From Pixels to Diagnosis: Algorithmic Analysis of Clinical Oral Photos for Early Detection of Oral Squamous Cell Carcinoma.

Oral squamous cell carcinoma (OSCC) accounts for more than 90% of oral malignancies. Despite numerous advancements in understanding its biology, the mean five-year survival rate of OSCC is still very poor at about 50%, with even lower rates when the disease is detected at later stages. We investigate the use of clinical photographic images taken by common smartphones for the automated detection of OSCC cases and for the identification of suspicious cases mimicking cancer that require an urgent biopsy. We perform a retrospective study on a cohort of 1470 patients drawn from both hospital records and online academic sources. We examine various deep learning methods for the early detection of OSCC cases as well as for the detection of suspicious cases. Our results demonstrate the efficacy of these methods in both tasks, providing a comprehensive understanding of the patient's condition. When evaluated on holdout data, the model to predict OSCC achieved an AUC of 0.96 (CI: 0.91, 0.98), with a sensitivity of 0.91 and specificity of 0.81. When the data are stratified based on lesion location, we find that our models can provide enhanced accuracy (AUC 1.00) in differentiating specific groups of patients that have lesions in the lingual mucosa, floor of mouth, or posterior tongue. These results underscore the potential of leveraging clinical photos for the timely and accurate identification of OSCC.

Sialendoscopy enhances saliva production of parotid glands in primary Sjögren syndrome patients.

OBJECTIVE: Primary Sjögren syndrome (pSS) is a chronic systemic autoimmune disorder that harms exocrine glands located mainly in the oral and ocular regions. pSS patients often complain about pain and mouth dryness. The aim of this retrospective study was to evaluate the influence of parotid glands' sialendoscopy on salivary flow in pSS patients and to assess the tissue characteristics of the parotid glands during the sialendoscopy procedure. METHOD AND MATERIALS: Twenty-six pSS patients (52 glands) treated with sialendoscopy for their parotid glands between the years 2017 and 2019 were included. The unstimulated whole saliva (UWS) flow rate was obtained 2 weeks before intervention (T1) and 3 months post intervention (T2). For 20 patients, UWS was measured 6 months post intervention (T3); and for 11 patients, UWS was measured 12 months post intervention (T4). Patients were asked about their oral quality of life before and after sialendoscopy. RESULTS: UWS was significantly higher at T2, T3, and T4 compared to T1 (P = .002, P = .01, and P = .04 respectively). In total, 22 patients (84.6%) reported substantial improvement of their oral quality of life at T2. Of the 52 glands, 33 (63.5%) exhibited avascularity in the walls of the Stensen duct, 33 (63.5%) had strictures, and in 8 (15.4%) mucus plugs were present. No major complications were observed in this study except for one patient who suffered from duct perforation, which during follow-up was spontaneously healed. CONCLUSION: This study indicates a positive effect of sialendoscopy on salivary flow rate and oral quality of life in pSS patients. Sialendoscopy should be considered as a vital tool in treating pSS patients. (Quintessence Int 2023;54:234-240; doi: 10.3290/j.qi.b3609681).

Oral myopericytoma: a rare pediatric case report and a review of the literature.

BACKGROUND: Myopericytoma is a rare mesenchymal neoplasm with perivascular myoid differentiation that arises most commonly in middle adulthood. The lesion generally involves the subcutaneous tissue of distal extremities. Myopericytoma of the oral cavity is extremely rare. Herein we report a case of oral myopericytoma in a pediatric patient, who was treated via a conservative approach with a follow up of 8 years. The case is followed by a literature review. To our knowledge this is the first documented case of oral myopericytoma affecting a patient of such a young age. CASE PRESENTATION: A 6 years old boy was referred to the maxillofacial surgery department for the evaluation of a solitary growth of the right maxillary buccal and palatal gingiva. Histology and immunohistochemistry confirmed the diagnosis of myopericytoma. CONCLUSIONS: Our patient was treated by local excision with no recurrence in 8 years of follow up. Conservative approach should be considered for the treatment oral myopericytoma especially in young patients in tooth bearing areas.

The association between carotid calcium on dental panoramic radiographs and coronary calcium score on chest computerized tomography.

OBJECTIVES: Coronary artery calcium measured by CT predicts future coronary events. Similarly, carotid artery calcium on dental panoramic radiographs has been associated with increased cardiovascular events. Pre-procedural assessment of candidates for valve replacement in our institution includes panoramic radiographs and chest tomography. We aimed to assess the association of carotid calcium on panoramic radiographs with coronary artery calcium on chest tomography. METHODS: Paired pre-procedural panoramic radiographs and chest tomography scans were done in 177 consecutive patients between October 2016 and October 2017. Carotid calcium was quantified using NIH's ImageJ. Coronary artery calcium was quantified by the Agatston score using Philips Intellispace portal, v. 8.0.1.20640. RESULTS: Carotid calcium maximal intensity, area and perimeter were higher among patients with high coronary artery calcium. Non-zero carotid calcium was found in half of patients with high coronary artery calcium, doubling prevalence of low coronary artery calcium. CONCLUSION: Carotid calcium identified in panoramic radiographs was associated with high coronary artery calcium. Awareness of carotid calcium recognized by dental practitioners in low-cost, low radiation and commonly done panoramic radiographs may be useful to identify patients at risk of coronary disease with potential future cardiovascular events.

Custom-made trays for targeted treatment of oral vesiculobullous diseases: A proposed protocol.

Topical and intralesional corticosteroids (CS) are effective treatments for oral manifestations of autoimmune vesiculobullous diseases (VBD); however, may cause unnecessary absorption in the adjacent healthy mucosal surfaces, local infections, atrophy, and injection pain. To propose a protocol using a unique modality for targeted administration of CS for the treatment of local manifestations of oral VBD. The medical records of nine patients with systemic CS-resistant VBD oral lesions, were reviewed following 3 weeks of treatment and 3 months of tapering using a custom-made tray designed for precise application of topical CS targeted to the involved mucosa. Following treatment, lesions have healed in 8/9 patients. Involvement of surrounding mucosa was minimal, and no systemic adverse effects were recorded. The proposed protocol using custom-made trays for targeted CS treatment could be an effective alternative treatment for oral VBD.

World Workshop on Oral Medicine VII: Targeting the microbiome for oral medicine specialists-Part 1. A methodological guide.

Advances in high-throughput sequencing technologies have allowed for a rapid increase in knowledge about the human microbiome in both healthy and diseased states, which is expected to increase our understanding of multifactorial diseases. The World Workshop on Oral Medicine VII chose the microbiome as one of its topics of focus. Part 1 of this review provides updated knowledge in the field of microbiome research, describes the advantages and disadvantages of currently available sequencing technologies, and proposes a seven-step "recipe" for designing and performing studies that is supported by contemporary evidence. Part 2 of this review in a companion paper discusses the results of high-throughput sequencing studies published to date on the microbiota associated with oral mucosal diseases. The goal of this collective enterprise is to encourage more oral medicine specialists to become engaged in multidisciplinary collaborations to investigate the role of the microbiome in relation to oral diseases, which could potentially lead to enhanced diagnosis, risk assessment and treatment of these patients.