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通过 RNA 测序和共表达分析鉴定儿科肾上腺皮质肿瘤中的预后关键基因和关键通路。

Identifying prognostic hub genes and key pathways in pediatric adrenocortical tumors through RNA sequencing and Co-expression analysis.

机构信息

Departments of Pediatrics and Ribeirão Preto Medical School, University of São Paulo, 14049-900, Ribeirão Preto, SP, Brazil.

Departments of Genetics, Ribeirão Preto Medical School, University of São Paulo, 14049-900, Ribeirão Preto, SP, Brazil.

出版信息

Mol Cell Endocrinol. 2024 Dec 1;594:112383. doi: 10.1016/j.mce.2024.112383. Epub 2024 Oct 15.

Abstract

Pediatric adrenocortical tumors (ACTs), rare conditions with uncertain prognoses, have high incidence in southern and southeastern Brazil. Pediatric ACTs are highly heterogeneous, so establishing prognostic markers for these tumors is challenging. We have conducted transcriptomic analysis on 14 pediatric ACT samples and compared cases with favorable and unfavorable clinical outcomes to identify prognostically significant genes. This comparison showed 1257 differentially expressed genes in favorable and unfavorable cases. Among these genes, 15 out of 60 hub genes were significantly associated with five-year event-free survival (EFS), and 10 had significant diagnostic value for predicting ACT outcomes in an independent microarray dataset of pediatric adrenocortical carcinomas (GSE76019). Overexpression of N4BP2, HSPB6, JUN, APBB1IP, STK17B, CSNK1D, and KDM3A was associated with poorer EFS, whereas lower expression of ISCU, PTPR, PRKAB2, CD48, PRF1, ITGAL, KLK15, and HIST1H3J was associated with worse outcomes. Collectively, these findings underscore the prognostic significance of these hub genes and suggest that they play a potential role in pediatric ACT progression and are useful predictors of clinical outcomes.

摘要

儿科肾上腺皮质肿瘤(adrenocortical tumors,ACTs)是一种罕见的疾病,预后不确定,在巴西南部和东南部的发病率较高。儿科 ACT 具有高度异质性,因此建立这些肿瘤的预后标志物具有挑战性。我们对 14 个儿科 ACT 样本进行了转录组分析,并将具有良好和不良临床结局的病例进行比较,以确定具有预后意义的基因。这种比较显示,在良好和不良病例中存在 1257 个差异表达基因。在这些基因中,60 个枢纽基因中有 15 个与五年无事件生存率(event-free survival,EFS)显著相关,其中 10 个在儿科肾上腺皮质癌的独立微阵列数据集(GSE76019)中具有显著的诊断价值,可以预测 ACT 结局。N4BP2、HSPB6、JUN、APBB1IP、STK17B、CSNK1D 和 KDM3A 的过表达与较差的 EFS 相关,而 ISCU、PTPR、PRKAB2、CD48、PRF1、ITGAL、KLK15 和 HIST1H3J 的低表达与不良结局相关。总之,这些发现强调了这些枢纽基因的预后意义,并表明它们在儿科 ACT 进展中发挥着潜在作用,是临床结局的有用预测因子。

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