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1.
Sci Rep ; 14(1): 10597, 2024 05 08.
Article En | MEDLINE | ID: mdl-38719924

Parotid lumps are a heterogeneous group of mainly benign but also malignant tumors. Preoperative imaging does not allow a differentiation between tumor types. Multispectral optoacoustic tomography (MSOT) may improve the preoperative diagnostics. In this first prospective pilot trial the ability of MSOT to discriminate between the two most frequent benign parotid tumors, pleomorphic adenoma (PA) and Warthin tumor (WT) as well as to normal parotid tissue was explored. Six wavelengths (700, 730, 760, 800, 850, 900 nm) and the parameters deoxygenated (HbR), oxygenated (HbO2), total hemoglobin (HbT), and saturation of hemoglobin (sO2) were analyzed. Ten patients with PA and fourteen with WT were included (12/12 female/male; median age: 51 years). For PA, the mean values for all measured wave lengths as well as for the hemoglobin parameters were different for the tumors compared to the healthy parotid (all p < 0.05). The mean MSOT parameters were all significantly higher (all p < 0.05) in the WT compared to healthy parotid gland except for HbT and sO2. Comparing both tumors directly, the mean values of MSOT parameters were not different between PA and WT (all p > 0.05). Differences were seen for the maximal MSOT parameters. The maximal tumor values for 900 nm, HbR, HbT, and sO2 were lower in PA than in WT (all p < 0.05). This preliminary MSOT parotid tumor imaging study showed clear differences for PA or WT compared to healthy parotid tissue. Some MSOT characteristics of PA and WT were different but needed to be explored in larger studies.


Parotid Neoplasms , Photoacoustic Techniques , Humans , Female , Parotid Neoplasms/diagnostic imaging , Parotid Neoplasms/pathology , Middle Aged , Male , Pilot Projects , Prospective Studies , Photoacoustic Techniques/methods , Adult , Aged , Hemoglobins/analysis , Hemoglobins/metabolism , Adenolymphoma/diagnostic imaging , Adenolymphoma/pathology , Adenoma, Pleomorphic/diagnostic imaging , Adenoma, Pleomorphic/pathology , Tomography/methods , Parotid Gland/diagnostic imaging , Parotid Gland/pathology
2.
BMC Oral Health ; 24(1): 590, 2024 May 21.
Article En | MEDLINE | ID: mdl-38773438

BACKGROUND: Lymph node (LN) status is an important prognostic factor for parotid gland cancer (PGC). This study aimed to analyze the impact of extranodal extension (ENE) of intraparotid LN and LN metastasis burden on survival in PGC. METHODS: Patients with surgically treated PGC and at least one metastatic cervical LN were retrospectively enrolled. Primary outcome variables were distant metastasis-free survival (DMFS), disease-specific survival (DSS), and overall survival (OS). The impact of ENE and LN metastasis burden was assessed using the Cox model. RESULTS: A total of 292 patients were included. ENE in cervical or intraparotid LN was not associated with DMFS, DSS, or OS. Intraparotid LN metastasis had a significant impact on prognosis, and the presence of only one metastatic intraparotid LN offered an approximately 1.5-fold risk of distant metastasis. Prognostic models based on the number of positive LNs (1 vs. 2-3 vs. 4+) were superior to the AJCC N stage in terms of DMFS, DSS, and OS. CONCLUSIONS: ENE of cervical or intraparotid LN has a limited effect on the prognosis of PGC, and the number of positive LNs is better than the AJCC N stage in LN status evaluation.


Lymph Nodes , Lymphatic Metastasis , Neoplasm Staging , Parotid Neoplasms , Humans , Parotid Neoplasms/pathology , Male , Female , Middle Aged , Lymphatic Metastasis/pathology , Retrospective Studies , Lymph Nodes/pathology , Aged , Prognosis , Adult , Extranodal Extension/pathology , Survival Rate , Aged, 80 and over , Disease-Free Survival , Neck/pathology
3.
J Med Case Rep ; 18(1): 231, 2024 May 03.
Article En | MEDLINE | ID: mdl-38698413

