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综合生物信息学分析确定COL4A3、COL4A4和KCNJ1为肾母细胞瘤的关键生物标志物。

Integrated bioinformatic analysis identifies COL4A3, COL4A4, and KCNJ1 as key biomarkers in Wilms tumor.

作者信息

Guo Changgang, Jiang Xiling, Guo Junsheng, Wu Yanlong, Bao Guochang

机构信息

Department of Urology, Affiliated Hospital of Chifeng University Chifeng 024000, China.

Urology Research Center, Chifeng University Chifeng 024000, China.

出版信息

Int J Clin Exp Pathol. 2021 Feb 1;14(2):196-208. eCollection 2021.

Abstract

Wilms tumor (WT) is one of the most common pediatric solid tumors, affecting 1 in 10,000 children, worldwide. A subset of WT patients has poor prognosis, which is associated with a high risk of advanced and/or recurrent disease. Therefore, candidate markers are urgently needed for the diagnosis and effective treatment of WT. We evaluated three mRNA microarray datasets to identify the differences between normal kidney tissue and WT tissue. Gene expression profiling revealed 130 differentially expressed genes (DEGs). Enrichment analysis and gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed for the DEGs. Subsequently, we established a protein-protein interaction (PPI) network to reveal the associations among the DEGs and selected 10 hub genes, all of which were downregulated in WT. The expression of , and in WT tissues was significantly lower than that in normal renal tissues. Survival analyses using the Kaplan-Meier method showed that patients with WT and low expression of , and exhibited remarkably poor overall survival. The correlations among , and in WT were analyzed using cBioPortal; , and were positively correlated with each other. Thus, these genes were considered clinically significant and might therefore play important roles in carcinogenesis and the development of WT.

摘要

肾母细胞瘤(WT)是最常见的儿童实体瘤之一,全球每10000名儿童中就有1人受其影响。一部分WT患者预后较差,这与晚期和/或复发性疾病的高风险相关。因此,迫切需要候选标志物用于WT的诊断和有效治疗。我们评估了三个mRNA微阵列数据集,以确定正常肾组织和WT组织之间的差异。基因表达谱分析揭示了130个差异表达基因(DEG)。对这些DEG进行了富集分析、基因本体(GO)分析和京都基因与基因组百科全书(KEGG)通路分析。随后,我们建立了一个蛋白质-蛋白质相互作用(PPI)网络,以揭示DEG之间的关联,并选择了10个枢纽基因,所有这些基因在WT中均下调。WT组织中、和的表达明显低于正常肾组织。使用Kaplan-Meier方法进行的生存分析表明,WT且、和低表达的患者总体生存率显著较差。使用cBioPortal分析了WT中、和之间的相关性;、和彼此呈正相关。因此,这些基因被认为具有临床意义,可能在WT的致癌作用和发展中发挥重要作用。

相似文献

本文引用的文献

1
Global Disparities in Wilms Tumor.全球Wilms 瘤的差异。
J Surg Res. 2020 Mar;247:34-51. doi: 10.1016/j.jss.2019.10.044. Epub 2019 Dec 3.
6
The genetic changes of Wilms tumour.威尔姆斯瘤的基因变化。
Nat Rev Nephrol. 2019 Apr;15(4):240-251. doi: 10.1038/s41581-019-0112-0.
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Update on Wilms tumor.肾母细胞瘤最新进展
J Pediatr Surg. 2019 Mar;54(3):390-397. doi: 10.1016/j.jpedsurg.2018.09.005. Epub 2018 Sep 19.

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