Comprehensive Analysis of Prognostic Microenvironment-Related Genes in Invasive Breast Cancer

被引:5
作者
Shi, Yingrong [1 ]
Chen, Si [1 ]
Xing, Huijuan [1 ]
Jiang, Guanglie [1 ]
Wu, Nan [1 ]
Liu, Qiannan [1 ]
Sakamoto, Norihiro [2 ]
Kuno, Takayoshi [1 ,2 ]
Sugiura, Reiko [3 ]
Xiao, Qinghuan [4 ]
Jin, Feng [5 ]
Fang, Yue [1 ]
Yao, Fan [5 ]
机构
[1] China Med Univ, Sch Pharm, Dept Microbial & Biochem Pharm, Shenyang, Peoples R China
[2] Kobe Univ, Grad Sch Med, Div Food & Drug Evaluat Sci, Kobe, Japan
[3] Kinki Univ, Sch Pharmaceut Sci, Lab Mol Pharmacogen, Higashiosaka, Osaka, Japan
[4] China Med Univ, Sch Pharm, Dept Ion Channel Pharmacol, Shenyang, Peoples R China
[5] China Med Univ, Affiliated Hosp 1, Res Unit Gen Surg, Dept Breast Surg & Surg Oncol, Shenyang, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2022年 / 11卷
基金
中国国家自然科学基金;
关键词
invasive breast cancer; TCGA database; prognosis; SASH3; immune; stromal; ESTIMATE score; tumor microenvironment; SUPPRESSOR SASH1 INTERACTS; DOWN-REGULATION; EXPRESSION; ASSOCIATION; LYMPHOCYTES; METASTASIS; ACTIVATION; CHEMOKINES; RECEPTORS; GROWTH;
D O I
10.3389/fonc.2021.576911
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Recent studies reveal that tumor microenvironment contributes to breast cancer (BRCA) development, progression, and therapeutic response. However, the contribution of the tumor microenvironment-related genes in routine diagnostic testing or therapeutic decision making for BRCA remains elusive. Immune/stromal/ESTIMATE scores calculated by the ESTIMATE algorithm quantify immune and stromal components in a tumor, and thus can reflect tumor microenvironment. To investigate the association of the tumor microenvironment-related genes with invasive BRCA prognosis, here we analyzed the immune/stromal/ESTIMATE scores in combination with The Cancer Genome Atlas (TCGA) database in invasive BRCA. We found that immune/stromal/ESTIMATE scores were significantly correlated with the invasive BRCA clinicopathological factors. Based on the immune/stromal/ESTIMATE scores, we extracted a series of differential expression genes (DEGs) related to the tumor microenvironment. Survival analysis was further performed to identify a list of high-frequency DEGs (HF-DEGs), which exhibited prognostic value in invasive BRCA. Importantly, consistent with the results of bioinformatics analysis, immunohistochemistry results showed that high SASH3 expression was associated with a good prognosis in invasive BRCA patients. Our findings suggest that the tumor microenvironment-related HF-DEGs identified in this study have prognostic values and may serve as potential biomarkers and therapeutic targets for invasive BRCA.
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页数:13
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