BACKGROUND: Parotid gland agenesis is a rare, congenital, usually asymptomatic disorder. Until now, only 24 cases with unilateral, incidentally found, parotid gland agenesis have been described. Here, we present the first reported case of an ipsilateral preauricular neoplasm in a patient with unilateral parotid gland agenesis. During surgery, the position of the greater auricular- and facial nerves was documented. Furthermore, we performed the first sialendoscopy for this rare disorder to assess the number of duct branches, which might be indicative of the abundance of parotid tissue. Moreover, we looked for sialendoscopic characteristic features that could aid in identifying these patients in the ambulatory setting. CASE PRESENTATION: A 50-year-old Greek man presented with a painless, slowly enlarging mass in the right parotid space. Magnetic resonance imaging revealed a complete absence of the right parotid gland without accessory parotid tissue. The right parotid gland was replaced by fatty tissue and the radiologist suggested a benign parotid tumor. Fine needle aspiration was indicative of a reactive lymph node. Sialendoscopy revealed only two branches within the right parotid duct. Surgical resection was performed through a conventional lateral parotidectomy. This revealed typical anatomic position of the greater auricular- and facial nerves despite the parotid tissue agenesis. Histopathology revealed a small lymphocytic lymphoma. CONCLUSIONS: Surgeons should feel confident to resect tumors of the parotid space in patients with parotid gland agenesis. Reduced branching observed during sialendoscopy might indicate parotid gland agenesis. Physicians should be even more cautious than usual with the watch and wait strategy in patients with tumors of parotid gland agenesis, since the probability of a tumor being a benign salivary gland tumor might be lower than usual.


Parotid Gland , Parotid Neoplasms , Humans , Male , Middle Aged , Parotid Gland/surgery , Parotid Gland/pathology , Parotid Gland/abnormalities , Parotid Gland/diagnostic imaging , Parotid Neoplasms/surgery , Parotid Neoplasms/diagnostic imaging , Parotid Neoplasms/pathology , Magnetic Resonance Imaging , Lymphoma/surgery , Lymphoma/diagnosis , Lymphoma/diagnostic imaging , Lymphoma/pathology
4.
Sci Rep ; 14(1): 7686, 2024 04 01.
Article En | MEDLINE | ID: mdl-38561379

Parotid mucoepidermoid carcinoma (P-MEC) is a significant histopathological subtype of salivary gland cancer with inherent heterogeneity and complexity. Existing clinical models inadequately offer personalized treatment options for patients. In response, we assessed the efficacy of four machine learning algorithms vis-à-vis traditional analysis in forecasting the overall survival (OS) of P-MEC patients. Using the SEER database, we analyzed data from 882 postoperative P-MEC patients (stages I-IVA). Single-factor Cox regression and four machine learning techniques (random forest, LASSO, XGBoost, best subset regression) were employed for variable selection. The optimal model was derived via stepwise backward regression, Akaike Information Criterion (AIC), and Area Under the Curve (AUC). Bootstrap resampling facilitated internal validation, while prediction accuracy was gauged through C-index, time-dependent ROC curve, and calibration curve. The model's clinical relevance was ascertained using decision curve analysis (DCA). The study found 3-, 5-, and 10-year OS rates of 0.887, 0.841, and 0.753, respectively. XGBoost, BSR, and LASSO stood out in predictive efficacy, identifying seven key prognostic factors including age, pathological grade, T stage, N stage, radiation therapy, chemotherapy, and marital status. A subsequent nomogram revealed a C-index of 0.8499 (3-year), 0.8557 (5-year), and 0.8375 (10-year) and AUC values of 0.8670, 0.8879, and 0.8767, respectively. The model also highlighted the clinical significance of postoperative radiotherapy across varying risk levels. Our prognostic model, grounded in machine learning, surpasses traditional models in prediction and offer superior visualization of variable importance.


Carcinoma, Mucoepidermoid , Parotid Neoplasms , Humans , Nomograms , Carcinoma, Mucoepidermoid/surgery , Parotid Neoplasms/surgery , Algorithms , Machine Learning
5.
Rev Esp Patol ; 57(2): 123-127, 2024.
Article En | MEDLINE | ID: mdl-38599732

Metastasizing pleomorphic adenoma is recognized as a subtype of pleomorphic adenoma in WHO classification 5th edition of salivary glands. The controversy pertaining to the entity is the benign features of the disease even at a metastatic site. We present a rare case of left recurrent pre-auricular swelling in a young male reported as metastasizing pleomorphic adenoma. A nineteen-year-old male presented with left preauricular swelling seven years ago which was diagnosed as pleomorphic adenoma and underwent complete excision of tumour. The tumour recurred twice - two and five years after the surgery. At the second recurrence, the level II neck dissection showed multiple encapsulated deposits of pleomorphic adenoma having similar morphology in the cervical soft tissue with no features of high-grade transformation.


