# Immune-related gene expression in severe periodontitis assessed by NanoString technology: A preliminary study

**Authors:** Dragomira Nikolova, Velitchka Dosseva-Panova, Dimitar Dimitrov, Savina Hadjidekova, Ivanka Dimova

PMC · DOI: 10.17305/bb.2025.13313 · 2025-12-05

## TL;DR

This study explores immune-related gene expression in severe periodontitis using saliva samples and identifies potential biomarkers for disease severity.

## Contribution

The study introduces salivary gene expression profiling as a novel approach for identifying biomarkers in severe periodontitis.

## Key findings

- 26 genes showed significant differential expression in severe periodontitis patients compared to controls.
- HLA-DRB1 and CCR1 were notably upregulated and identified as potential biomarker candidates.
- Salivary RNA analysis proved feasible for detecting molecular markers related to periodontitis severity.

## Abstract

Periodontitis is an inflammatory disease characterized by the destruction of the periodontal attachment apparatus, which includes alveolar bone, periodontal ligament, and cementum. This destruction is driven by a dysregulated host immune response to pathogenic subgingival biofilm. The present preliminary study aimed to evaluate immune-related gene expression patterns in patients with stage III/IV periodontitis utilizing the NanoString nCounter® platform. Unstimulated saliva samples were collected from 12 individuals: ten with severe periodontitis (stage III/IV) and two periodontally healthy controls. Total RNA was isolated and analyzed using the nCounter® Human Inflammation Panel, which profiles 249 inflammation-associated human genes. Data normalization and differential expression analysis were performed with nSolver™ software. Following quality control, genes with low expression (mean normalized counts < 20) were excluded, resulting in 89 genes available for comparison. Among these, 26 genes (29.2%) met a predefined effect-size threshold (|log2FC| ≥ 1), comprising 23 upregulated and 3 downregulated transcripts in the periodontitis group. Notably, the upregulated genes HLA-DRB1 (P ═ 0.003; FDR = 0.267) and CCR1 (P ═ 0.007; FDR = 0.312) exhibited relatively large log2 fold changes and the lowest unadjusted P values; however, neither retained significance after FDR correction. These findings underscore the feasibility of salivary gene expression profiling as a method for identifying molecular markers associated with disease severity. Given their roles in immune activation and leukocyte recruitment, HLA-DRB1 and CCR1 emerge as potential biomarker candidates for detection, risk stratification, and therapeutic monitoring in periodontitis, necessitating validation in larger, well-characterized cohorts.

## Linked entities

- **Genes:** HLA-DRB1 (major histocompatibility complex, class II, DR beta 1) [NCBI Gene 3123], CCR1 (C-C motif chemokine receptor 1) [NCBI Gene 1230]
- **Diseases:** periodontitis (MONDO:0005076)

## Full-text entities

- **Genes:** CCR1 (C-C motif chemokine receptor 1) [NCBI Gene 1230] {aka CD191, CKR-1, CKR1, CMKBR1, HM145, MIP1aR}, HLA-DRB1 (major histocompatibility complex, class II, DR beta 1) [NCBI Gene 3123] {aka DRB1, HLA-DR1B, HLA-DRB, SS1}
- **Diseases:** Periodontitis (MESH:D010518), Inflammation (MESH:D007249)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12873750/full.md

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Source: https://tomesphere.com/paper/PMC12873750