# Methylome and transcriptome analyses reveal HLA-DMB’s contribution to periodontitis development

**Authors:** Bo Zhao, Ronghua Li

PMC · DOI: 10.1371/journal.pone.0319055 · PLOS One · 2025-04-23

## TL;DR

The study identifies HLA-DMB as a key gene in periodontitis, linking its expression to immune pathways and suggesting its potential as a diagnostic marker.

## Contribution

The study reveals HLA-DMB's role in periodontitis through methylome and transcriptome analysis, highlighting its diagnostic potential.

## Key findings

- HLA-DMB expression is significantly higher in periodontitis PMNs compared to controls.
- HLA-DMB correlates with DNMT3B and is associated with immune-related pathways and cell infiltration.
- HLA-DMB shows diagnostic value with AUCs of 0.777 and 0.783 in two datasets.

## Abstract

Periodontitis is a typical oral disease. Polymorphonuclear neutrophils (PMNs) are crucial immune cells in periodontal tissues, relating to infection, inflammation, and innate immunity. We herein aimed to explore important periodontitis PMN related genes.

Periodontitis and control samples were downloaded from Gene Expression Omnibus database, including GSE173082 (methylation data, n=72), GSE10334 (n=127), GSE43525 (n=23), GSE16134 (n=134). Differential expression analysis and differential methylation analysis was employed to find candidate genes. Receiver operating characteristic analysis was performed to evaluate the diagnostic value of the hub gene. The functional pathways were determined by gene set enrichment analysis. Using CIBERSORT software, the immune cell infiltration landscape of periodontitis tissue was explored. The mRNA and protein levels of target gene in clinical tissue samples were determined employing RT-qPCR and western blotting. All statistical analyses were conducted in R software.

After integrating DNA methylation with transcriptome profiles, GRASP, HLA-DMB, HLA-DMA, CAB39, NCOA2 and TLE4 were identified as candidate genes in periodontitis PMNs. HLA-DMB showed the highest correlation with core DNA methyltransferase DNMT3B (p < 0.05). Between high and low HLA-DMB expression samples, multiple immune related pathways were enriched, and differential immune cell infiltration was observed (p < 0.05). HLA-DMB exhibited significantly higher expressions in both public database and clinical tissue samples (p < 0.05). HLA-DMB was a diagnostic marker for periodontitis (GSE43525 AUC=0.777 and GSE16134 AUC=0.783).

Significantly higher HLA-DMB expression was noticed in PMNs of periodontitis, which probably contributed to the development of periodontitis. HLA-DMB is a promising diagnostic marker for periodontitis.

## Linked entities

- **Genes:** HLA-DMB (major histocompatibility complex, class II, DM beta) [NCBI Gene 3109], HLA-DMA (major histocompatibility complex, class II, DM alpha) [NCBI Gene 3108], TAMALIN (trafficking regulator and scaffold protein tamalin) [NCBI Gene 160622], CAB39 (calcium binding protein 39) [NCBI Gene 51719], NCOA2 (nuclear receptor coactivator 2) [NCBI Gene 10499], TLE4 (TLE family member 4, transcriptional corepressor) [NCBI Gene 7091], DNMT3B (DNA methyltransferase 3 beta) [NCBI Gene 1789]
- **Diseases:** periodontitis (MONDO:0005076)

## Full-text entities

- **Genes:** DNMT3B (DNA methyltransferase 3 beta) [NCBI Gene 1789] {aka FSHD4, ICF, ICF1, M.HsaIIIB}, CAB39 (calcium binding protein 39) [NCBI Gene 51719] {aka CGI-66, MO25}, TLE4 (TLE family member 4, transcriptional corepressor) [NCBI Gene 7091] {aka BCE-1, BCE1, E(spI), E(spl), ESG, ESG4}, HLA-DMA (major histocompatibility complex, class II, DM alpha) [NCBI Gene 3108] {aka D6S222E, DMA, HLADM, RING6}, NCOA2 (nuclear receptor coactivator 2) [NCBI Gene 10499] {aka GRIP1, KAT13C, NCoA-2, SRC-2, SRC2, TIF2}, TAMALIN (trafficking regulator and scaffold protein tamalin) [NCBI Gene 160622] {aka GRASP}, HLA-DMB (major histocompatibility complex, class II, DM beta) [NCBI Gene 3109] {aka D6S221E, RING7}
- **Diseases:** inflammation (MESH:D007249), oral disease (MESH:D009059), Periodontitis (MESH:D010518), infection (MESH:D007239)

## Full text

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## Figures

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## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12017480/full.md

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Source: https://tomesphere.com/paper/PMC12017480