Adenoma, Pleomorphic , Parotid Neoplasms , Salivary Gland Neoplasms , Male , Humans , Young Adult , Adult , Adenoma, Pleomorphic/pathology , Parotid Gland/pathology , Parotid Neoplasms/pathology , Salivary Gland Neoplasms/pathology
6.
Head Neck ; 46(6): E67-E70, 2024 Jun.
Article En | MEDLINE | ID: mdl-38610123

BACKGROUND: Anatomic landmarks such as the tympanomastoid suture line, posterior belly of the digastric muscle, tragal pointer, and styloid process can assist the parotid surgeon in identifying and preserving the facial nerve. Vascular structures such as the posterior auricular artery and its branch, the stylomastoid artery, lay in close proximity to the facial nerve and have been proposed as landmarks for the identification of the facial nerve. In this case report, we describe an anatomic variation in which the stylomastoid artery has fenestrated the main trunk of the facial nerve, dividing it in two. METHODS: Two patients underwent parotidectomy (one for a pleomorphic adenoma, the second for a parotid cyst) through a standard anterograde approach with identification of the usual facial nerve landmarks. RESULTS: The appearance of the main trunk of the facial nerve was unusual in both patients due to its being fenestrated by the stylomastoid artery. The stylomastoid artery was divided, and the remainder of the facial nerve dissection was performed uneventfully with subsequent resection of the parotid mass in both patients. CONCLUSIONS: In rare instances, the stylomastoid artery can penetrate through the common trunk of the facial nerve. This is an important anatomic variant for the parotid surgeon to be aware of, as it can increase the difficulty of facial nerve dissection.


Facial Nerve , Parotid Gland , Parotid Neoplasms , Humans , Facial Nerve/surgery , Facial Nerve/anatomy & histology , Parotid Gland/surgery , Parotid Neoplasms/surgery , Parotid Neoplasms/pathology , Male , Female , Adenoma, Pleomorphic/surgery , Adenoma, Pleomorphic/pathology , Middle Aged , Anatomic Variation , Dissection , Anatomic Landmarks , Adult , Temporal Bone/surgery , Temporal Bone/abnormalities
8.
Sci Rep ; 14(1): 8832, 2024 04 17.
Article En | MEDLINE | ID: mdl-38632256

Warthin tumor (WT) is a benign tumor usually affecting the parotid gland. The main diagnostic tool remains ultrasound combined with fine-needle aspiration cytology (FNAC). This study aims to examine how reliably FNAC indicates WT for clinical decision making regarding surgical versus conservative management. We included all patients who underwent FNAC from a parotid gland lesion between 2016 and 2018 at our institution, and whose FNAC revealed WT suspicion. The FNACs were divided into three groups based on the cytology report: certain, likely, and possible WT. The patients were divided into two groups based on having had either surgery or follow-up. We sent a questionnaire to patients who had not undergone surgery in order to obtain follow-up for a minimum of four years. Altogether, 135 FNAC samples, from 133 tumors and 125 patients, showed signs of WT. Of the 125 patients, 44 (35%) underwent surgery, and 81 (65%) were managed conservatively. Preoperative misdiagnosis in FNAC occurred in three (7%) surgically treated tumors. Their FNACs were reported as possible WTs, but histopathology revealed another benign lesion. In the conservatively treated group, two patients underwent surgery later during the follow-up. Cytological statements of WT were seldom false, and none were malignant. The majority of the patients were only followed-up and rarely required further treatment. A certain or likely diagnosis of WT in the FNAC report by an experienced head and neck pathologist is highly reliable in selecting patients for conservative surveillance.


Adenolymphoma , Parotid Neoplasms , Humans , Parotid Neoplasms/pathology , Adenolymphoma/pathology , Retrospective Studies , Parotid Gland/pathology , Clinical Decision-Making , Sensitivity and Specificity
9.
World J Surg Oncol ; 22(1): 102, 2024 Apr 18.
Article En | MEDLINE | ID: mdl-38637826

