You Mingai, Liu Fangrui, Cai Youshijie, Yu Guodong
Department of Otolaryngology, Affiliated Hospital of Guizhou Medical University, No. 9 Beijing Road, Yunyan District, Guiyang, 550004, Guizhou, China.
Department of Imaging, Wudang Hospital Affiliated to Guizhou Medical University, Guiyang, 550018, Guizhou, China.
Sci Rep. 2025 Apr 30;15(1):15241. doi: 10.1038/s41598-025-99955-0.
Allergic rhinitis (AR) is a condition with a rising global prevalence, though its specific pathogenic mechanisms remain elusive. Several studies have indicated that pyroptosis is one of the key mechanisms in the pathogenesis of AR. However, no research has investigated the molecular targets of pyroptosis in the context of AR. Our study endeavored to identify common biomarkers and mechanisms that could offer insights into the prevention of AR progression and novel therapeutic targets. Data from the Gene Expression Omnibus (GEO) database, including GSE51392, GSE43523, and GSE44037, were downloaded and analyzed through weighted gene co-expression network analysis (WGCNA), Least Absolute Shrinkage and Selection Operator (LASSO), and random forest (RF) analysis to identify key intersecting genes associated with both AR and pyroptosis. The gene GZMA was identified as a significant candidate and was validated in another sample dataset (GSE101720). Western blot (WB) analysis confirmed the expression of GZMA in an AR mouse model. Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were conducted to explore the functional roles of the shared genes. An immune infiltration matrix was established using CIBERSORT analysis to estimate the degree of immune cell infiltration in AR. Single-sample Gene Set Enrichment Analysis (ssGSEA) was performed to analyze the biological functions of hub genes. In the immune infiltration matrix of AR, a reduced expression of Tregs was observed in the AR group. WB analysis further indicated elevated expression of GZMA in the AR group. As a gene related to both AR and pyroptosis, GZMA expression was positively correlated with the gene expression levels of CD8 + T cells. The reduction in Tregs and the increase in CD8 + T cells in AR, along with enhanced pyroptosis, contribute to the development of allergic inflammation. Therefore, it was hypothesized that GZMA could serve as a novel target for the prevention and treatment of AR.
变应性鼻炎(AR)是一种全球患病率不断上升的疾病,但其具体致病机制仍不清楚。多项研究表明,细胞焦亡是AR发病机制的关键机制之一。然而,尚无研究在AR背景下研究细胞焦亡的分子靶点。我们的研究旨在确定常见的生物标志物和机制,为预防AR进展和新的治疗靶点提供见解。从基因表达综合数据库(GEO)中下载了包括GSE51392、GSE43523和GSE44037在内的数据,并通过加权基因共表达网络分析(WGCNA)、最小绝对收缩和选择算子(LASSO)以及随机森林(RF)分析进行分析,以确定与AR和细胞焦亡相关的关键交集基因。基因GZMA被确定为一个重要的候选基因,并在另一个样本数据集(GSE101720)中得到验证。蛋白质免疫印迹(WB)分析证实了GZMA在AR小鼠模型中的表达。进行基因本体(GO)分析和京都基因与基因组百科全书(KEGG)通路富集分析,以探索共享基因的功能作用。使用CIBERSORT分析建立免疫浸润矩阵,以评估AR中免疫细胞浸润程度。进行单样本基因集富集分析(ssGSEA)以分析枢纽基因的生物学功能。在AR的免疫浸润矩阵中,AR组中调节性T细胞(Tregs)的表达降低。WB分析进一步表明AR组中GZMA的表达升高。作为一个与AR和细胞焦亡都相关的基因,GZMA的表达与CD8+T细胞的基因表达水平呈正相关。AR中Tregs的减少和CD8+T细胞的增加,以及细胞焦亡的增强,促进了变应性炎症的发展。因此,推测GZMA可能成为预防和治疗AR的新靶点。