Mahmood, H. orcid.org/0000-0001-7159-0368, Bradburn, M., Islam, N.M. et al. (8 more authors) (2025) Independent multicentre validation of the ‘six‐point’ model for malignant transformation risk in oral epithelial dysplasia. Oral Diseases. ISSN: 1354-523X
Abstract
Background
Histological grading of oral epithelial dysplasia (OED) is used for predicting malignant transformation risk. However, grading is associated with significant subjectivity and observer variability leading to inconsistency in prognosis prediction. Alternate histological feature-specific models (‘six-point’ and ‘two-point’) have been shown to have potentially better prognostic reliability than conventional grading. This study conducts a multicentre validation of these models.
Methods
102 OED cases (dating 2012–2017) were acquired from 4 independent centres (13 (13%) Sheffield; 40 (39%) Belfast; 30 (29%) Birmingham; 19 (19%) Piracicaba, Brazil) were independently scored using the ‘six-point’ and ‘two-point’ models. Feature prevalence, observer agreement and malignant transformation risk were evaluated and compared to conventional grading systems.
Results
The ‘six-point’ system demonstrated superior predictive value (AUROC of 0.81) compared to the ‘two-point’ system (AUROC = 0.73, p = 0.004), WHO grading (AUROC = 0.71, p = 0.03) and binary grading (AUROC = 0.68, p = 0.009). Transformation rate for the ‘six-point’ model was 50% (95% CI 27%–78%) when all 6 features were present compared to 14% (95% CI 5%–32%) when 2–3 features were present.
Conclusions
This study supports the superior performance of the ‘six-point’ system for transformation prediction on a multicentric sample. Findings indicate that feature-specific models may be more reliable than existing histological grading systems for prognosis prediction.
Metadata
| Item Type: | Article |
|---|---|
| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © 2025 The Author(s). This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0/ |
| Keywords: | histological grading; malignant transformation; oral epithelial dysplasia; outcome prediction; prognosis |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Medicine, Dentistry and Health (Sheffield) > School of Clinical Dentistry (Sheffield) |
| Funding Information: | Funder Grant number NIHR Academy NIHR300904 Cancer Research UK 29674 |
| Date Deposited: | 07 Jan 2026 16:23 |
| Last Modified: | 07 Jan 2026 16:23 |
| Status: | Published online |
| Publisher: | Wiley |
| Refereed: | Yes |
| Identification Number: | 10.1111/odi.70173 |
| Related URLs: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:236265 |

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