与强直性脊柱炎免疫细胞浸润相关的新型自噬相关血液生物标志物

Hanbing Song, Hongpeng Liu, XiaoDong Li, Bing Lv, Zonghan Tang, Qipeng Chen, Danqi Zhang, Fei Wang
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引用次数: 0

摘要

背景:强直性脊柱炎(AS)是一种主要影响骶髂关节和脊柱关节的风湿性免疫疾病,本研究旨在寻找新的治疗靶点并探索其分子机制。尽管进行了广泛的研究,但AS的确切病因仍不清楚。研究小组利用生物信息学方法来实现他们的目标。方法:从GEO数据库下载GSE73754数据集。自噬相关基因(ARGs)从人类自噬专用数据库中收集。利用limma包筛选差异表达基因(differential expression genes, DEGs),然后与自噬相关基因(autophagy-related genes, ARGs)交叉鉴定差异表达自噬相关基因(differentialexpressed autophagy-related genes, DEARGs)。随后,使用clusterProfiler包对与AS相关的dearg进行GO-BP和KEGG富集分析。利用Cytoscape软件cytoHubba插件对核心基因进行鉴定,并通过临床血液样本进行验证。此外,利用Cell算法评估免疫细胞浸润比例。结果:共鉴定出29个DEARGs,通过功能富集分析发现它们主要富集于自噬、凋亡和坏死下垂。两个核心基因HSPA5和SQSTM1被证实在AS中具有诊断价值。免疫细胞浸润分析显示,CD8+ T细胞、CD8+ T效应记忆(Tem)、自然杀伤(NK)细胞、T γ δ (Tgd)细胞和T辅助1 (Th1)细胞是as发展的主要参与者。此外,HSPA5的表达与Th1细胞、CD8+ T细胞、CD4+记忆细胞和巨噬细胞显著相关。结论:本研究提示HSPA5和SQSTM1可作为as的诊断标志物。这些发现为识别AS患者全血中的关键mrna奠定了基础,这可能有助于开发新的AS标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Novel Autophagy-Related Blood Biomarkers Associated with Immune Cell Infiltration in Ankylosing Spondylitis
Background: This study aims to identify new therapeutic targets and explore the molecular mechanism of ankylosing spondylitis (AS), a rheumatic immune disease that mainly affects the sacroiliac and spinal joints. Despite extensive research, the exact cause of AS is still unknown. The research team utilized a bioinformatics approach to achieve their objectives.
Methods: The GSE73754 dataset was downloaded from GEO database. Autophagy-related genes (ARGs) were collected from the Human Autophagy-dedicated Database. The limma package was used to screen for differentially expressed genes (DEGs), which were then intersected with the autophagy-related genes (ARGs) to identify differentially expressed autophagy-related genes (DEARGs). Subsequently, the DEARGs associated with AS were subjected to GO-BP and KEGG enrichment analyses using the clusterProfiler package. Core genes were identified using the cytoHubba plug-in of Cytoscape and were validated by clinical blood samples. Additionally, the Cell algorithm was utilized to evaluate the proportion of immune cell infiltration.
Results: A total of 29 DEARGs were identified, which were found to be mainly enriched in autophagy, apoptosis, and necroptosis through functional enrichment analysis. Two core genes, HSPA5 and SQSTM1, were confirmed to have diagnostic value in AS. Immune cell infiltration analysis revealed CD8+ T cells, CD8+ T effector memory (Tem), natural killer (NK) cells, T gamma delta (Tgd) cells, and T-helper 1 (Th1) cells as major participants in AS development. Furthermore, HSPA5 expression was significantly correlated with Th1 cells, CD8+ T cells, CD4+ memory cells, and macrophages.
Conclusion: This study suggested that HSPA5 and SQSTM1 can serve as useful diagnostic biomarkers for AS. These findings lay the foundation for identifying crucial mRNAs in the whole blood of AS patients, which may aid in the development of novel markers for AS.

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