Department of Vascular Surgery, The Second Hospital of Shanxi Medical University, Taiyuan 030000, China.
Department of Otolaryngology Head and Neck Surgery, Shanxi Medical University Second Affiliated Hospital, Taiyuan 030000, China.
J Immunol Res. 2022 Jun 22;2022:1993023. doi: 10.1155/2022/1993023. eCollection 2022.
Necroptosis is a form of programmed cell death that has recently been shown to be important in the progression of head and neck cancer (HNC). Noncoding RNAs (ncRNAs) are known to function in cell death and tumor formation. In this study, we focused on microRNAs (miRNA) that play roles in necroptosis and the progression of HNC. We collected miRNA expression data, related clinical data of patients with HNC, and miRNA data related to necroptosis. A prognostic multimiRNA molecular marker was generated based on differential expression analysis and univariate and multivariate Cox regression analyses. Target genes of the prognosis-related miRNAs were identified, and their functions were evaluated by Gene Ontology Enrichment Analysis to reveal the processes the miRNAs may be involved in. Eight potentially prognostic miRNAs were identified through differential expression analysis: miR-331-3p, miR-181d-5p, miR-181b-5p, miR-500a-3p, miR-425-5p, miR-181a-5p, miR-141-3p, and miR-200a-5p. Multivariate Cox regression identified the risk score as an independent prognostic factor (univariate Cox regression results: hazard ratio (HR): 2.2028, 95% confidence interval (CI): 1.2640-3.8388, = 0.0053; multivariate Cox regression results: HR: 2.4168, 95% CI: 1.3743-4.2501, = 0.0022). Survival curve analysis revealed that patients with a high risk score had a bad prognosis ( = 0.0109). A receiver operating characteristic curve showed that the model has a certain prediction ability. We identified 187 miRNA-related genes, which were enriched in "cell cycle" and "cellular senescence." In conclusion, this study identified eight novel miRNA markers for predicting the prognosis of patients with HNC and paved the way for future research on necroptosis-related genes.
细胞程序性坏死是一种新近发现的与头颈部肿瘤(HNC)进展相关的细胞死亡形式。非编码 RNA(ncRNA)被认为在细胞死亡和肿瘤形成中发挥作用。在这项研究中,我们专注于在细胞程序性坏死和 HNC 进展中起作用的 microRNA(miRNA)。我们收集了 miRNA 表达数据、HNC 患者的相关临床数据以及与细胞程序性坏死相关的 miRNA 数据。基于差异表达分析以及单变量和多变量 Cox 回归分析,生成了一个预后多 miRNA 分子标志物。鉴定了与预后相关的 miRNA 的靶基因,并通过基因本体论富集分析评估其功能,以揭示 miRNA 可能参与的过程。通过差异表达分析鉴定了 8 个有潜在预后价值的 miRNA:miR-331-3p、miR-181d-5p、miR-181b-5p、miR-500a-3p、miR-425-5p、miR-181a-5p、miR-141-3p 和 miR-200a-5p。多变量 Cox 回归分析将风险评分确定为独立的预后因素(单变量 Cox 回归结果:风险比(HR):2.2028,95%置信区间(CI):1.2640-3.8388, = 0.0053;多变量 Cox 回归结果:HR:2.4168,95% CI:1.3743-4.2501, = 0.0022)。生存曲线分析表明,风险评分高的患者预后较差( = 0.0109)。受试者工作特征曲线表明该模型具有一定的预测能力。我们鉴定了 187 个与 miRNA 相关的基因,这些基因在“细胞周期”和“细胞衰老”中富集。总之,本研究鉴定了 8 个预测 HNC 患者预后的新型 miRNA 标志物,为未来研究细胞程序性坏死相关基因铺平了道路。