4.7 Article

The identification of highly upregulated genes in claudin-low breast cancer through an integrative bioinformatics approach

期刊

COMPUTERS IN BIOLOGY AND MEDICINE
卷 127, 期 -, 页码 -

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.compbiomed.2020.103806

关键词

Breast cancer; Microarray; Claudin-low breast cancer; Biomarkers; Functional enrichment analysis; Differential gene expression

向作者/读者索取更多资源

Breast cancer (BC) is one of the leading causes of cancer-related death among women worldwide, and claudinlow breast cancer (CLBC) is a subtype of BC that remains poorly described. This study aimed to identify upregulated genes and significant pathways involved in CLBC. The SUM159 cell line is derived from human CLBC tissue; the GSE50697 dataset contains three replicates of SUM159 cells treated with pBabe puro miR-203 and three replicates of control SUM159 cells (pBabe puro). The data were normalized and upregulated, and downregulated genes were identified based on the logFC values. Gene Ontology (GO) and pathway analysis identified the most significant pathways and genes involved in CLBC pathogenesis. A total of 156 significant genes were identified (69 upregulated genes and 64 downregulated genes). The upregulated genes were the focus of this study, from the pathway analysis, the senescence-associated secretory phenotype, which involves the CXCL8, IL1A, and IL6 genes, was found to be mapped through more than one pathway (WikiPathways and Reactome). From the refined GO analysis, using MetaCore, Cortellis solution software, the IL-13 signaling pathway was identified; this pathway includes the IL6, CXCL8, VEGF-C, NRG1, and EREG genes, which were mapped as hub genes in several pathogenesis pathways. From the survival analysis, high levels of IL6, CXCL8, and EREG were related to high survival rates, and low levels of VEGFC and NRG1 were related to high survival rates. The IL6 and CXCL8 genes were the most significant and the most highly represented in the GO and refined GO analyses. This study sheds light on the molecular pathology of CLBC and might provide a potential biomarkers for the treatment of CLBC.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据