Li Danyang, Zhang Jisheng, Wang Lin, Yan Xudong, Zi Jiajia, Du Xiaoyun, Yu Longgang, Jiang Yan
Department of Otorhinolaryngology Head and Neck Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China,
Department of Otorhinolaryngology Head and Neck Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China.
Int Arch Allergy Immunol. 2024;185(5):411-424. doi: 10.1159/000536371. Epub 2024 Feb 23.
Chronic rhinosinusitis with nasal polyps (CRSwNP) is an immunologic disease, and pyroptosis, an inflammation-based cellular death, strictly modulates CRSwNP pathology, whereas the pyroptosis genes and mechanisms involved in CRSwNP remain unclear. Herein, we explored disease biomarkers and potential therapeutic targets for pyroptosis and immune regulation in CRSwNP using bioinformatics analysis and tissue-based verification.
We retrieved the transcriptional profiles of the high-throughput dataset GSE136825 from the Gene Expression Omnibus database, as well as 170 pyroptosis-related gene expressions from GeneCards. Using R, we identified differentially expressed pyroptosis-related genes and examined the potential biological functions of the aforementioned genes using Gene Ontology, Kyoto Encyclopedia of the Genome pathway, immune infiltration, and protein-protein interaction (PPI) network analyses, thereby generating a list of hub genes. The hub genes were, in turn, verified using real-time quantitative polymerase chain reaction (qRT-PCR), immunohistochemistry (IHC), and Western blotting (WB). Ultimately, using the StarBase and miRTarBase databases, we estimated the targeting microRNAs and long chain non-coding RNAs.
We demonstrated that the identified pyroptosis-related genes primarily modulated bacterial defense activities, as well as inflammasome immune response and assembly. Moreover, they were intricately linked to neutrophil and macrophage infiltration. Furthermore, we validated the tissue contents of hub genes AIM2, NLPR6, and CASP5 and examined potential associations with clinical variables. We also developed a competitive endogenous RNA (ceRNA) modulatory axis to examine possible underlying molecular mechanisms.
We found AIM2, CASP5, and NLRP6, three hub genes for pyroptosis in chronic rhinosinusitis with nasal polyps, by biological analysis, experimental validation, and clinical variable validation.
伴鼻息肉的慢性鼻-鼻窦炎(CRSwNP)是一种免疫性疾病,细胞焦亡作为一种基于炎症的细胞死亡方式,严格调控着CRSwNP的病理过程,然而参与CRSwNP的细胞焦亡基因及机制仍不清楚。在此,我们通过生物信息学分析和基于组织的验证,探索了CRSwNP中细胞焦亡和免疫调节的疾病生物标志物及潜在治疗靶点。
我们从基因表达综合数据库中检索了高通量数据集GSE136825的转录谱,以及从GeneCards中获取的170个细胞焦亡相关基因的表达。使用R语言,我们鉴定了差异表达的细胞焦亡相关基因,并通过基因本体论、京都基因与基因组百科全书通路、免疫浸润和蛋白质-蛋白质相互作用(PPI)网络分析来研究上述基因的潜在生物学功能,从而生成一个枢纽基因列表。进而通过实时定量聚合酶链反应(qRT-PCR)、免疫组织化学(IHC)和蛋白质免疫印迹法(WB)对枢纽基因进行验证。最终,利用StarBase和miRTarBase数据库,我们评估了靶向的微小RNA和长链非编码RNA。
我们证明,鉴定出的细胞焦亡相关基因主要调节细菌防御活动以及炎性小体免疫反应和组装。此外,它们与中性粒细胞和巨噬细胞浸润密切相关。此外,我们验证了枢纽基因AIM2、NLPR6和CASP5的组织含量,并研究了其与临床变量的潜在关联。我们还构建了一个竞争性内源性RNA(ceRNA)调控轴来研究可能的潜在分子机制。
通过生物学分析、实验验证和临床变量验证,我们发现了AIM2、CASP5和NLRP6这三个伴鼻息肉的慢性鼻-鼻窦炎中细胞焦亡的枢纽基因。