State Key Laboratory of Oncogenes and Related Genes, Department of Biliary-Pancreatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, People's Republic of China.
Apoptosis. 2023 Aug;28(7-8):1090-1112. doi: 10.1007/s10495-023-01843-3. Epub 2023 Apr 20.
Pancreatic cancer (PC) is a highly malignant digestive tract tumor, with a dismal 5-year survival rate. Recently, cuproptosis was found to be copper-dependent cell death. This work aims to establish a cuproptosis-related lncRNA signature which could predict the prognosis of PC patients and help clinical decision-making. Firstly, cuproptosis-related lncRNAs were identified in the TCGA-PAAD database. Next, a cuproptosis-related lncRNA signature based on five lncRNAs was established. Besides, the ICGC cohort and our samples from 30 PC patients served as external validation groups to verify the predictive power of the risk signature. Then, the expression of CASC8 was verified in PC samples, scRNA-seq dataset CRA001160, and PC cell lines. The correlation between CASC8 and cuproptosis-related genes was validated by Real-Time PCR. Additionally, the roles of CASC8 in PC progression and immune microenvironment characterization were explored by loss-of-function assay. As showed in the results, the prognosis of patients with higher risk scores was prominently worse than that with lower risk scores. Real-Time PCR and single cell analysis suggested that CASC8 was highly expressed in pancreatic cancer and related to cuproptosis. Additionally, gene inhibition of CASC8 impacted the proliferation, apoptosis and migration of PC cells. Furthermore, CASC8 was demonstrated to impact the expression of CD274 and several chemokines, and serve as a key indicator in tumor immune microenvironment characterization. In conclusion, the cuproptosis-related lncRNA signature could provide valuable indications for the prognosis of PC patients, and CASC8 was a candidate biomarker for not only predicting the progression of PC patients but also their antitumor immune responses.
胰腺癌(PC)是一种高度恶性的消化道肿瘤,其 5 年生存率很低。最近,发现铜死亡是一种依赖铜的细胞死亡。本研究旨在建立一个与铜死亡相关的 lncRNA 特征,以预测 PC 患者的预后,并有助于临床决策。首先,在 TCGA-PAAD 数据库中鉴定出与铜死亡相关的 lncRNA。接下来,基于五个 lncRNA 建立了一个与铜死亡相关的 lncRNA 特征。此外,ICGC 队列和我们来自 30 名 PC 患者的样本作为外部验证组,以验证风险特征的预测能力。然后,在 PC 样本、scRNA-seq 数据集 CRA001160 和 PC 细胞系中验证了 CASC8 的表达。通过 Real-Time PCR 验证了 CASC8 与铜死亡相关基因的相关性。此外,通过功能丧失测定法探讨了 CASC8 在 PC 进展和免疫微环境特征中的作用。结果表明,风险评分较高的患者的预后明显差于风险评分较低的患者。Real-Time PCR 和单细胞分析表明,CASC8 在胰腺癌中高表达,与铜死亡有关。此外,CASC8 的基因抑制影响了 PC 细胞的增殖、凋亡和迁移。此外,CASC8 被证明影响 CD274 和几种趋化因子的表达,并作为肿瘤免疫微环境特征的关键指标。总之,与铜死亡相关的 lncRNA 特征可为 PC 患者的预后提供有价值的指标,CASC8 不仅是预测 PC 患者进展的候选生物标志物,也是其抗肿瘤免疫反应的候选生物标志物。