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加权基因共表达网络分析揭示支气管肺发育不良中基因下调。

Weighted gene coexpression network reveals downregulation of genes in bronchopulmonary dysplasia.

机构信息

Department of Pediatrics, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.

Department of Ophthalmology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.

出版信息

Pediatr Pulmonol. 2021 Feb;56(2):392-399. doi: 10.1002/ppul.25141. Epub 2020 Nov 24.

Abstract

BACKGROUND

Bronchopulmonary dysplasia (BPD) is a serious lung disease observed in premature infants, known to cause considerable morbidity and mortality. Its prognosis is influenced by a complex network of genetic interactions. In this study, we determined the potential key factors in the pathogenesis of this condition.

METHODS

We constructed scale-free gene coexpression network using weighted gene coexpression network analysis. The analysis was carried out on the GSE8586 dataset, which contains the expression profiles of umbilical cord tissue homogenates from 20 neonates with BPD and 34 unaffected controls.

RESULTS

Our analysis identified one significantly downregulated coexpression module related to the BPD phenotype. It was significantly enriched in genes related to human T-cell leukemia virus infection and the mitogen-activated protein kinase pathway. In this module, the expression of the following four hub genes in infants with BPD was significantly decreased: Fos proto-oncogene (FOS), BTG antiproliferation factor 2 (BTG2), Jun proto-oncogene (JUN), and early growth response protein 1 (EGR1). The downregulation of these hub genes was verified in clinical samples derived from blood and umbilical cord tissue.

CONCLUSION

The decreased expression of FOS, BTG2, JUN, and EGR1 is associated with BPD and, therefore, could be used as biomarkers to diagnose early BPD.

摘要

背景

支气管肺发育不良(BPD)是一种在早产儿中观察到的严重肺部疾病,已知会导致相当高的发病率和死亡率。其预后受复杂的遗传相互作用网络的影响。在这项研究中,我们确定了该病症发病机制中的潜在关键因素。

方法

我们使用加权基因共表达网络分析构建了无标度基因共表达网络。分析是基于包含 20 名患有 BPD 的新生儿和 34 名未受影响的对照者的脐带组织匀浆表达谱的 GSE8586 数据集进行的。

结果

我们的分析确定了一个与 BPD 表型显著下调的共表达模块。它在与人类 T 细胞白血病病毒感染和丝裂原激活蛋白激酶途径相关的基因中显著富集。在这个模块中,患有 BPD 的婴儿中以下四个枢纽基因的表达显著降低:原癌基因 Fos(FOS)、增殖抑制因子 BTG2(BTG2)、原癌基因 Jun(JUN)和早期生长反应蛋白 1(EGR1)。这些枢纽基因在来自血液和脐带组织的临床样本中得到了下调验证。

结论

FOS、BTG2、JUN 和 EGR1 的表达下调与 BPD 相关,因此可以用作诊断早期 BPD 的生物标志物。

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