Zhang Jinguo, Wang Li, Xu Xiaolin, Li Xin, Guan Wencai, Meng Ting, Xu Guoxiong
Research Center for Clinical Medicine, Jinshan Hospital, Fudan University, Shanghai, China.
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
Front Oncol. 2020 Sep 18;10:1787. doi: 10.3389/fonc.2020.01787. eCollection 2020.
Triple-negative breast cancer (TNBC) is a high heterogeneity cancer. The identification of genomic aberrations that drive each of the TNBC subtypes may predict the prognosis of patients with TNBC and provide novel therapeutic strategies in clinical practice. This study focuses on the transcriptome-based gene expression of TNBC and aims to generate comprehensive gene co-expression networks correlated with the immune-related subtype of TNBC. The transcriptome profiles of 107 female patients with TNBC were analyzed. Weighted gene co-expression network analysis (WGCNA) was applied to construct related networks and to sort hub-genes associated with the survival of TNBC patients. The data of the transcriptional expression, genomic alteration, survival status, and tumor immune microenvironment, which associated with hub-genes, were extracted, retrieved, and analyzed from Oncomine, UALCAN, TCGA, starBase, Kaplan-Meier Plotter, cBioPortal, and TIMER databases. Immune-related hub-genes, including , and , were found to be associated with clinical features of TNBC evaluated by WGCNA. These hub-genes belonged to the immunomodulatory subtype of TNBC and were upregulated in the TNBC cells. The protein expression of eight immune-related hub-genes was further confirmed to be upregulated in TNBC/CD8+ tissues detected by immunohistochemical staining. Survival analysis revealed that overexpression of eight immune-related hub-genes was in favor of the survival of patients with TNBC. Moreover, a positive correlation between eight immune-related hub-genes and immune cell infiltration was observed in TNBC patients. Furthermore, checkpoint inhibitor genes such as , and were more enrichment in the immunomodulatory subtype of TNBC and the expression of PD-L1, PD-1, and CTLA4 was positively correlated with eight immune-related hub-genes in the breast cancer dataset of TCGA. Eight immune-related hub-genes were identified to be molecular signatures in the immunomodulatory subtype of TNBC, which may provide therapeutic targets for the treatment of patients with breast cancer.
三阴性乳腺癌(TNBC)是一种高度异质性的癌症。识别驱动每种TNBC亚型的基因组畸变可能预测TNBC患者的预后,并在临床实践中提供新的治疗策略。本研究聚焦于基于转录组的TNBC基因表达,旨在生成与TNBC免疫相关亚型相关的综合基因共表达网络。分析了107例女性TNBC患者的转录组谱。应用加权基因共表达网络分析(WGCNA)构建相关网络,并对与TNBC患者生存相关的枢纽基因进行排序。从Oncomine、UALCAN、TCGA、starBase、Kaplan-Meier Plotter、cBioPortal和TIMER数据库中提取、检索并分析了与枢纽基因相关的转录表达、基因组改变、生存状态和肿瘤免疫微环境的数据。发现包括[具体基因未给出]等免疫相关枢纽基因与通过WGCNA评估的TNBC临床特征相关。这些枢纽基因属于TNBC的免疫调节亚型,在TNBC细胞中上调。通过免疫组织化学染色进一步证实,8个免疫相关枢纽基因的蛋白表达在TNBC/CD8 +组织中上调。生存分析显示,8个免疫相关枢纽基因的过表达有利于TNBC患者的生存。此外,在TNBC患者中观察到8个免疫相关枢纽基因与免疫细胞浸润之间存在正相关。此外,诸如[具体基因未给出]等检查点抑制剂基因在TNBC的免疫调节亚型中更富集,并且在TCGA乳腺癌数据集中,PD-L1、PD-1和CTLA4的表达与8个免疫相关枢纽基因呈正相关。8个免疫相关枢纽基因被确定为TNBC免疫调节亚型中的分子特征,这可能为乳腺癌患者的治疗提供治疗靶点。