BACKGROUND: Basal cell adenoma (BCA) is a rare benign tumor within the salivary glands. Basal cell adenocarcinoma (BCAC), the malignant counterpart of BCA, is also an exceedingly rare tumor with very limited clinical studies conducted. This study aims to investigate the clinical characteristics, demographics, and surgical outcomes of patients diagnosed with BCA and BCAC within the parotid gland. METHODS: A retrospective analysis from May 2003 to August 2023 was performed for all patients undergoing parotidectomy for masses. Retrospective data on gender, age, tumor characteristics, and outcomes were collected. Surgical approaches, including negative margin attainment, capsule removal, and histological diagnosis, were also detailed. RESULTS: The study included 1268 patients who underwent parotidectomy, resulting in 81 cases of BCA and 7 cases of BCAC. BCA patients, with a mean age of 55.1 years, showed diverse age distribution and predominantly presented in the 50s. In BCAC cases, seven female patients exhibited a predominant location in the deep lobes. FNA revealed BCAC in three out of seven cases, and subsequent parotidectomy was performed, resulting in no observed recurrences or metastases. CONCLUSION: This study reports the largest number of BCA cases from a single institution and provides comprehensive insights into the demographics, tumor characteristics, and clinical outcomes of both BCA and BCAC. Although further research should be conducted, based on clinical follow-up results, appropriately including the capsule in the tumor excision indicates favorable outcomes, especially when the tumor size is not large.


Adenocarcinoma , Adenoma , Parotid Neoplasms , Salivary Gland Neoplasms , Humans , Female , Middle Aged , Parotid Gland/surgery , Parotid Gland/pathology , Retrospective Studies , Adenocarcinoma/pathology , Salivary Gland Neoplasms/diagnosis , Salivary Gland Neoplasms/pathology , Adenoma/surgery , Adenoma/pathology , Treatment Outcome , Parotid Neoplasms/surgery , Parotid Neoplasms/pathology
10.
Hua Xi Kou Qiang Yi Xue Za Zhi ; 42(2): 262-267, 2024 Apr 01.
Article En, Zh | MEDLINE | ID: mdl-38597087

Robotic surgery is known as the "third technological revolution" in the field of surgery, and is an important milestone in the development of modern surgery. However, our country's innovative surgical robot industry is still in its early stages, and it is only being utilized in certain surgical fields. To explore the effectiveness of the application of domestic surgical robot in oral and maxillofacial surgery, the author successfully completed a case of benign parotid tumor resection with the assistance of a domestic autonomous robot. The operation was successful, facial nerve function was preserved, and postoperative wound healing was good.


Parotid Neoplasms , Robotic Surgical Procedures , Humans , Parotid Neoplasms/surgery , Parotid Neoplasms/pathology , Parotid Gland/surgery , Parotid Gland/pathology , China
11.
BMC Surg ; 24(1): 124, 2024 Apr 24.
Article En | MEDLINE | ID: mdl-38658868

OBJECTIVES: We primarily aimed to evaluate whether parotid incidental lesion (PIL) in 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) for staging evaluation of patients with hepatocellular carcinoma (HCC) would represent a possibility of extrahepatic metastasis or second primary malignancy (SPM). Additionally, we explored the incidence of PIL in HCC patients and examined any associated risk factors. METHODS: We retrospectively analyzed patients with HCC who underwent 18F-FDG PET/CT at our institution from 2010 to 2022. The pathological findings of PILs in HCC patients were investigated for confirmatory identification of the risk of HCC metastasis or SPM in parotid gland. Healthy controls received 18F-FDG PET/CT for health screening were also enrolled to compare the incidence of PILs with HCC patients. Various parameters associated with patient demographics and characteristics of HCC were analyzed to find the related factors of PILs. RESULTS: A total of 17,674 patients with HCC and 2,090 healthy individuals who had undergone 18F-FDG PET/CT scans were enrolled in the analyses. Among the 54 HCC patients who underwent pathological confirmation for PILs, benign primary parotid tumor was most commonly observed (n = 43 [79.6%]); however, no malignant lesions were detected, including HCC metastasis. The incidence of PILs was higher in patients diagnosed with HCC compared with the control group (485 [2.7%] vs. 23 [1.1%], p = 0.002). Analysis for the risk factors for PILs revealed that patient age, sex, and positive viral markers were significantly associated with the incidence of PILs in patients with HCC (all p < 0.001). CONCLUSIONS: Our study demonstrates that PILs are more frequently identified in patients with HCC on 18F-FDG PET/CT. However, no malignant PIL, including extrahepatic metastasis of HCC, was identified. Therefore, the presence of PIL should not impede or delay the treatment process for patients with HCC. Additionally, we suggested that for future swift and straightforward differential diagnoses of PIL, the development of additional protocols within the PET/CT imaging could be beneficial.


