Xu Chao, Xie Yongjie, Xie Peng, Li Jianming, Tong Zhongsheng, Yang Yanfang
Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, North Huanhu West Road, Tianjin, 300060, China.
National Clinical Research Center for Cancer, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300060, China.
Discov Oncol. 2023 Oct 24;14(1):191. doi: 10.1007/s12672-023-00790-4.
Triple-negative breast cancer (TNBC) is a subtype of breast cancer with limited treatment options and poor prognosis. This study aimed to identify potential therapeutic targets based on the expression profiles of differentially expressed genes (DEGs) in TNBC.
The Limma package was used to identify DEGs in TCGA and GEO datasets. Immunohistochemical (IHC) analysis and western blotting were used to determine the expression of ZDHHC9 in TNBC tissues. Flow cytometry assay and tissue immunofluorescence analysis were used to detect infiltration of multiple immune cells in tumor tissue at different levels of ZDHHC9 expression.
ZDHHC9 was identified as a key factor associated with resistance to ICB therapy through weighted gene co-expression network analysis (WGCNA) and single-cell RNA sequencing (scRNA-seq). Subsequently, immunohistochemical (IHC) analysis and western blotting verified that ZDHHC9 expression was elevated in TNBC cancer tissues and that elevated expression of ZDHHC9 was associated with the poor survival of patients with TNBC. Analysis of data from several public datasets revealed that patients with high ZDHHC9 expression had an increased proportion of Ki-67 + breast cancer cells and tended to be basal-like breast cancer. In addition, in vitro and in vivo experiments demonstrated that high expression of ZDHHC9 significantly predicted the efficacy and responsiveness of immunotherapy in TNBC.
These findings suggest that ZDHHC9 is a valuable marker for guiding the classification, diagnosis and prognosis of TNBC and developing specific targeted therapies.
三阴性乳腺癌(TNBC)是乳腺癌的一种亚型,治疗选择有限且预后较差。本研究旨在基于三阴性乳腺癌中差异表达基因(DEG)的表达谱鉴定潜在的治疗靶点。
使用Limma软件包在TCGA和GEO数据集中鉴定差异表达基因。采用免疫组织化学(IHC)分析和蛋白质免疫印迹法测定三阴性乳腺癌组织中ZDHHC9的表达。使用流式细胞术检测和组织免疫荧光分析检测不同ZDHHC9表达水平的肿瘤组织中多种免疫细胞的浸润情况。
通过加权基因共表达网络分析(WGCNA)和单细胞RNA测序(scRNA-seq),ZDHHC9被确定为与免疫检查点阻断(ICB)治疗耐药相关的关键因子。随后,免疫组织化学(IHC)分析和蛋白质免疫印迹法证实,ZDHHC9在三阴性乳腺癌组织中的表达升高,且ZDHHC9的高表达与三阴性乳腺癌患者的不良生存相关。对多个公共数据集数据的分析显示,ZDHHC9高表达的患者中Ki-67+乳腺癌细胞的比例增加,且倾向于基底样乳腺癌。此外,体外和体内实验表明,ZDHHC9的高表达显著预测了三阴性乳腺癌免疫治疗的疗效和反应性。
这些发现表明,ZDHHC9是指导三阴性乳腺癌分类、诊断和预后以及开发特异性靶向治疗的有价值标志物。