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鉴定脊髓损伤中的免疫相关枢纽基因。

Identification of immune-related hub genes in spinal cord injury.

机构信息

Medicine Research Institute/Hubei Key Laboratory of Diabetes and Angiopathy, Xianning Medical College, Hubei University of Science and Technology, Xianning, 437100, Hubei, People's Republic of China.

School of Basic Medical Sciences, Xianning Medical College, Hubei University of Science and Technology, Hubei University of Science and Technology, Xianning, 437100, Hubei, People's Republic of China.

出版信息

Eur J Med Res. 2024 Oct 4;29(1):483. doi: 10.1186/s40001-024-02075-0.

Abstract

OBJECTIVES

Immune regulation is a pivotal factor in the pathogenesis and repair of spinal cord injury (SCI). This study aims to explore potential immune center genes associated with spinal cord injury.

METHODS

The public data set GSE151371 was obtained from the GEO database. The R software package "limma" was used to identify differentially expressed genes (DEGs) in SCI. GO, KEGG and GSEA pathway analyses were performed using the DEGs. The key module genes related to spinal cord injury were selected through WGCNA analysis. Overlapping genes were extracted from WGCNA, DEGs, and immune-related genes. LASSO analysis was employed to identify central genes associated with SCI immunity. Pearson correlation analysis assessed the correlation between hub genes and immune cells in SCI. In addition, we further investigated the hub genes' expression, diagnostic potential, function, and targeted drugs.

RESULTS

We have identified three immunity-related hub genes (ABHD5, EDNRB, EDN3). Immune infiltration analysis showed that the hub gene was significantly associated with resting NK cells, M2 macrophages, and monocytes in the immune microenvironment of SCI. ROC analysis demonstrated that these hub genes have favorable diagnostic performance for SCI. Functional analysis revealed that ABHD5 is primarily associated with lipid metabolism pathways, while EDN3 and EDNRB are mainly involved in endothelin, downstream GPCR signaling, and ERK signaling transduction. In addition, we identified six potential targeted drugs based on our findings.

CONCLUSIONS

ABHD5, EDNRB, and EDN3 are involved in processes such as SCI progression or repair through immunomodulation and deserve further study.

摘要

目的

免疫调节是脊髓损伤(SCI)发病机制和修复的关键因素。本研究旨在探索与脊髓损伤相关的潜在免疫中枢基因。

方法

从 GEO 数据库中获取公共数据集 GSE151371。使用 R 软件包“limma”鉴定 SCI 中的差异表达基因(DEGs)。使用 DEGs 进行 GO、KEGG 和 GSEA 通路分析。通过 WGCNA 分析选择与脊髓损伤相关的关键模块基因。从 WGCNA、DEGs 和免疫相关基因中提取重叠基因。使用 LASSO 分析鉴定与 SCI 免疫相关的中枢基因。Pearson 相关分析评估中枢基因与 SCI 中免疫细胞的相关性。此外,我们进一步研究了中枢基因的表达、诊断潜力、功能和靶向药物。

结果

我们确定了三个与免疫相关的中枢基因(ABHD5、EDNRB、EDN3)。免疫浸润分析表明,中枢基因与 SCI 免疫微环境中的静止 NK 细胞、M2 巨噬细胞和单核细胞显著相关。ROC 分析表明这些中枢基因对 SCI 具有良好的诊断性能。功能分析表明,ABHD5 主要与脂质代谢途径相关,而 EDN3 和 EDNRB 主要参与内皮素、下游 GPCR 信号转导和 ERK 信号转导。此外,我们根据研究结果确定了六种潜在的靶向药物。

结论

ABHD5、EDNRB 和 EDN3 通过免疫调节参与 SCI 进展或修复等过程,值得进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7fe/11451166/28d15db1979d/40001_2024_2075_Fig1_HTML.jpg

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