Identification of Five Cytotoxicity-Related Genes Involved in the Progression of Triple-Negative Breast Cancer

Breast cancer is one of the deadly tumors in women, and its incidence continues to increase. This study aimed to identify novel therapeutic molecules using RNA sequencing (RNA-seq) data of breast cancer from our hospital. 30 pairs of human breast cancer tissue and matched normal tissue were collecte...

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Bibliographic Details
Published in:Frontiers in genetics 2022-01, Vol.12, p.723477-723477
Main Authors: Zhang, Yan, Tong, Gui-Hui, Wei, Xu-Xuan, Chen, Hai-Yang, Liang, Tian, Tang, Hong-Ping, Wu, Chuan-An, Wen, Guo-Ming, Yang, Wei-Kang, Liang, Li, Shen, Hong
Format: Article
Language:English
Subjects:
breast cancer
CD8+ T cell
DUOX2
GALNTL5
Genetics
therapeutic efficacy
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Summary:Breast cancer is one of the deadly tumors in women, and its incidence continues to increase. This study aimed to identify novel therapeutic molecules using RNA sequencing (RNA-seq) data of breast cancer from our hospital. 30 pairs of human breast cancer tissue and matched normal tissue were collected and RNA sequenced in our hospital. Differentially expressed genes (DEGs) were calculated with raw data by the R package "edgeR", and functionally annotated using R package "clusterProfiler". Tumor-infiltrating immune cells (TIICs) were estimated using a website tool TIMER 2.0. Effects of key genes on therapeutic efficacy were analyzed using RNA-seq data and drug sensitivity data from two databases: the Cancer Cell Line Encyclopedia (CCLE) and the Cancer Therapeutics Response Portal (CTRP). There were 2,953 DEGs between cancerous and matched normal tissue, as well as 975 DEGs between primary breast cancer and metastatic breast cancer. These genes were primarily enriched in PI3K-Akt signaling pathway, calcium signaling pathway, cAMP signaling pathway, and cell cycle. Notably, CD8 T cell, M0 macrophage, M1 macrophage, regulatory T cell and follicular helper T cell were significantly elevated in cancerous tissue as compared with matched normal tissue. Eventually, we found five genes ( and ) were markedly corelated with CD8 T cell infiltration and cytotoxicity, and associated with therapeutic response. We found five key genes associated with tumor progression, CD8 T cell and therapeutic efficacy. The findings would provide potential molecular targets for the treatment of breast cancer.
ISSN:1664-8021
1664-8021
DOI:10.3389/fgene.2021.723477