Pan Shuaifei, Li Yue, He Haokun, Cheng Shuguang, Li Jiang, Pathak Janak L
Guangzhou Key Laboratory of Basic and Applied Research of Oral Regenerative Medicine, Guangdong Engineering Research Center of Oral Restoration and Reconstruction, Affiliated Stomatology Hospital of Guangzhou Medical University, Guangzhou, China.
Front Pharmacol. 2023 Jan 6;13:1098851. doi: 10.3389/fphar.2022.1098851. eCollection 2022.
Periodontitis is a chronic inflammatory oral disease that destroys soft and hard periodontal support tissues. Multiple cell death modes including apoptosis, necroptosis, pyroptosis, and ferroptosis play a crucial role in the pathogenicity of inflammatory diseases. This study aimed to identify genes associated with ferroptosis, necroptosis, and pyroptosis in different cells present in the periodontium of periodontitis patients. Gingival tissues' mRNA sequencing dataset GSE173078 of 12 healthy control and 12 periodontitis patients' and the microarray dataset GSE10334 of 63 healthy controls and 64 periodontitis patients' were obtained from Gene Expression Omnibus (GEO) database. A total of 910 differentially expressed genes (DEGs) obtained in GSE173078 were intersected with necroptosis, pyroptosis, and ferroptosis-related genes to obtain the differential genes associated with cell death (DCDEGs), and the expression levels of 21 differential genes associated with cell death were verified with dataset GSE10334. Bioinformatic analysis revealed 21 differential genes associated with cell death attributed to ferroptosis, pyroptosis, and necroptosis in periodontitis patients compared with healthy controls. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses revealed that 21 differential genes associated with cell death were related to various cellular and immunological pathways including inflammatory responses, necroptosis, and osteoclast differentiation. Additionally, the single-cell RNA (scRNA) sequencing data GSE171213 of 4 healthy controls and 5 periodontitis patients' periodontal tissue was analyzed to obtain cell clustering and cell types attributed to differential genes associated with cell death. We found that among 21 DCDEGs, SLC2A3, FPR2, TREM1, and IL1B were mainly upregulated in neutrophils present in the periodontium of periodontitis patients. Gene overlapping analysis revealed that IL-1B is related to necroptosis and pyroptosis, TREM1 and FPR2 are related to pyroptosis, and SLC2A3 is related to ferroptosis. Finally, we utilized the CIBERSORT algorithm to assess the association between DCDEGs and immune infiltration phenotypes, based on the gene expression profile of GSE10334. The results revealed that the upregulated SLC2A3, FPR2, TREM1, and IL1B were positively correlated with neutrophil infiltration in the periodontium. The findings provide upregulated SLC2A3, FPR2, TREM1, and IL1B in neutrophils as a future research direction on the mode and mechanism of cell death in periodontitis and their role in disease pathogenicity.
牙周炎是一种慢性炎症性口腔疾病,会破坏牙周软硬支持组织。包括凋亡、坏死性凋亡、炎性小体凋亡和铁死亡在内的多种细胞死亡模式在炎症性疾病的发病机制中起关键作用。本研究旨在鉴定牙周炎患者牙周组织中不同细胞中铁死亡、坏死性凋亡和炎性小体凋亡相关基因。从基因表达综合数据库(GEO)获取了12名健康对照者和12名牙周炎患者牙龈组织的mRNA测序数据集GSE173078,以及63名健康对照者和64名牙周炎患者的微阵列数据集GSE10334。将在GSE173078中获得的910个差异表达基因(DEG)与坏死性凋亡、炎性小体凋亡和铁死亡相关基因进行交叉分析,以获得与细胞死亡相关的差异基因(DCDEG),并使用数据集GSE10334验证21个与细胞死亡相关的差异基因的表达水平。生物信息学分析显示,与健康对照相比,牙周炎患者中21个与细胞死亡相关的差异基因归因于铁死亡、炎性小体凋亡和坏死性凋亡。基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路富集分析表明,21个与细胞死亡相关的差异基因与各种细胞和免疫通路相关,包括炎症反应、坏死性凋亡和破骨细胞分化。此外,分析了4名健康对照者和5名牙周炎患者牙周组织的单细胞RNA(scRNA)测序数据GSE171213,以获得细胞聚类和与细胞死亡相关差异基因的细胞类型。我们发现,在21个DCDEG中,SLC2A3、FPR2、TREM1和IL1B在牙周炎患者牙周组织中的中性粒细胞中主要上调。基因重叠分析显示,IL-1B与坏死性凋亡和炎性小体凋亡相关,TREM1和FPR2与炎性小体凋亡相关,SLC2A3与铁死亡相关。最后,我们基于GSE10334的基因表达谱,利用CIBERSORT算法评估DCDEG与免疫浸润表型之间的关联。结果显示,上调的SLC2A3、FPR2、TREM1和IL1B与牙周组织中的中性粒细胞浸润呈正相关。这些发现为中性粒细胞中上调的SLC2A3、FPR2、TREM1和IL1B作为牙周炎细胞死亡模式和机制及其在疾病发病机制中的作用的未来研究方向提供了依据。