Immune Landscape Reveals Biomarkers for High-Risk Oral Tongue Dysplasia

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<sup>+</sup> cytotoxic T cells and CD68<sup>+</sup> macrophages than the LR group. Notably, both PanCK<sup>+</sup> epithelial cells and CD8<sup>+</sup> 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<sup>+</sup> cytotoxic T cells, CD68<sup>+</sup> macrophages, and PD-1<sup>+</sup> cells may serve as potential biomarkers for stratifying HR from LR oral tongue dysplasia cases.

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Journal
Journal of Dental Research
Published
2026-03-15
DOI
https://doi.org/10.1177/00220345251414354
Primary Topic
Oral Health Pathology and Treatment
Type
article
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article

Immune Landscape Reveals Biomarkers for High-Risk Oral Tongue Dysplasia

Sami Kilpinen, Maija Risteli, A. Sandell, Martina Giacomini et al.
Journal of Dental Research
Oral Health Pathology and Treatment
article

Immune Landscape Reveals Biomarkers for High-Risk Oral Tongue Dysplasia

Sami Kilpinen, Maija Risteli, A. Sandell, Martina Giacomini, T. Salo, A. Al-Samadi
article en

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<sup>+</sup> cytotoxic T cells and CD68<sup>+</sup> macrophages than the LR group. Notably, both PanCK<sup>+</sup> epithelial cells and CD8<sup>+</sup> 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<sup>+</sup> cytotoxic T cells, CD68<sup>+</sup> macrophages, and PD-1<sup>+</sup> cells may serve as potential biomarkers for stratifying HR from LR oral tongue dysplasia cases.

Journal of Dental Research
University of Helsinki (FI), University of Eastern Finland (FI), Oulu University Hospital (FI), Helsinki University Hospital (FI), University of Oulu (FI)
Good health and well-being
Openalex Percentile: Top 21%
Oral Health Pathology and Treatment
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