A comprehensive integrated gene network construction to explore the essential role of Notch 1 in lung adenocarcinoma (LUAD).

IF 2.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Pearl John, C Sudandiradoss
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引用次数: 0

Abstract

The heterogeneous biological landscape of non-small cell lung cancer (NSCLC) is largely attributed to the activation of Notch signalling pathway. Among the Notch family transmembrane proteins, neurogenic locus notch homolog protein1 (NOTCH1) is a putative oncogene in NSCLC which activates the pathway as negative prognostic factor. This study aims to explore integrated network approach in lung adenocarcinoma (LUAD) especially linked to the notch pathway and its receptors. Our gene set enrichment analysis reveals the key Notch pathway genes are predominantly down regulated in LUAD. There were 675 genes with a total of 6517 functional interactions and 6 densely connected clusters of 38 miRNAs, 84 transcription factors with 156 edges identified through network construction. Here we report five key genes namely NOTCH1, CDH1, ERBB2, GAPDH and COL1A1 significantly enriched in Notch pathway which are further validated through the KM plot, box plots, stage plots and TIMER analysis. In addition, the NOTCH1 receptor is strongly linked to the immune checkpoint inhibitor CD274 (PD-L1) and can be considered as prognostic marker and tumour suppressor gene in LUAD which surely provide the basis for early diagnosis and futuristic immunotherapeutic targets for LUAD.

构建全面整合的基因网络,探索 Notch 1 在肺腺癌(LUAD)中的重要作用。
非小细胞肺癌(NSCLC)的异质性生物学特征在很大程度上归因于Notch信号通路的激活。在Notch家族跨膜蛋白中,神经基因位点Notch同源蛋白1(NOTCH1)是NSCLC中的一种假定癌基因,它激活了Notch信号通路,成为预后不良的因素。本研究旨在探索肺腺癌(LUAD)中与缺口通路及其受体相关的整合网络方法。我们的基因组富集分析显示,Notch通路的关键基因在LUAD中主要被下调。通过网络构建,我们共发现了 675 个基因和 6517 个功能互作基因,以及 6 个由 38 个 miRNAs、84 个转录因子和 156 条边组成的密集连接簇。在此,我们报告了Notch通路中显著富集的五个关键基因,即NOTCH1、CDH1、ERBB2、GAPDH和COL1A1,并通过KM图、盒图、阶段图和TIMER分析进一步验证了这些基因。此外,NOTCH1受体与免疫检查点抑制剂CD274(PD-L1)密切相关,可被视为LUAD的预后标志物和肿瘤抑制基因,这无疑为LUAD的早期诊断和未来免疫治疗靶点提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Biomolecular Structure & Dynamics
Journal of Biomolecular Structure & Dynamics 生物-生化与分子生物学
CiteScore
8.90
自引率
9.10%
发文量
597
审稿时长
2 months
期刊介绍: The Journal of Biomolecular Structure and Dynamics welcomes manuscripts on biological structure, dynamics, interactions and expression. The Journal is one of the leading publications in high end computational science, atomic structural biology, bioinformatics, virtual drug design, genomics and biological networks.
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