Carcinoma, Hepatocellular , Fluorodeoxyglucose F18 , Incidental Findings , Liver Neoplasms , Neoplasms, Second Primary , Parotid Neoplasms , Positron Emission Tomography Computed Tomography , Radiopharmaceuticals , Humans , Positron Emission Tomography Computed Tomography/methods , Male , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Liver Neoplasms/diagnosis , Liver Neoplasms/epidemiology , Liver Neoplasms/secondary , Female , Middle Aged , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/pathology , Carcinoma, Hepatocellular/diagnosis , Retrospective Studies , Aged , Parotid Neoplasms/diagnostic imaging , Parotid Neoplasms/pathology , Parotid Neoplasms/diagnosis , Neoplasms, Second Primary/diagnostic imaging , Neoplasms, Second Primary/pathology , Neoplasms, Second Primary/epidemiology , Neoplasms, Second Primary/diagnosis , Adult , Neoplasm Staging , Salivary Gland Neoplasms/pathology , Salivary Gland Neoplasms/diagnostic imaging , Incidence
12.
In Vivo ; 38(3): 1104-1111, 2024.
Article En | MEDLINE | ID: mdl-38688595

BACKGROUND/AIM: Warthin's tumor, the second most frequent neoplasia of the parotid gland, is characterized by a proliferation of both epithelial and lymphoid components. In addition to epithelial and lymphoid cells, various other cell types are implicated to varying degrees in the immune response. Notably, mast cells have long been recognized as a consistent cell population within this tumor. Despite the historical acknowledgment of mast cell presence, their true distribution and significance within Warthin's tumor remain unclear. In this study, we aimed to elucidate the distribution and significance of mast cells in Warthin's tumor. MATERIALS AND METHODS: Histochemical and immunohistochemical methods were employed for the evaluation of mast cells within tumor specimens. RESULTS: Our study revealed a notable concentration of mast cells in the epithelial component of Warthin's tumor. Microscopic examination showed predominant lymphoid and epithelial elements with occasional cystic formations. Immunohistochemical analysis identified mast cells in both components, emphasizing their role in the tumor microenvironment. Double immunostaining (mast cell tryptase and CD34) revealed no significant correlation between mast cells and blood vessels. Intraepithelial mast cells (IEMCs) had a significantly higher density in the epithelial component, suggesting a potential association with the tumor's benign nature. The relationship between IEMCs and epithelial cells, especially in the presence of cystic structures, offers valuable insights into the unique features of Warthin's tumor. CONCLUSION: Our study contributes to the understanding of mast cells in Warthin's tumor, highlighting a substantial concentration within the epithelial component. This knowledge may pave the way for further investigations into the roles of mast cells in the pathogenesis and treatment of Warthin's tumor.


Adenolymphoma , Immunohistochemistry , Mast Cells , Mast Cells/pathology , Mast Cells/immunology , Adenolymphoma/pathology , Humans , Male , Female , Middle Aged , Aged , Tumor Microenvironment/immunology , Cell Count , Parotid Neoplasms/pathology , Adult , Epithelial Cells/pathology , Epithelial Cells/metabolism
13.
In Vivo ; 38(3): 1454-1458, 2024.
Article En | MEDLINE | ID: mdl-38688641

BACKGROUND/AIM: First bite syndrome (FBS) is a symptom of severe pain at the beginning of a meal that lessens as the meal progresses. It is a common postoperative complication of parapharyngeal space tumors and is rarely reported as the first symptom of parotid carcinoma. The parapharyngeal space is considered a difficult area for approach; hence, preoperative histopathology is often challenging. However, there are hardly any reports on the approach of performing biopsies under computerized tomography (CT) guidance. CASE REPORT: A 28-year-old woman presented to our hospital with the chief complaint of pain in the left parotid region since the past year. Contrast-enhanced magnetic resonance imaging of the parotid gland revealed a 10-mm high-signal area on T2-weighted images extending from the deep lobe of the left parotid gland to the parapharyngeal space, which could not be visualized on ultrasound. She was suspected to have a malignant tumor because of the presence of a parotid tumor with FBS. Therefore, she underwent CT-guided fine-needle aspiration cytology (FNAC) and was diagnosed with adenoid cystic carcinoma. The patient underwent left parotid tumor resection and left cervical dissection, and her pain during feeding improved postoperatively. CONCLUSION: In a patient with parotid tumor extending into the parapharyngeal space with FBS as the initial symptom, CT-guided FNAC was successfully used to diagnose parotid carcinoma. Symptoms of pain, including FBS, should be considered in cases of malignancy. CT-guided FNAC is effective for lesions that cannot be visualized by ultrasound, such as those in the parapharyngeal space.


