中文摘要
胰腺腺癌(PAAD)预后较差,对免疫治疗相对不敏感。Gasdermin C(GSDMC)诱导癌细胞焦亡和肿瘤微环境炎症。
然而,PAAD中GSDMC表达是否与生存或免疫治疗反应相关仍不清楚。利用癌症基因组图谱(TCGA)、基因表达综合数据库(GEO)、基因型-组织表达数据库(GTEx)和癌症细胞系百科全书(CCLE)数据库中的数据,检测了PAAD中GSDMC的表达以及GSDMC与患者生存或免疫浸润之间的关系。根据GSDMC相关基因(GRGs)的表达,TCGA PAAD队列可分为两个不同的风险组。TIDE算法预测低风险组对免疫检查点阻断治疗的反应优于高风险组。构建了一个新的15基因特征,可预测PAAD的预后。
此外,15基因特征模型预测了免疫细胞浸润和免疫检查点阻断(ICB)治疗反应。对来自139例局部PAAD患者的人源组织芯片(TMA)进行免疫组化染色评估,发现GSDMC表达与PD-L1表达呈正相关,但GSDMC表达与低CD8+ T细胞浸润呈负相关。
此外,GSDMC过表达与较差的总生存期(OS)相关。本研究表明,GSDMC是预测PAAD预后和免疫治疗反应的有价值生物标志物。
展开英文摘要原文
Pancreatic adenocarcinoma (PAAD) has a poor prognosis and is relatively unresponsive to immunotherapy. Gasdermin C (GSDMC) induces pyroptosis in cancer cells and inflammation in the tumor microenvironment.
However, whether GSDMC expression in PAAD is associated with survival or response to immunotherapy remains unknown. GSDMC expression and the relationship between GSDMC and patient survival or immune infiltration in PAAD were examined using data in the The Cancer Genome Atlas (TCGA), Gene Expression Ominbus (GEO), Genotype-Tissue Expression (GTEx) and Cancer Cell Line Encyclopedia (CCLE) databases.
The TCGA PAAD cohort could be divided into two distinct risk groups based on the expression of GSDMC-related genes (GRGs). The TIDE algorithm predicted that the low-risk group was more responsive to immune checkpoint blockade therapy than the high-risk group. A novel 15-gene signature was constructed and could predict the prognosis of PAAD.
In addition, the 15-gene signature model predicted the infiltration of immune cells and Immune checkpoint blockade (ICB) treatment response. Immunohistochemical staining assessment of patient-derived human tissue microarray (TMA) from 139 cases of local PAAD patients revealed a positive correlation between GSDMC expression and PD-L1 expression but a negative correlation between GSDMC expression and infiltration of low CD8+ T cells.
Moreover, the overexpression of GSDMC was related to poor overall survival (OS).
This study suggests that GSDMC is a valuable biomarker for predicting PAAD prognosis and predicts the immunotherapy response of PAAD.
论文信息
- 作者
- Xia XH、Yin WJ、Mao JF、Liu P、Qin CD、Hu JJ、Liu SY、Wang CM
- 单位
- Department of Breast Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine Hangzhou, Zhejiang, China.China
- 期刊
- American journal of cancer research2023