabolismo , Resorción Ósea/patología , Fibroblastos/metabolismo , Interleucina-6/metabolismo , Osteoclastos , Osteogénesis , Calidad de Vida , Ligando RANK/genética , Ligando RANK/metabolismo , Microambiente Tumoral
20.
Mod Pathol ; 36(3): 100051, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36788106

RESUMEN

An epithelial odontogenic tumor called adenoid ameloblastoma (AA) has recently been included in the new WHO classification. However, AA has considerable overlapping features with a preexisting entity, dentinogenic ghost cell tumor (DGCT). This study compared the clinical, histologic, and molecular characteristics of AA and DGCT. Eight cases of odontogenic tumors initially diagnosed as AA or DGCT were included in this study. Quantitative histologic analysis, ß-catenin immunohistochemistry, and molecular profiling using next generation sequencing were performed. Additionally, accumulated clinical data of AA and DGCT were statistically analyzed. Nuclear ß-catenin accumulation was detected in all cases in common, although the tumors studied histologically consisted of varying combinations of the AA-like phenotype, ghost cells, and dentinoid. However, CTNNB1 hotspot mutations were not found in any case. Instead, loss-of-function mutations in tumor suppressor genes involved in the WNT pathway, including the APC, SMURF1, and NEDD4L genes, were found regardless of histologic type. In addition, KRT13 mutations were detected in 2 cases with a high proportion of ghost cells. Finally, a literature analysis revealed clinical similarities between the previously reported cases of AA and DGCT. These findings suggest that from a clinical and molecular point of view, AA and DGCT represent a histologic spectrum of WNT pathway-altered benign odontogenic tumors rather than 2 distinct tumors. Moreover, previously unidentified keratin mutations may be associated with ghost cell formation found in specific types of odontogenic lesions.


Asunto(s)
Tonsila Faríngea , Ameloblastoma , Tumores Odontogénicos , Humanos , Ameloblastoma/genética , Ameloblastoma/patología , beta Catenina/genética , Tonsila Faríngea/patología , Vía de Señalización Wnt/genética , Tumores Odontogénicos/genética , Tumores Odontogénicos/patología , Ubiquitina-Proteína Ligasas
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