Li Yuan, Wang Jun, Zhang Yu, Li Dengke, Zhang Wuyang, Li Xuebing, Zhang Bolun, Hu Kaijin, Yan Jianfei, Xue Yang
National Key Laboratory of Oral and Maxillofacial Reconstruction and Regeneration & National Clinical Research Center for Oral Diseases & Shaanxi Clinical Research Center for Oral Diseases, Department of Oral and Maxillofacial Surgery, School of Stomatology, The Fourth Military Medical University, Xi'an, Shaanxi, China.
Department of Stomatology, Air Force Hospital of Southern Theater Command, Guangzhou, Guangdong, China.
Int Dent J. 2025 Jun 18;75(4):100851. doi: 10.1016/j.identj.2025.100851.
Elucidate differences in key gene expression and cellular heterogeneity in alveolar bone between periodontitis (PD) and periapical periodontitis (PP) by analysing single-cell RNA sequencing data.
Single-cell RNA sequencing datasets for PD (GSE171213) and PP (GSE181688) were obtained from the Gene Expression Omnibus and analysed. Differentially expressed genes were identified in comparisons of PD versus healthy controls (HC), PP versus HC, and PD versus PP. Functional enrichment analyses were performed to explore heterogeneity. Key genes related to angiogenesis (ARGs), inflammation (IRGs), and phagocytosis (PRGs) were identified and combined to form PD-specific and PP-specific key gene sets. The expression of these key genes was validated by quantitative real-time polymerase chain reaction. Cell types were annotated using SingleR, and key cell types were further analysed for their proportions, intercellular communication, and gene expression patterns. Hallmark pathway analysis and cell cycle/differentiation assessments were conducted to understand functional heterogeneity.
A total of 251 Differentially expressed genes associated with humoral immunity, B cell regulation, and leukocyte/lymphocyte activation were identified. Four PD-specific and 16 PP-specific key genes were found, and fibroblasts and macrophages were identified as the two key cell types. Fibroblast interactions were prominent, and cells in the G1 phase predominated. The key genes were highly expressed during early T cell and macrophage differentiation and during late fibroblast and plasma cell differentiation. Expression levels of these genes were highest in PP, intermediate in PD, and lowest in HC.
This study identified four PD-specific and 16 PP-specific key genes, as well as two pivotal cell types in alveolar bone inflammatory diseases. Investigating the functional diversity of these cell types could enhance insights into the pathogenesis of these conditions.
The findings may guide clinical treatment strategies for alveolar bone involvement in PD and PP, and lay a theoretical foundation for exploring the underlying inflammatory mechanisms.
通过分析单细胞RNA测序数据,阐明牙周炎(PD)和根尖周炎(PP)患者牙槽骨中关键基因表达及细胞异质性的差异。
从基因表达综合数据库获取PD(GSE171213)和PP(GSE181688)的单细胞RNA测序数据集并进行分析。在PD与健康对照(HC)、PP与HC以及PD与PP的比较中鉴定差异表达基因。进行功能富集分析以探索异质性。鉴定与血管生成(ARGs)、炎症(IRGs)和吞噬作用(PRGs)相关的关键基因,并将其组合形成PD特异性和PP特异性关键基因集。通过定量实时聚合酶链反应验证这些关键基因的表达。使用SingleR对细胞类型进行注释,并进一步分析关键细胞类型的比例、细胞间通讯和基因表达模式。进行特征通路分析和细胞周期/分化评估以了解功能异质性。
共鉴定出251个与体液免疫、B细胞调节和白细胞/淋巴细胞激活相关的差异表达基因。发现了4个PD特异性关键基因和16个PP特异性关键基因,成纤维细胞和巨噬细胞被确定为两种关键细胞类型。成纤维细胞间相互作用显著,G1期细胞占主导。关键基因在早期T细胞和巨噬细胞分化以及晚期成纤维细胞和浆细胞分化过程中高表达。这些基因的表达水平在PP中最高,在PD中居中,在HC中最低。
本研究鉴定出4个PD特异性关键基因和16个PP特异性关键基因,以及牙槽骨炎症性疾病中的两种关键细胞类型。研究这些细胞类型的功能多样性可能会加深对这些疾病发病机制的认识。
这些发现可能指导PD和PP中牙槽骨受累的临床治疗策略,并为探索潜在的炎症机制奠定理论基础。