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基于数据挖掘的乳腺癌中PDK家族的表达及临床意义

Expression and clinical significance of PDK family in breast cancer based on data mining.

作者信息

Xu Jian, Zhu Yue, Qian Jun

机构信息

Department of Oncology Surgery, The First Affiliated Hospital of Bengbu Medical College Bengbu, People's Republic of China.

Department of Medical Oncology, The First Affiliated Hospital of Bengbu Medical College Bengbu, People's Republic of China.

出版信息

Int J Clin Exp Pathol. 2021 Jan 1;14(1):97-106. eCollection 2021.

Abstract

The pyruvate dehydrogenase kinase (PDK) family, including PDK1, PDK2, PDK3, and PDK4, is involved in tumor progression. However, its role in breast cancer (BC) remains unknown. This study aims to mine the expression, clinical significance, and downstream pathways of PDK family in BC. By analyzing data downloaded from The Cancer Genome Atlas (TCGA) database, we found an enhanced level of PDK3 and decreased expression of PDK2 and PDK4 in BC tissues compared to normal tissues. Also, the expression of PDK3 mRNA is negatively related to that of PDK2 and PDK4, while there is a positive relation between PDK2 mRNA expression and PDK3 mRNA expression. Moreover, we found that PDK2 expression is related to lymph node metastasis, and PDK4 is associated with T stage and stage using analysis of data obtained from TCGA database. Finally, we identified several gene sets related to cancer initiation and progression regulated by PDK2-4 after performing Gene set enrichment analysis (GSEA). In conclusion, PDK2-4 possess potential as targets for BC treatment.

摘要

丙酮酸脱氢酶激酶(PDK)家族,包括PDK1、PDK2、PDK3和PDK4,参与肿瘤进展。然而,其在乳腺癌(BC)中的作用仍不清楚。本研究旨在挖掘PDK家族在BC中的表达、临床意义及下游通路。通过分析从癌症基因组图谱(TCGA)数据库下载的数据,我们发现与正常组织相比,BC组织中PDK3水平升高,而PDK2和PDK4表达降低。此外,PDK3 mRNA的表达与PDK2和PDK4的表达呈负相关,而PDK2 mRNA表达与PDK3 mRNA表达呈正相关。此外,通过对从TCGA数据库获得的数据进行分析,我们发现PDK2表达与淋巴结转移有关,而PDK4与T分期和分期有关。最后,在进行基因集富集分析(GSEA)后,我们鉴定了几个与由PDK2 - 4调控的癌症起始和进展相关的基因集。总之,PDK2 - 4具有作为BC治疗靶点的潜力。

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