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Updated: Sep 20, 2025
Author Spotlight: Unlocking the Mysteries of Oral Potential Malignancies
Published on: August 11, 2023
Risk Assessment of Oral Leukoplakia by Individual Dysplasia Features
Andresa Borges Soares1,2, Saman Warnakulasuriya3,4, Letícia da Silveira Terra Junqueira1
1Faculdade São Leopoldo Mandic, Campinas, São Paulo, Brazil.
Objectives:
Malignant transformation (MT) risk assessment in oral leukoplakia (OL) relies on tissue sample and oral epithelial dysplasia (OED) grading. The aim of this study was to evaluate the role of each OED feature in predicting MT in OL.
Subjects And Methods:
Ninety-nine OL patients were selected (81 non-transforming and 18 with MT). All OED features were individually scored for each case. Follow-up data were obtained from both local and regional cancer registries. Spearman correlation, logistic regression, and Kaplan-Meier were tested with MT as outcome. Thresholds for number of features indicating risk and predictive values (PV) were calculated. A random forest (RF) model was built to assess the relevance of each feature.
Results:
Loss of epithelial cohesion, increased nucleoli, and inflammation were the associated with MT (p ≤ 0.016). Combining these three features yielded high specificity (95%) and PV (50% positive and 85% negative). Using a six-feature threshold to establish risk reached 54%, 26% and 90%, and 72%, respectively. Specifying and counting OED features proved crucial to establishing risk.
Conclusion:
Loss of epithelial cohesion, increased size and number of nucleoli, and inflammation are key risk features and sum of OED features is the most useful predictor of MT.
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