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探讨肾移植中缺血再灌注损伤和抗体介导排斥反应的共有基因特征和生物学机制。

Exploration of the shared gene signatures and biological mechanisms between ischemia-reperfusion injury and antibody-mediated rejection in renal transplantation.

机构信息

Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.

Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.

出版信息

Transpl Immunol. 2024 Apr;83:102001. doi: 10.1016/j.trim.2024.102001. Epub 2024 Jan 22.

Abstract

BACKGROUND

Antibody-mediated rejection (ABMR) plays a crucial role in graft loss during allogeneic renal transplantation. In renal transplantation, ischemia-reperfusion injury (IRI) is unavoidable, serves as a major contributor to acute rejection, and is linked to graft loss. However, the mechanisms underlying IRI and ABMR are unclear. Therefore, this study aimed to investigate the shared genetic characteristics and biological mechanisms between IRI and ABMR.

METHODS

Gene expressions for IRI (GSE43974) and ABMR (GSE129166 and GSE36059) were retrieved from the Gene Expression Omnibus database. The shared differentially expressed genes (DEGs) of IRI and ABMR were identified, and subsequent functional enrichment analysis was performed. Immune cell infiltration in ABMR and its relationship with the shared DEGs were investigated using the CIBERSORT method. Random forest analysis, a protein-protein interaction network, and Cytoscape were used to screen hub genes, which were subsequently subjected to gene set enrichment analysis, miRNA prediction, and transcription factors analysis. The survival analysis was performed through Kaplan-Meier curves. Finally, drug compound prediction was performed on the shared DEGs using the Drug Signature Database.

RESULTS

Overall, 27 shared DEGs were identified between the renal IRI and ABMR groups. Among these, 24 genes exhibited increased co-expression, whereas none showed decreased co-expression. The shared DEGs were primarily enriched in the inflammation signaling pathways. Notably, CD4 memory T cells were identified as potential critical mediators of IRI, leading to ABMR. Tumor necrosis factor alpha-induced protein 3 (TNFAIP3), interferon regulatory factor 1 (IRF1), and early growth response 2 (EGR2) were identified as key components in the potential mechanism that link IRI and ABMR. Patients undergoing renal transplantation with higher expression levels of TNFAIP3, IRF1, and EGR2 exhibited decreased survival rates compared to those with lower expression levels.

CONCLUSION

Inflammation is a key mechanism that links IRI and ABMR, with a potential role played by CD4 memory T cells. Furthermore, TNFAIP3, IRF1, and EGR2 are implicated in the underlying mechanism between IRI and ABMR.

摘要

背景

抗体介导的排斥反应(ABMR)在同种异体肾移植中导致移植物丢失方面起着至关重要的作用。在肾移植中,缺血再灌注损伤(IRI)是不可避免的,是急性排斥反应的主要原因,并与移植物丢失有关。然而,IRI 和 ABMR 的机制尚不清楚。因此,本研究旨在探讨 IRI 和 ABMR 之间的共同遗传特征和生物学机制。

方法

从基因表达综合数据库中检索 IRI(GSE43974)和 ABMR(GSE129166 和 GSE36059)的基因表达。确定 IRI 和 ABMR 的共同差异表达基因(DEG),并进行后续的功能富集分析。使用 CIBERSORT 方法研究 ABMR 中的免疫细胞浸润及其与共同 DEG 的关系。使用随机森林分析、蛋白质-蛋白质相互作用网络和 Cytoscape 筛选枢纽基因,随后进行基因集富集分析、miRNA 预测和转录因子分析。通过 Kaplan-Meier 曲线进行生存分析。最后,使用药物特征数据库对共同 DEG 进行药物化合物预测。

结果

总体而言,在肾 IRI 和 ABMR 组之间确定了 27 个共同的 DEG。其中,24 个基因表现出增加的共表达,而没有基因表现出减少的共表达。共同的 DEG 主要富集在炎症信号通路中。值得注意的是,CD4 记忆 T 细胞被认为是导致 IRI 导致 ABMR 的潜在关键介质。肿瘤坏死因子-α诱导蛋白 3(TNFAIP3)、干扰素调节因子 1(IRF1)和早期生长反应 2(EGR2)被确定为连接 IRI 和 ABMR 的潜在机制中的关键组成部分。与表达水平较低的患者相比,接受肾移植且 TNFAIP3、IRF1 和 EGR2 表达水平较高的患者生存率降低。

结论

炎症是连接 IRI 和 ABMR 的关键机制,CD4 记忆 T 细胞可能发挥作用。此外,TNFAIP3、IRF1 和 EGR2 参与了 IRI 和 ABMR 之间的潜在机制。

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