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March 18, 2026Journal of Dental Research0 citationsOpen Access

Immune Landscape Reveals Biomarkers for High-Risk Oral Tongue Dysplasia

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ASA. SandellMGMartina GiacominiMRMaija Risteli

Key Points

  • This research aims to identify biomarkers that differentiate high-risk from low-risk oral epithelial dysplasia cases.
  • Collected twelve oral tongue dysplasia samples from patients with and without OSCC.
  • Conducted multiplex immunostaining using ten specific antibodies.
  • Applied uniform manifold approximation and projection for analyzing immune cell distribution.
  • Used logistic regression to evaluate the predictive value of biomarkers.
  • High-risk group showed increased CD8+ cytotoxic T cells and CD68+ macrophages compared to low-risk group.
  • Proliferation markers indicated higher activity in CD8+ and PanCK+ cells among high-risk cases.
  • Significant elevation of PD-1 expression was noted in the high-risk group.
  • A multimarker model was developed with superior predictive performance for stratifying risk.

Abstract

Oral epithelial dysplasia (OED) is characterized by abnormal structural and cellular changes in the oral mucosa epithelium. These changes are often detected histologically in potentially malignant disorders and are associated with an increased risk of malignant transformation into oral squamous cell carcinoma (OSCC). Currently, clinicians rely mainly on the pathologist's histological gradings (binary or tertiary grading systems) to determine the follow-up protocol for patients with OED. However, both histological gradings are rather subjective and not highly reliable. Therefore, there is a need for biomarkers to distinguish high-risk OED cases from low-risk cases. Twelve oral tongue dysplasia samples were collected for multiplex immunostaining. The samples were derived from 7 patients who did not develop OSCC within 5 y of their OED diagnosis (low-risk group, LR) and 5 patients who developed OSCC (high-risk group, HR). Ten antibodies targeting epithelial cells, immune cells, a proliferation marker, and immune checkpoints were used (PanCK, CD4, CD8, CD11b, CD68, CD56, FoxP3, Ki67, PD-1, PD-L1). Uniform manifold approximation and projection generated from multiplex staining revealed distinct differences in the distribution of immune cells and immune checkpoint expression between the LR and HR groups. The HR group showed a higher number of CD8+ cytotoxic T cells and CD68+ macrophages than the LR group. Notably, both PanCK+ epithelial cells and CD8+ cytotoxic T cells exhibited increased proliferation in the HR group, as indicated by Ki67 expression. Additionally, PD-1 expression was significantly elevated in the HR group. The logistics regression model further confirmed the predictive value of individual markers and identified a multimarker model with superior predictive performance. Our multiplex immunostaining revealed significant differences in the immune landscape between LR and HR cases of OED dysplasia. CD8+ cytotoxic T cells, CD68+ macrophages, and PD-1+ cells may serve as potential biomarkers for stratifying HR from LR oral tongue dysplasia cases.

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Cite This Study

Sandell et al. (2026) studied this question.

synapsesocial.com/papers/69ba43e94e9516ffd37a5900https://doi.org/10.1177/00220345251414354
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