Department of Geriatric Dentistry, Beijing Stomatological Hospital, Capital Medical University, Beijing, China.
Organ Transplantation Center, Affiliated Hospital of Qingdao University, Qingdao, China.
J Oral Pathol Med. 2023 Nov;52(10):951-960. doi: 10.1111/jop.13489. Epub 2023 Oct 12.
Oral squamous cell carcinoma is an increasingly prevalent cancer type characterized by high incidence and mortality rates. Its early detection is challenging, primarily because of the absence of early molecular markers. Cuproptosis is a novel regulatory mechanism of cell death with implications in various cancers. In this study, we aimed to study cuproptosis-related genes in oral squamous cell carcinoma to identify their prognostic value.
By analyzing genomic, bulk RNA-seq, and single-cell RNA-seq data, we investigated 13 cuproptosis-related genes in The Cancer Genome Atlas-Oral Squamous Cell Carcinoma dataset and Gene Expression Omnibus repository (GSE172577).
ATP7A, ATP7B, and DLST were the most frequently mutated genes, with nine of our studied genes associated with overall survival. Single-cell analysis was conducted to identify cuproptosis-related tumor cells in oral squamous cell carcinoma, which revealed two distinct patterns based on the expression of cuproptosis-related genes. These patterns exhibit differences in genetic alterations and tumor immune microenvironment. Finally, we developed a cuproptosis index using a random forest algorithm based on cuproptosis pattern-related genes in which higher levels were linked to poorer prognosis.
Our findings provide valuable insights into the mechanisms underlying oral squamous cell carcinoma-associated cuproptosis.
口腔鳞状细胞癌是一种发病率和死亡率均较高的常见癌症类型。由于缺乏早期分子标志物,其早期检测具有挑战性。铜死亡是一种新的细胞死亡调控机制,与多种癌症有关。在本研究中,我们旨在研究口腔鳞状细胞癌中的铜死亡相关基因,以确定其预后价值。
通过分析基因组、批量 RNA-seq 和单细胞 RNA-seq 数据,我们研究了来自癌症基因组图谱-口腔鳞状细胞癌数据集和基因表达综合数据库(GSE172577)中的 13 个铜死亡相关基因。
ATP7A、ATP7B 和 DLST 是最常发生突变的基因,我们研究的九个基因与总生存率相关。对口腔鳞状细胞癌中的铜死亡相关肿瘤细胞进行了单细胞分析,根据铜死亡相关基因的表达,发现了两种不同的模式。这些模式在遗传改变和肿瘤免疫微环境方面存在差异。最后,我们使用基于铜死亡模式相关基因的随机森林算法开发了一个铜死亡指数,其中较高的水平与预后较差相关。
我们的研究结果为口腔鳞状细胞癌相关铜死亡的机制提供了有价值的见解。