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共表达分析揭示 NOTCH1 在 NSCLC 中不同作用的潜在机制。

Co-Expression Analysis Reveals Mechanisms Underlying the Varied Roles of NOTCH1 in NSCLC.

机构信息

Department of Internal Medicine, James Thoracic Center, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio; Department of Biomedical Informatics, The Ohio State University, Columbus, Ohio.

Department of Internal Medicine, James Thoracic Center, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio.

出版信息

J Thorac Oncol. 2019 Feb;14(2):223-236. doi: 10.1016/j.jtho.2018.10.162. Epub 2018 Nov 5.

Abstract

INTRODUCTION

Notch receptor family dysregulation can be tumor promoting or suppressing depending on cellular context. Our studies shed light on the mechanistic differences that are responsible for NOTCH1's opposing roles in lung adenocarcinoma and lung squamous cell carcinoma.

METHODS

We integrated transcriptional patient-derived datasets with gene co-expression analyses to elucidate mechanisms behind NOTCH1 function in subsets of NSCLC. Differential co-expression was examined using hierarchical clustering and principal component analysis. Enrichment analysis was used to examine pathways associated with the underlying transcriptional networks. These pathways were validated in vitro and in vivo. Endogenously epitope-tagged NOTCH1 was used to identify novel interacting proteins.

RESULTS

NOTCH1 co-expressed genes in lung adenocarcinoma and squamous carcinoma were distinct and associated with either angiogenesis and immune system pathways or cell cycle control and mitosis pathways, respectively. Tissue culture and xenograft studies of lung adenocarcinoma and lung squamous models with NOTCH1 knockdown showed growth differences and opposing effects on these pathways. Differential NOTCH1 interacting proteins were identified as potential mediators of these differences.

CONCLUSIONS

Recognition of the opposing role of NOTCH1 in lung cancer, downstream pathways, and interacting proteins in each context may help direct the development of rational NOTCH1 pathway-dependent targeted therapies for specific tumor subsets of NSCLC.

摘要

简介

Notch 受体家族的失调可能促进或抑制肿瘤,具体取决于细胞环境。我们的研究阐明了导致 NOTCH1 在肺腺癌和肺鳞癌中发挥相反作用的机制差异。

方法

我们整合了转录组患者衍生数据集和基因共表达分析,以阐明 NSCLC 亚组中 NOTCH1 功能背后的机制。使用层次聚类和主成分分析检查差异共表达。富集分析用于检查与潜在转录网络相关的途径。这些途径在体内和体外进行了验证。使用内源性表位标记的 NOTCH1 来鉴定新的相互作用蛋白。

结果

肺腺癌和鳞状细胞癌中 NOTCH1 的共表达基因是不同的,分别与血管生成和免疫系统途径或细胞周期控制和有丝分裂途径相关。NOTCH1 敲低的肺腺癌和肺鳞癌模型的组织培养和异种移植研究显示出生长差异,并对这些途径产生相反的影响。鉴定出差异的 NOTCH1 相互作用蛋白作为这些差异的潜在介导物。

结论

认识到 NOTCH1 在肺癌、下游途径和每种情况下的相互作用蛋白中的相反作用,可能有助于指导针对 NSCLC 特定肿瘤亚组的合理 NOTCH1 途径依赖性靶向治疗的发展。

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