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Identification of hub genes correlated with the initiation and development in chronic kidney disease via bioinformatics analysis

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机构: [1]Department of Nephrology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China. [2]Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China. [3]Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China. [4]Department of Urology, Tongren Hospital of Wuhan University, Wuhan Third Hospital, Wuhan 430060, China. [5]Department of Pathology, Renmin Hospital of Wuhan University, Wuhan 430060, China. [6]Central Laboratory, Renmin Hospital of Wuhan University, Wuhan 430060, China.
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Introduction: Chronic kidney disease (CKD) is a major public health issue worldwide, which is characterized by irreversible loss of nephron and renal function. However, the molecular mechanism of CKD remains underexplored. Methods: This study integrated three transcriptional profile datasets to investigate the molecular mechanism of CKD. The differentially expressed genes (DEGs) between Con and unilateral ureteral obstruction (UUO)-operated mice were analyzed by utilizing the limma package in R. The shared DEGs were analyzed by Gene Ontology (GO) and functional enrichment. Protein-protein interactions (PPI) were constructed by utilizing the STRING database. Hub genes were analyzed by MCODE and Cytohubba. We further validated the gene expression by using the other dataset and mice UUO model.Results: A total of 315 shared DEGs between Con and UUO samples were identified. Gene function and KEGG pathway enrichment revealed that DEGs were mainly enriched in inflammatory response, immune system process and chemokine signaling pathway. Two modules were clustered based on PPI network analysis. Module 1 contained 13 genes, related to macrophage activation, migration, and chemotaxis. Ten hub genes were identified by PPI network analysis. Subsequently, the expression levels of hub genes were validated with the other dataset. Finally, these four validated hub genes were further confirmed by our UUO mice. Three validated hub genes, Gng2, Pf4 and Ccl9, showed significant response to UUO.Conclusion: Our study reveals the coordination of genes during UUO, and provides a promising gene panel CKD treatment. GNG2 and PF4 were identified as potential targets for developing CKD drugs.

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出版当年[2022]版:
大类 | 4 区 医学
小类 | 3 区 泌尿学与肾脏学 4 区 外周血管病 4 区 生理学
最新[2023]版:
大类 | 4 区 医学
小类 | 3 区 生理学 4 区 外周血管病 4 区 泌尿学与肾脏学
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出版当年[2021]版:
Q2 PHYSIOLOGY Q2 UROLOGY & NEPHROLOGY Q3 PERIPHERAL VASCULAR DISEASE
最新[2023]版:
Q2 PERIPHERAL VASCULAR DISEASE Q2 UROLOGY & NEPHROLOGY Q3 PHYSIOLOGY

影响因子: 最新[2023版] 最新五年平均 出版当年[2021版] 出版当年五年平均 出版前一年[2020版] 出版后一年[2022版]

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第一作者机构: [1]Department of Nephrology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China. [2]Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China.
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通讯机构: [3]Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China. [4]Department of Urology, Tongren Hospital of Wuhan University, Wuhan Third Hospital, Wuhan 430060, China. [6]Central Laboratory, Renmin Hospital of Wuhan University, Wuhan 430060, China. [*1]Department of Gastroenterology, Renmin Hospital of Wuhan University, No. 238 Jie Fang Avenue, Wuhan, Hubei 430060, China. [*2]Tongren Hospital of Wuhan University, No. 241, Peng Liuyang Road, Wuchang District, Wuhan, Hubei 430060, China [*3]Central Laboratory, Renmin Hospital of Wuhan University,. No. 238 Jie Fang Avenue, Wuhan, Hubei 430060, China.
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