Hu Hai, Yin Yuesong, Jiang Binbin, Feng Zhennan, Cai Ting, Wu Song
Department of Orthopedics, The Third Xiangya Hospital, Central South University, Changsha, China.
Department of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha, China.
Front Oncol. 2023 Mar 16;13:1156455. doi: 10.3389/fonc.2023.1156455. eCollection 2023.
Osteosarcoma (OS) is a cancer that is frequently found in children and adolescents and has made little improvement in terms of prognosis in recent years. A recently discovered type of programmed cell death called cuproptosis is mediated by copper ions and the tricarboxylic acid (TCA) cycle. The expression patterns, roles, and prognostic and predictive capabilities of the cuproptosis regulating genes were investigated in this work. TARGET and GEO provided transcriptional profiling of OS. To find different cuproptosis gene expression patterns, consensus clustering was used. To identify hub genes linked to cuproptosis, differential expression (DE) and weighted gene co-expression network analysis (WGCNA) were used. Cox regression and Random Survival Forest were used to build an evaluation model for prognosis. For various clusters/subgroups, GSVA, mRNAsi, and other immune infiltration experiments were carried out. The drug-responsive study was carried out by the Oncopredict algorithm. Cuproptosis genes displayed two unique patterns of expression, and high expression of FDX1 was associated with a poor outcome in OS patients. The TCA cycle and other tumor-promoting pathways were validated by the functional study, and activation of the cuproptosis genes may also be connected with immunosuppressive state. The robust survival prediction ability of a five-gene prognostic model was verified. This rating method also took stemness and immunosuppressive characteristics into account. Additionally, it can be associated with a higher sensitivity to medications that block PI3K/AKT/mTOR signaling as well as numerous chemoresistances. U2OS cell migration and proliferation may be encouraged by PLCD3. The relevance of PLCD3 in immunotherapy prediction was verified. The prognostic significance, expressing patterns, and functions of cuproptosis in OS were revealed in this work on a preliminary basis. The cuproptosis-related scoring model worked well for predicting prognosis and chemoresistance.
骨肉瘤(OS)是一种常见于儿童和青少年的癌症,近年来其预后几乎没有改善。最近发现的一种名为铜死亡的程序性细胞死亡类型是由铜离子和三羧酸(TCA)循环介导的。在这项研究中,对铜死亡调节基因的表达模式、作用以及预后和预测能力进行了研究。TARGET和GEO提供了骨肉瘤的转录谱。使用共识聚类来发现不同的铜死亡基因表达模式。使用差异表达(DE)和加权基因共表达网络分析(WGCNA)来识别与铜死亡相关的枢纽基因。使用Cox回归和随机生存森林构建预后评估模型。对不同的聚类/亚组进行基因集变异分析(GSVA)、mRNA干性指数(mRNAsi)和其他免疫浸润实验。通过Oncopredict算法进行药物反应性研究。铜死亡基因表现出两种独特的表达模式,FDX1的高表达与骨肉瘤患者的不良预后相关。通过功能研究验证了TCA循环和其他肿瘤促进途径,铜死亡基因的激活也可能与免疫抑制状态有关。验证了一个五基因预后模型强大的生存预测能力。这种评分方法还考虑了干性和免疫抑制特征。此外,它可能与对阻断PI3K/AKT/mTOR信号通路的药物以及多种化疗耐药性具有更高的敏感性相关。PLCD3可能促进U2OS细胞的迁移和增殖。验证了PLCD3在免疫治疗预测中的相关性。这项工作初步揭示了铜死亡在骨肉瘤中的预后意义、表达模式和功能。铜死亡相关评分模型在预测预后和化疗耐药性方面表现良好。