Li Chaochen, Wu Chunshuai, Ji Chunyan, Xu Guanhua, Chen Jiajia, Zhang Jinlong, Hong Hongxiang, Liu Yang, Cui Zhiming
The Affiliated Hospital 2 of Nantong University, Nantong University, The First People's Hospital of Nantong, Nantong, China.
Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China.
Front Cell Neurosci. 2023 May 9;17:1132015. doi: 10.3389/fncel.2023.1132015. eCollection 2023.
Spinal cord injury (SCI) is a severe central nervous system injury that leads to significant sensory and motor impairment. Copper, an essential trace element in the human body, plays a vital role in various biological functions and is strictly regulated by copper chaperones and transporters. Cuproptosis, a novel type of metal ion-induced cell death, is distinct from iron deprivation. Copper deprivation is closely associated with mitochondrial metabolism and mediated by protein fatty acid acylation.
In this study, we investigated the effects of cuproptosis-related genes (CRGs) on disease progression and the immune microenvironment in acute spinal cord injury (ASCI) patients. We obtained the gene expression profiles of peripheral blood leukocytes from ASCI patients using the Gene Expression Omnibus (GEO) database. We performed differential gene analysis, constructed protein-protein interaction networks, conducted weighted gene co-expression network analysis (WGCNA), and built a risk model.
Our analysis revealed that dihydrolipoamide dehydrogenase (DLD), a regulator of copper toxicity, was significantly associated with ASCI, and DLD expression was significantly upregulated after ASCI. Furthermore, gene ontology (GO) enrichment analysis and gene set variation analysis (GSVA) showed abnormal activation of metabolism-related processes. Immune infiltration analysis indicated a significant decrease in T cell numbers in ASCI patients, while M2 macrophage numbers were significantly increased and positively correlated with DLD expression.
In summary, our study demonstrated that DLD affects the ASCI immune microenvironment by promoting copper toxicity, leading to increased peripheral M2 macrophage polarization and systemic immunosuppression. Thus, DLD has potential as a promising biomarker for ASCI, providing a foundation for future clinical interventions.
脊髓损伤(SCI)是一种严重的中枢神经系统损伤,会导致显著的感觉和运动功能障碍。铜是人体必需的微量元素,在各种生物学功能中发挥着至关重要的作用,并受到铜伴侣蛋白和转运蛋白的严格调控。铜死亡是一种新型的金属离子诱导的细胞死亡,与铁缺乏不同。铜缺乏与线粒体代谢密切相关,并由蛋白质脂肪酸酰化介导。
在本研究中,我们调查了铜死亡相关基因(CRGs)对急性脊髓损伤(ASCI)患者疾病进展和免疫微环境的影响。我们使用基因表达综合数据库(GEO)获得了ASCI患者外周血白细胞的基因表达谱。我们进行了差异基因分析,构建了蛋白质-蛋白质相互作用网络,进行了加权基因共表达网络分析(WGCNA),并建立了风险模型。
我们的分析显示,铜毒性调节剂二氢硫辛酰胺脱氢酶(DLD)与ASCI显著相关,且ASCI后DLD表达显著上调。此外,基因本体(GO)富集分析和基因集变异分析(GSVA)显示代谢相关过程异常激活。免疫浸润分析表明,ASCI患者的T细胞数量显著减少,而M2巨噬细胞数量显著增加,且与DLD表达呈正相关。
总之,我们的研究表明,DLD通过促进铜毒性影响ASCI免疫微环境,导致外周M2巨噬细胞极化增加和全身免疫抑制。因此,DLD有潜力成为ASCI的一个有前景的生物标志物,为未来的临床干预提供基础。