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两种急性肾损伤模型中成纤维细胞活化相关基因的鉴定

Identification of fibroblast activation-related genes in two acute kidney injury models.

作者信息

Deng Weiming, Wei Xiangling, Dong Zhanwen, Zhang Jinhua, Huang Zhengyu, Na Ning

机构信息

Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China.

出版信息

PeerJ. 2021 Mar 18;9:e10926. doi: 10.7717/peerj.10926. eCollection 2021.

Abstract

BACKGROUND

Ischemia-reperfusion injury and drug-induced nephrotoxicity are the two most common reasons for acute kidney injury (AKI). However, little attention has been paid to early activation of fibroblasts in the progression of AKI to chronic kidney disease (CKD). The present study aimed to identify related genes and pathways on fibroblast activation in two mouse models of AKI: ischemia-reperfusion injury (IRI) model and folic acid (FA)-induced injury model.

METHODS

The microarray expression profiles of GSE62732 and GSE121190 were downloaded from the GEO database, and the differentially expressed genes (DEGs) was analyzed using the Limma package of R software. Principal component analysis (PCA) was also performed using R. The functional information of gene products was annotated by Gene Ontology (GO) and DAVID online database, and the pathway analysis was carried out by using the Kyoto Encyclopedia of Genes and Genomes pathway (KEGG) database. Protein-protein interactions (PPI) network was constructed by STRING and Cytoscape. Furthermore, in the Hypoxia/Reoxygenation (H/R) model, the morphological changes of cells were observed under microscope and the expression of the hub genes in NRK-49F cells were validated by qRT-PCR assays.

RESULTS

A total of 457 DEGs were identified. Among these, 215 DEGs were upregulated and 242 DEGs were downregulated in the acute injured samples compared with uninjured samples. The GO enrichment analysis indicated that these DEGs were mainly involved in transport, the oxidation-reduction process, the metabolic process, metal ion binding, hydrolase activity, and oxidoreductase activity. The KEGG analysis revealed that these DEGs were significantly enriched in the PI3K-Akt signaling pathway, protein digestion and absorption pathway, and focal adhesion pathway. The hub genes including Hnf4α, Pck1 and Timp1 were validated by the qRT-PCR assay in NRK-49F cells in the H/R model.

CONCLUSIONS

Hnf4α, Pck1 and Timp-1 may play a pivotal role in the early activation of fibroblasts, providing novel therapeutic strategies for early prediction and treatment of renal fibrosis.

摘要

背景

缺血再灌注损伤和药物性肾毒性是急性肾损伤(AKI)最常见的两个原因。然而,在AKI进展为慢性肾脏病(CKD)过程中,成纤维细胞的早期激活很少受到关注。本研究旨在确定急性肾损伤的两种小鼠模型(缺血再灌注损伤(IRI)模型和叶酸(FA)诱导损伤模型)中成纤维细胞激活的相关基因和通路。

方法

从基因表达综合数据库(GEO数据库)下载GSE62732和GSE121190的微阵列表达谱,并使用R软件的Limma软件包分析差异表达基因(DEGs)。还使用R进行主成分分析(PCA)。基因产物的功能信息通过基因本体论(GO)和DAVID在线数据库进行注释,并使用京都基因与基因组百科全书通路(KEGG)数据库进行通路分析。通过STRING和Cytoscape构建蛋白质-蛋白质相互作用(PPI)网络。此外,在缺氧/复氧(H/R)模型中,在显微镜下观察细胞的形态变化,并通过qRT-PCR分析验证NRK-49F细胞中枢纽基因的表达。

结果

共鉴定出457个差异表达基因。其中,与未损伤样本相比,急性损伤样本中有215个差异表达基因上调,242个差异表达基因下调。GO富集分析表明,这些差异表达基因主要参与转运、氧化还原过程、代谢过程、金属离子结合、水解酶活性和氧化还原酶活性。KEGG分析显示,这些差异表达基因在PI3K-Akt信号通路、蛋白质消化和吸收通路以及粘着斑通路中显著富集。在H/R模型中,通过qRT-PCR分析在NRK-49F细胞中验证了包括Hnf4α、Pck1和Timp1在内的枢纽基因。

结论

Hnf4α、Pck1和Timp-1可能在成纤维细胞的早期激活中起关键作用,为肾纤维化的早期预测和治疗提供了新的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4fb5/7982076/9958521e9184/peerj-09-10926-g001.jpg

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