Qin Lihua, Cao Xi, Huang Tengjia, Liu Yixin, Li Sheng
School of Nursing, Hunan University of Chinese Medicine, Changsha, Hunan, China.
Key Laboratory of Hunan Province for Prevention and Treatment of Integrated Traditional Chinese and Western Medicine on Cardiocerebral Diseases, Hunan University of Chinese Medicine, Changsha, Hunan, China.
Front Nutr. 2024 Sep 18;11:1410431. doi: 10.3389/fnut.2024.1410431. eCollection 2024.
Cerebral ischemia can cause mild damage to local brain nerves due to hypoxia and even lead to irreversible damage due to neuronal cell death. However, the underlying pathogenesis of this phenomenon remains unclear. This study utilized bioinformatics to explore the role of cuproptosis in cerebral ischemic disease and its associated biomarkers.
R software identified the overlap of cerebral ischemia and cuproptosis genes, analyzed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG), and explored hub genes. Expressions and localizations of hub genes in brain tissue, cells, and immune cells were analyzed, along with predictions of protein structures, miRNAs, and transcription factors. A network was constructed depicting hub gene co-expression with miRNAs and interactions with transcription factors. Ferredoxin 1 () expression was determined using qRT-PCR.
Ten cuproptosis-related genes in cerebral ischemia were identified, with GO analysis revealing involvement in acetyl-CoA synthesis, metabolism, mitochondrial function, and iron-sulfur cluster binding. KEGG highlighted processes like the tricarboxylic acid cycle, pyruvate metabolism, and glycolysis/gluconeogenesis. Using the Human Protein Atlas, eight hub genes associated with cuproptosis were verified in brain tissues, hippocampus, and AF22 cells. Lipoyl(octanoyl) transferase 1 (), was undetected, while others were found in mitochondria or both nucleus and mitochondria. These genes were differentially expressed in immune cells. , lipoic acid synthetase (), dihydrolipoamide -acetyltransferase (), pyruvate dehydrogenase E1 component subunit alpha 1 (), , and glutaminase () were predicted to target 111 miRNAs. , , , , , , and dihydrolipoamide dehydrogenase () were predicted to interact with 11, 10, 10, 9, 8, 7, 5, and 4 transcription factors, respectively. Finally, FDX1 expression was significantly upregulated in the hippocampus of ovariectomized rats with ischemia.
This study revealed an association between cerebral ischemic disease and cuproptosis, identifying eight potential target genes. These findings offer new insights into potential biomarkers for the diagnosis, treatment, and prognosis of cerebral ischemia, and provide avenues for the exploration of new medical intervention targets.
脑缺血可因缺氧导致局部脑神经轻度损伤,甚至因神经元细胞死亡而导致不可逆损伤。然而,这一现象的潜在发病机制仍不清楚。本研究利用生物信息学方法探讨铜死亡在脑缺血疾病中的作用及其相关生物标志物。
运用R软件确定脑缺血与铜死亡基因的重叠情况,分析基因本体论(GO)和京都基因与基因组百科全书(KEGG),并探索核心基因。分析核心基因在脑组织、细胞和免疫细胞中的表达及定位,同时预测蛋白质结构、微小RNA(miRNA)和转录因子。构建了描绘核心基因与miRNA共表达以及与转录因子相互作用的网络。采用qRT-PCR法检测铁氧化还原蛋白1(FDX1)的表达。
确定了脑缺血中10个与铜死亡相关的基因,GO分析显示其参与乙酰辅酶A合成、代谢、线粒体功能和铁硫簇结合。KEGG突出了三羧酸循环、丙酮酸代谢和糖酵解/糖异生等过程。利用人类蛋白质图谱,在脑组织、海马体和AF22细胞中验证了8个与铜死亡相关的核心基因。未检测到硫辛酰(辛酰)转移酶1(LIAS),而其他基因则在线粒体或细胞核和线粒体中均有发现。这些基因在免疫细胞中差异表达。FDX1、硫辛酸合成酶(LIPT1)、二氢硫辛酰胺转乙酰基酶(DLAT)、丙酮酸脱氢酶E1组分α亚基1(PDHA1)、LIAS和谷氨酰胺酶(GLS)预计靶向111个miRNA。FDX1、LIPT1、DLAT、PDHA1、LIAS、GLS和二氢硫辛酰胺脱氢酶(DLD)预计分别与11、10、10、9、8、7、5和4个转录因子相互作用。最后,在缺血的去卵巢大鼠海马体中,FDX1表达显著上调。
本研究揭示了脑缺血疾病与铜死亡之间的关联,确定了8个潜在的靶基因。这些发现为脑缺血的诊断、治疗和预后提供了潜在生物标志物的新见解,并为探索新的医学干预靶点提供了途径。