Image-Guided Biopsy , Parotid Neoplasms , Tomography, X-Ray Computed , Humans , Female , Parotid Neoplasms/pathology , Parotid Neoplasms/diagnosis , Parotid Neoplasms/diagnostic imaging , Parotid Neoplasms/surgery , Adult , Biopsy, Fine-Needle , Image-Guided Biopsy/methods , Parotid Gland/pathology , Parotid Gland/diagnostic imaging , Magnetic Resonance Imaging/methods , Cytology
14.
Clin Radiol ; 79(6): e878-e884, 2024 Jun.
Article En | MEDLINE | ID: mdl-38582630

AIM: To assess the performance of diffusion-relaxation correlation spectrum imaging (DR-CSI) in the characterization of parotid gland tumors. MATERIALS AND METHODS: Twenty-five pleomorphic adenomas (PA) patients, 9 Warthin's tumors (WT) patients and 7 malignant tumors (MT) patients were prospectively recruited. DR-CSI (7 b-values combined with 5 TEs, totally 35 diffusion-weighted images) was scanned for pre-treatment assessment. Diffusion (D)-T2 signal spectrum summating all voxels were built for each patient, characterized by D-axis with range 0∼5 × 10-3 mm2/s, and T2-axis with range 0∼300ms. With boundaries of 0.5 and 2.5 × 10-3 mm2/s for D, all spectra were divided into three compartments labeled A (low D), B (mediate D) and C (high D). Volume fractions acquired from each compartment (VA, VB, VC) were compared among PA, WT and MT. Diagnostic performance was assessed using receiver operating characteristic analysis and area under the curve (AUC). RESULTS: Each subtype of parotid tumors had their specific D-T2 spectrum. PA showed significantly lower VA (8.85 ± 4.77% vs 20.68 ± 10.85%), higher VB (63.40 ± 8.18% vs 43.05 ± 7.16%), and lower VC (27.75 ± 8.51% vs 36.27 ± 11.09) than WT (all p<0.05). VB showed optimal diagnostic performance (AUC 0.969, sensitivity 92.00%, specificity 100.00%). MT showed significantly higher VA (21.23 ± 12.36%), lower VB (37.09 ± 6.43%), and higher VC (41.68 ± 13.72%) than PA (all p<0.05). Similarly, VB showed optimal diagnostic performance (AUC 0.994, sensitivity 96.00%, specificity 100.00%). No significant difference of VA, VB and VC was found between WT and MT. CONCLUSIONS: DR-CSI might be a promising and non-invasive way for characterizing parotid gland tumors.


Adenolymphoma , Adenoma, Pleomorphic , Diffusion Magnetic Resonance Imaging , Parotid Neoplasms , Humans , Parotid Neoplasms/diagnostic imaging , Parotid Neoplasms/pathology , Male , Female , Middle Aged , Diffusion Magnetic Resonance Imaging/methods , Adult , Aged , Adenoma, Pleomorphic/diagnostic imaging , Adenoma, Pleomorphic/pathology , Prospective Studies , Adenolymphoma/diagnostic imaging , Parotid Gland/diagnostic imaging , Parotid Gland/pathology , Sensitivity and Specificity , Aged, 80 and over
15.
Oral Oncol ; 152: 106796, 2024 May.
Article En | MEDLINE | ID: mdl-38615586

OBJECTIVES: Parotid gland tumors (PGTs) often occur as incidental findings on magnetic resonance images (MRI) that may be overlooked. This study aimed to construct and validate a deep learning model to automatically identify parotid glands (PGs) with a PGT from normal PGs, and in those with a PGT to segment the tumor. MATERIALS AND METHODS: The nnUNet combined with a PG-specific post-processing procedure was used to develop the deep learning model trained on T1-weighed images (T1WI) in 311 patients (180 PGs with tumors and 442 normal PGs) and fat-suppressed (FS)-T2WI in 257 patients (125 PGs with tumors and 389 normal PGs), for detecting and segmenting PGTs with five-fold cross-validation. Additional validation set separated by time, comprising T1WI in 34 and FS-T2WI in 41 patients, was used to validate the model performance. RESULTS AND CONCLUSION: To identify PGs with tumors from normal PGs, using combined T1WI and FS-T2WI, the deep learning model achieved an accuracy, sensitivity and specificity of 98.2% (497/506), 100% (119/119) and 97.7% (378/387), respectively, in the cross-validation set and 98.5% (67/68), 100% (20/20) and 97.9% (47/48), respectively, in the validation set. For patients with PGTs, automatic segmentation of PGTs on T1WI and FS-T2WI achieved mean dice coefficients of 86.1% and 84.2%, respectively, in the cross-validation set, and of 85.9% and 81.0%, respectively, in the validation set. The proposed deep learning model may assist the detection and segmentation of PGTs and, by acting as a second pair of eyes, ensure that incidentally detected PGTs on MRI are not missed.


