Identification of potential therapeutic targets from bioinformatics analysis of necroptosis and immune infiltration in acute myocardial infarction

IF 1.5 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS
Likang Ma, Keyuan Chen, Jiakang Li, Linfeng Xie, Zhaofeng Zhang, Mohammad Zarif, Tianci Chai, Qingsong Wu, Liangwan Chen, Zhihuang Qiu
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Abstract

Acute myocardial infarction (AMI) is a serious, deadly disease with a high incidence. However, it remains unclear how necroptosis affects the pathophysiology of AMI. Using bioinformatic analyses, this study investigated necroptosis in AMI. We obtained the GSE66360 dataset related to AMI by the GEO database. Venn diagrams were used to identify necroptosis-related differential genes (NRDEGs). The genes with differential expression in AMI were analyzed using gene set enrichment analysis, and a PPI network was established. A transcription factor prediction and enrichment analysis were conducted for the NRDEGs, and the relationships between AMI, NRDEGs, and immune cells were determined. Finally, in the additional dataset, NRDEG expression levels, immune infiltration, and ROC curve analysis were confirmed, and gene expression levels were further verified experimentally. GSEA revealed that necroptosis pathways were significantly enriched in AMI. We identified 10 NRDEGs, including TNF, TLR4, FTH1 and so on. Enrichment analysis indicated that the NOD-like receptor and NF-kappa B signaling pathways were significantly enriched. Four NRDEGs, FTH1, IFNGR1, STAT3, and TLR4, were identified; however, additional datasets and further experimental validation are required to confirm their roles. In addition, we determined that a high abundance of macrophages and neutrophils prompted AMI development. In this study, four potential genes that affect the development of AMI through necroptosis (FTH1, IFNGR1, STAT3, and TLR4) were identified. In addition, we found that a high abundance of macrophages and neutrophils affected AMI. This helps determine the pathological mechanism of necroptosis and immune cells that influence AMI and provides a novel strategy for targeted therapy.
从急性心肌梗死坏死和免疫浸润的生物信息学分析中识别潜在治疗靶点
急性心肌梗死(AMI)是一种严重的致命疾病,发病率很高。然而,目前仍不清楚坏死是如何影响急性心肌梗死的病理生理学的。本研究通过生物信息学分析研究了 AMI 中的坏死。我们从 GEO 数据库中获得了与 AMI 相关的 GSE66360 数据集。我们使用维恩图识别了与坏死相关的差异基因(NRDEGs)。利用基因组富集分析对 AMI 中差异表达的基因进行分析,并建立了一个 PPI 网络。对 NRDEGs 进行了转录因子预测和富集分析,并确定了 AMI、NRDEGs 和免疫细胞之间的关系。最后,在附加数据集中,确认了 NRDEG 表达水平、免疫浸润和 ROC 曲线分析,并通过实验进一步验证了基因表达水平。GSEA显示,坏死通路在AMI中明显富集。我们发现了10个NRDEGs,包括TNF、TLR4、FTH1等。富集分析表明,NOD样受体和NF-kappa B信号通路明显富集。我们发现了四个 NRDEGs,即 FTH1、IFNGR1、STAT3 和 TLR4,但要确认它们的作用还需要更多的数据集和进一步的实验验证。此外,我们还发现,巨噬细胞和中性粒细胞的大量存在也会诱发 AMI。在这项研究中,我们发现了四个潜在基因(FTH1、IFNGR1、STAT3 和 TLR4)可通过坏死作用影响 AMI 的发生。此外,我们还发现巨噬细胞和中性粒细胞的高丰度会影响 AMI。这有助于确定影响 AMI 的坏死和免疫细胞的病理机制,并为靶向治疗提供了一种新策略。
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来源期刊
Journal of Cardiothoracic Surgery
Journal of Cardiothoracic Surgery 医学-心血管系统
CiteScore
2.50
自引率
6.20%
发文量
286
审稿时长
4-8 weeks
期刊介绍: Journal of Cardiothoracic Surgery is an open access journal that encompasses all aspects of research in the field of Cardiology, and Cardiothoracic and Vascular Surgery. The journal publishes original scientific research documenting clinical and experimental advances in cardiac, vascular and thoracic surgery, and related fields. Topics of interest include surgical techniques, survival rates, surgical complications and their outcomes; along with basic sciences, pediatric conditions, transplantations and clinical trials. Journal of Cardiothoracic Surgery is of interest to cardiothoracic and vascular surgeons, cardiothoracic anaesthesiologists, cardiologists, chest physicians, and allied health professionals.
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