Integrated Single-Cell and Transcriptome Analysis with Experimental Validation Reveals PANoptosis-Related Gene Signatures in the Immune Microenvironment of Autoimmune Thyroiditis

整合单细胞和转录组分析及实验验证揭示自身免疫性甲状腺炎免疫微环境中与凋亡相关的基因特征

阅读:1

Abstract

PURPOSE: Autoimmune thyroiditis (AIT) is the most common organ-specific autoimmune disease, and its pathogenesis is closely related to the inflammatory microenvironment driven by immune cell penetration. The role of the newly proposed concept of PANoptosis in immune-related diseases is gradually being revealed. However, there is currently a lack of reports on PANoptosis in AIT. This study aims to clarify the relationship between PANoptosis gene, cell subgroup distribution, immune penetration, and AIT through a comprehensive analysis of scRNA-seq and bulk RNA-seq data combined with animal and clinical validation. PATIENTS AND METHODS: Initially, we integrated bulk RNA-seq and scRNA-seq data from AIT in public databases to identify immune cell subpopulations and the distribution and abundance of PANoptosis within them. Subsequently, we applied ssGSEA to assess the association between immune cell infiltration and inflammatory responses in AIT patients versus healthy individuals. Furthermore, we utilized the WGCNA tool to integrate PANoptosis genes with immune functions and screened for gene modules most significantly correlated with the immune-inflammatory effects of AIT. Finally, an animal model was established and clinical samples were collected for RT-qPCR, immunohistochemical staining,Enzyme-linked immunosorbent assay (ELISA) and ROC curve to predict the diagnostic value for further verification. RESULTS: Through bioinformatics analysis, we identified 14 functionally heterogeneous cell subpopulations and 5 differentially expressed PANoptosis-related genes (AIM2, ZBP1, NLRP6, MLKL, and FAS). Experimental validation revealed that these differentially expressed genes were significantly upregulated in autoimmune thyroiditis (AIT). Moreover, they might promote the infiltration of inflammatory lymphocytes and the secretion of inflammatory cytokines in thyroid tissue through the PANoptosis pathway, with AIM2 potentially playing a central role. CONCLUSION: In summary, our study reveals the characteristics of the immune microenvironment of AIT and highlights the clinical potential of PANoptosis-Related genes (AIM2, ZBP1, NLRP6, MLKL, and FAS) as diagnostic biomarkers.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。