Deep Learning , Magnetic Resonance Imaging , Parotid Neoplasms , Humans , Parotid Neoplasms/diagnostic imaging , Parotid Neoplasms/pathology , Magnetic Resonance Imaging/methods , Female , Male , Middle Aged , Adult , Aged , Parotid Gland/diagnostic imaging , Parotid Gland/pathology , Young Adult , Adolescent , Image Processing, Computer-Assisted/methods , Aged, 80 and over
17.
J Craniomaxillofac Surg ; 52(5): 659-665, 2024 May.
Article En | MEDLINE | ID: mdl-38580555

Precise recognition of the intraparotid facial nerve (IFN) is crucial during parotid tumor resection. We aimed to explore the application effect of direct visualization of the IFN in parotid tumor resection. Fifteen patients with parotid tumors were enrolled in this study and underwent specific radiological scanning in which the IFNs were displayed as high-intensity images. After image segmentation, IFN could be preoperatively directly visualized. Mixed reality combined with surgical navigation were applied to intraoperatively directly visualize the segmentation results as real-time three-dimensional holograms, guiding the surgeons in IFN dissection and tumor resection. Radiological visibility of the IFN, accuracy of image segmentation and postoperative facial nerve function were analyzed. The trunks of IFN were directly visible in radiological images for all patients. Of 37 landmark points on the IFN, 36 were accurately segmented. Four patients were classified as House-Brackmann Grade I postoperatively. Two patients with malignancies had postoperative long-standing facial paralysis. Direct visualization of IFN was a feasible novel method with high accuracy that could assist in recognition of IFN and therefore potentially improve the treatment outcome of parotid tumor resection.


Facial Nerve , Parotid Neoplasms , Humans , Parotid Neoplasms/surgery , Parotid Neoplasms/diagnostic imaging , Facial Nerve/diagnostic imaging , Female , Male , Middle Aged , Adult , Aged , Imaging, Three-Dimensional/methods , Surgery, Computer-Assisted/methods , Tomography, X-Ray Computed/methods , Parotid Gland/surgery , Parotid Gland/diagnostic imaging , Young Adult
18.
BMC Cancer ; 24(1): 510, 2024 Apr 23.
Article En | MEDLINE | ID: mdl-38654281

BACKGROUND: To develop a deep learning(DL) model utilizing ultrasound images, and evaluate its efficacy in distinguishing between benign and malignant parotid tumors (PTs), as well as its practicality in assisting clinicians with accurate diagnosis. METHODS: A total of 2211 ultrasound images of 980 pathologically confirmed PTs (Training set: n = 721; Validation set: n = 82; Internal-test set: n = 89; External-test set: n = 88) from 907 patients were retrospectively included in this study. The optimal model was selected and the diagnostic performance evaluation is conducted by utilizing the area under curve (AUC) of the receiver-operating characteristic(ROC) based on five different DL networks constructed at varying depths. Furthermore, a comparison of different seniority radiologists was made in the presence of the optimal auxiliary diagnosis model. Additionally, the diagnostic confusion matrix of the optimal model was calculated, and an analysis and summary of misjudged cases' characteristics were conducted. RESULTS: The Resnet18 demonstrated superior diagnostic performance, with an AUC value of 0.947, accuracy of 88.5%, sensitivity of 78.2%, and specificity of 92.7% in internal-test set, and with an AUC value of 0.925, accuracy of 89.8%, sensitivity of 83.3%, and specificity of 90.6% in external-test set. The PTs were subjectively assessed twice by six radiologists, both with and without the assisted of the model. With the assisted of the model, both junior and senior radiologists demonstrated enhanced diagnostic performance. In the internal-test set, there was an increase in AUC values by 0.062 and 0.082 for junior radiologists respectively, while senior radiologists experienced an improvement of 0.066 and 0.106 in their respective AUC values. CONCLUSIONS: The DL model based on ultrasound images demonstrates exceptional capability in distinguishing between benign and malignant PTs, thereby assisting radiologists of varying expertise levels to achieve heightened diagnostic performance, and serve as a noninvasive imaging adjunct diagnostic method for clinical purposes.


