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转录组学分析揭示了心肌缺血再灌注损伤中脂质代谢相关基因的调控特征及潜在治疗药物。

Transcriptomic analysis reveals the lipid metabolism-related gene regulatory characteristics and potential therapeutic agents for myocardial ischemia-reperfusion injury.

作者信息

Wu Jiahe, Cai Huanhuan, Hu Xiaorong, Wu Wei

机构信息

Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, China.

Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, China.

出版信息

Front Cardiovasc Med. 2024 Jan 29;11:1281429. doi: 10.3389/fcvm.2024.1281429. eCollection 2024.

Abstract

BACKGROUND

Impaired energy balance caused by lipid metabolism dysregulation is an essential mechanism of myocardial ischemia-reperfusion injury (MI/RI). This study aims to explore the lipid metabolism-related gene (LMRG) expression patterns in MI/RI and to find potential therapeutic agents.

METHODS

Differential expression analysis was performed to screen the differentially expressed genes (DEGs) and LMRGs in the MI/RI-related dataset GSE61592. Enrichment and protein-protein interaction (PPI) analyses were performed to identify the key signaling pathways and genes. The expression trends of key LMRGs were validated by external datasets GSE160516 and GSE4105. The corresponding online databases predicted miRNAs, transcription factors (TFs), and potential therapeutic agents targeting key LMRGs. Finally, the identified LMRGs were confirmed in the H9C2 cell hypoxia-reoxygenation (H/R) model and the mouse MI/RI model.

RESULTS

Enrichment analysis suggested that the "lipid metabolic process" was one of the critical pathways in MI/RI. Further differential expression analysis and PPI analysis identified 120 differentially expressed LMRGs and 15 key LMRGs. 126 miRNAs, 55 TFs, and 51 therapeutic agents were identified targeting these key LMRGs. Lastly, the expression trends of Acadm, Acadvl, and Suclg1 were confirmed by the external datasets, the H/R model and the MI/RI model.

CONCLUSION

Acadm, Acadvl, and Suclg1 may be the key genes involved in the MI/RI-related lipid metabolism dysregulation; and acting upon these factors may serve as a potential therapeutic strategy.

摘要

背景

脂质代谢失调导致的能量平衡受损是心肌缺血再灌注损伤(MI/RI)的重要机制。本研究旨在探讨MI/RI中脂质代谢相关基因(LMRG)的表达模式,并寻找潜在的治疗药物。

方法

进行差异表达分析,以筛选MI/RI相关数据集GSE61592中的差异表达基因(DEG)和LMRG。进行富集分析和蛋白质-蛋白质相互作用(PPI)分析,以确定关键信号通路和基因。通过外部数据集GSE160516和GSE4105验证关键LMRG的表达趋势。相应的在线数据库预测了靶向关键LMRG的miRNA、转录因子(TF)和潜在治疗药物。最后,在H9C2细胞缺氧复氧(H/R)模型和小鼠MI/RI模型中对鉴定出的LMRG进行验证。

结果

富集分析表明,“脂质代谢过程”是MI/RI中的关键通路之一。进一步的差异表达分析和PPI分析确定了120个差异表达的LMRG和15个关键LMRG。鉴定出靶向这些关键LMRG的126个miRNA、55个TF和51种治疗药物。最后,通过外部数据集、H/R模型和MI/RI模型证实了Acadm、Acadvl和Suclg1的表达趋势。

结论

Acadm、Acadvl和Suclg1可能是参与MI/RI相关脂质代谢失调的关键基因;作用于这些因子可能是一种潜在的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f31/10859419/5e9b76d97c50/fcvm-11-1281429-g001.jpg

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