脊髓损伤中轴突再生基因与免疫浸润的相互作用。

IF 7.5 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Zimin Xiang, Dingxi Fang, Danping Gao, Qi Zhang, Yuxuan Zhang, Yuping Sun, Liyan Li, Xiaoqian Zhang, Jiaxin Li, Lingzhi Ding
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引用次数: 0

摘要

背景:脊髓损伤(SCI)影响神经功能和再生。本研究旨在确定脊髓损伤关键轴突再生基因及其与免疫浸润和脊髓损伤亚型的相关性。方法:从GSE5296、GSE47681和GSE93561数据集中获取30只假手术小鼠和29只SCI小鼠的基因表达谱。构建了轴突再生基因的PPI网络。共识聚类对SCI亚型进行分类。差异表达分析鉴定出与脊髓损伤及其亚型相关的基因。评估免疫浸润。WGCNA鉴定出关键基因。探索靶向中枢基因的潜在药物。建立脊髓损伤小鼠模型,HE染色观察病理变化。利用qRT-PCR和Western blotting在小鼠脊髓组织中验证了5个关键轴突再生相关基因的失调。结果:我们鉴定出2971个与SCI相关的基因,包括19个轴突再生相关基因和144个差异表达的转录因子,其中Jun是高度互联的。免疫细胞丰度的显著改变与轴突再生基因相关。共识聚类将SCI样本分为两个亚型。WGCNA鉴定出21个与SCI亚型相关的中枢基因。药物-基因相互作用分析发现Itgam和Ptprc是潜在的治疗靶点。验证实验显示,与对照组相比,SCI模型组Fn1、Sdc1、Cspg4表达显著上调,Col4a1、Lamb1表达下调。结论:我们的研究阐明了脊髓损伤中轴突再生基因、免疫浸润和转录调控之间的相互作用。验证实验证实了脊髓损伤小鼠轴突再生相关关键基因的失调,支持其在脊髓损伤病理中的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interplay of axon regeneration genes and immune infiltration in spinal cord injury.

Background: Spinal Cord Injury (SCI) impacts neural function and regeneration. This study aimed to identify key axon regeneration genes in SCI and their correlations with immune infiltration and SCI subtyping.

Methods: Gene expression profiles of 30 sham-operated mice and 29 SCI mice were obtained from GSE5296, GSE47681, and GSE93561 datasets. A PPI network of axon regeneration genes was constructed. Consensus clustering classified SCI subtypes. Differential expression analysis identified genes associated with SCI and its subtypes. Immune infiltration was assessed. WGCNA identified key genes. Potential drugs targeting hub genes were explored. An SCI mouse model was established and subjected to HE staining to assess pathological changes. The dysregulation of five key axon regeneration-related genes was validated in mouse spinal cord tissues using qRT-PCR and Western blotting.

Results: We identified 2,971 genes associated with SCI, including 19 axon regeneration-related genes, and 144 differentially expressed transcription factors, with Jun being highly interconnected. Significant alterations in immune cell abundance correlated with axon regeneration genes. Consensus clustering stratified SCI samples into two subtypes. WGCNA identified 21 hub genes associated with SCI subtypes. Drug-gene interaction analysis identified Itgam and Ptprc as potential therapeutic targets. Validation experiments showed significant upregulation of Fn1, Sdc1, and Cspg4, and downregulation of Col4a1 and Lamb1 in the SCI model group compared to controls.

Conclusions: Our study elucidates the interplay among axon regeneration genes, immune infiltration, and transcriptional regulation in SCI. Validation experiments confirmed the dysregulation of key axon regeneration-related genes in SCI mice, supporting their role in SCI pathology.

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来源期刊
Journal of Translational Medicine
Journal of Translational Medicine 医学-医学:研究与实验
CiteScore
10.00
自引率
1.40%
发文量
537
审稿时长
1 months
期刊介绍: The Journal of Translational Medicine is an open-access journal that publishes articles focusing on information derived from human experimentation to enhance communication between basic and clinical science. It covers all areas of translational medicine.
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