Deep Learning , Parotid Neoplasms , Ultrasonography , Humans , Retrospective Studies , Ultrasonography/methods , Parotid Neoplasms/diagnostic imaging , Parotid Neoplasms/pathology , Parotid Neoplasms/diagnosis , Male , Middle Aged , Female , Adult , Aged , Young Adult , ROC Curve , Diagnosis, Differential , Adolescent , Aged, 80 and over , Sensitivity and Specificity , Child
19.
Eur Arch Otorhinolaryngol ; 281(6): 3207-3218, 2024 Jun.
Article En | MEDLINE | ID: mdl-38568298

PURPOSE: To establish typical clinical and radiological profiles of primary low-grade parotid cancers in order to tailor therapeutic strategy. MATERIALS AND METHODS: Retrospective study of 57 patients operated on for primary parotid cancer between 2010 and 2021, with review of preoperative MRI and histopathology according to a standardized scoring grid. OBJECTIVE: To study prognostic factors and determine the preoperative clinical and radiological profile of low-grade cancers. RESULTS: Good prognostic factors for specific survival were: staging ≤ cT3 (p = 0.014), absence of adenopathy on cN0 MRI (p < 0.001), superficial lobe location (p = 0.033), pN0 (p < 0.001), absence of capsular rupture (p = 0.004), as well as the absence of peri-tumoral nodules (p = 0.033), intra-parotid adenopathies (p < 0.001), vascular emboli (p < 0.001), peri-neural sheathing (p = 0.016), nuclear atypia (p = 0.031), and necrosis (p = 0.002). It was not possible to define a reliable clinical and radiological profile for low-grade cancers (sensitivity 38%, specificity 79%). CONCLUSION: Our study demonstrated multiple factors of good prognosis, but it was not possible to define a clinical and radiological profile of patients likely to benefit from more limited surgery, nor to diagnose, a priori, low-grade cancers.


Magnetic Resonance Imaging , Neoplasm Staging , Parotid Neoplasms , Humans , Parotid Neoplasms/surgery , Parotid Neoplasms/pathology , Parotid Neoplasms/diagnostic imaging , Male , Female , Retrospective Studies , Middle Aged , Aged , Adult , Prognosis , Aged, 80 and over , Preoperative Care/methods , Neoplasm Grading
20.
Acta Cytol ; 68(2): 107-120, 2024.
Article En | MEDLINE | ID: mdl-38437817

INTRODUCTION: Poorly differentiated primary sarcomatoid parotid malignancies are extremely rare. These tumors have not been consistently studied by morphology, immunohistochemistry, or molecular techniques. CASE PRESENTATION: We report three unusual cases of parotid gland poorly-differentiated sarcomatoid malignancy investigated by fine-needle aspiration and studied histologically, by immunohistochemistry and molecular investigations. Aspirates showed poorly specific polymorphous sarcomatoid malignancy in all cases. Histologically, all cases were polymorphous high-grade malignancies, and additionally, one case showed epithelial structures and was finally classified as salivary carcinosarcoma. Immunohistochemistry showed classical melanocytic markers negativity but positivity for PRAME, CD10, and WT1 in all three tumors and for CD56 in two tumors, which can potentially be supportive of melanocytic origin. Although not entirely specific, molecular characterization also suggested the melanocytic lineage of these tumors. CONCLUSION: Although rare, primary malignant melanoma of salivary gland was already described, but undifferentiated/dedifferentiated amelanotic forms are unknown in this localization up today. Further case reports of similar presentations are required to confirm the unequivocal primary origin of these obscure neoplasms in the parotid gland.


Biomarkers, Tumor , Immunohistochemistry , Melanoma , Parotid Neoplasms , Humans , Parotid Neoplasms/pathology , Parotid Neoplasms/diagnosis , Biopsy, Fine-Needle , Male , Female , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Melanoma/pathology , Melanoma/diagnosis , Middle Aged , Aged , Cell Differentiation , Parotid Gland/pathology , Carcinosarcoma/pathology , Carcinosarcoma/diagnosis , Adult
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