Zhang Caiyi, Zhao Jie, Pan Keqing, Liu Lingshuang, Jiao Mengyu, Yuan Changqing, Wan Chunyan
Department of Stomatology, the Affiliated Hospital of Qingdao University, Qingdao, China, School of Stomatology, Qingdao University, Qingdao, China.
Front Immunol. 2025 Aug 20;16:1559220. doi: 10.3389/fimmu.2025.1559220. eCollection 2025.
Chronic apical periodontitis (CAP) is a prevalent oral inflammatory disease, yet the complex mechanisms underlying its etiology remain unclear. A recently identified cell death pathway known as cuproptosis may be linked to this condition.
Differentially expressed cuproptosis-related genes (DE-CRGs) were identified by integrating human CAP dataset (GSE237398) with health control (HC) dataset (GSE223924) from the Gene Expression Omnibus (GEO) database. Subsequently, single-cell RNA sequencing (scRNA-seq) data from clinical samples with CAP (n=3) and HC (n=3) from the GSE171213 dataset were analyzed to assess variations across different cell clusters. The association of CRGs with macrophages and fibroblasts in periodontitis was then explored. Fibroblasts and macrophages were selected for further analysis, which included subset classification, cell-chat analysis, and functional enrichment analysis. Additionally, Receiver Operating Characteristic (ROC) curves were employed to evaluate the discriminatory ability of gene features. Changes in DE-CRGs within the whole periodontitis tissue were confirmed through quantitative real-time PCR (qRT-PCR) and immumohistochemical staining (IHC).
Eight CAP-related DE-CRGs were identified through bulk mRNA sequencing. Numerous interactions among these CRGs were observed, highlighting the complexity of protein-protein interactions. ROC curve analysis demonstrated strong diagnostic potential for these genes. ScRNA-seq sequencing revealed significant alterations in CRGs within fibroblasts and macrophages, along with close intercellular communication between these cell clusters. qRT-PCR and IHC analysis of clinical samples further confirmed DE-CRGs expression in CAP.
These findings suggest that CRGs are closely associated with the COL4A1-Fibro and APOE-Macro intercellular interactions, which may facilitate the occurrence and progression of cuproptosis in chronic apical periodontitis.
慢性根尖周炎(CAP)是一种常见的口腔炎症性疾病,但其病因背后的复杂机制仍不清楚。最近发现的一种称为铜死亡的细胞死亡途径可能与这种疾病有关。
通过将来自基因表达综合数据库(GEO)的人类CAP数据集(GSE237398)与健康对照(HC)数据集(GSE223924)整合,鉴定出差异表达的铜死亡相关基因(DE-CRGs)。随后,分析了来自GSE171213数据集的CAP临床样本(n=3)和HC临床样本(n=3)的单细胞RNA测序(scRNA-seq)数据,以评估不同细胞簇之间的差异。然后探讨了CRGs与牙周炎中巨噬细胞和成纤维细胞的关联。选择成纤维细胞和巨噬细胞进行进一步分析,包括亚群分类、细胞间通讯分析和功能富集分析。此外,采用受试者工作特征(ROC)曲线来评估基因特征的鉴别能力。通过定量实时PCR(qRT-PCR)和免疫组织化学染色(IHC)证实了整个牙周炎组织中DE-CRGs的变化。
通过批量mRNA测序鉴定出8个与CAP相关的DE-CRGs。观察到这些CRGs之间存在大量相互作用,突出了蛋白质-蛋白质相互作用的复杂性。ROC曲线分析表明这些基因具有很强的诊断潜力。scRNA-seq测序揭示了成纤维细胞和巨噬细胞中CRGs的显著变化,以及这些细胞簇之间紧密的细胞间通讯。临床样本的qRT-PCR和IHC分析进一步证实了CAP中DE-CRGs的表达。
这些发现表明,CRGs与COL4A1-成纤维细胞和APOE-巨噬细胞细胞间相互作用密切相关,这可能促进慢性根尖周炎中铜死亡的发生和发展。