Department of Radiation Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China.
Department of Oncology, Jurong People's Hospital, Jurong, 212499, China.
Oncol Res. 2023 Mar 1;31(1):35-61. doi: 10.32604/or.2022.028193. eCollection 2023.
Aging is highly associated with tumor formation and progression. However, little research has explored the association of aging-related lncRNAs (ARLs) with the prognosis and tumor immune microenvironment (TIME) of head and neck squamous cell carcinoma (HNSCC). RNA sequences and clinicopathological data of HNSCC patients and normal subjects were downloaded from The Cancer Genome Atlas. In the training group, we used Pearson correlation, univariate Cox regression, least absolute shrinkage/selection operator regression analyses, and multivariate Cox regression to build a prognostic model. In the test group, we evaluated the model. Multivariate Cox regression was done to screen out independent prognostic factors, with which we constructed a nomogram. Afterward, we demonstrated the predictive value of the risk scores based on the model and the nomogram using time-dependent receiver operating characteristics. Gene set enrichment analysis, immune correlation analysis, and half-maximal inhibitory concentration were also performed to reveal the different landscapes of TIME between risk groups and to predict immuno- and chemo-therapeutic responses. The most important LINC00861 in the model was examined in HNE1, CNE1, and CNE2 nasopharyngeal carcinoma cell lines and transfected into the cell lines CNE1 and CNE2 using the LINC00861-pcDNA3.1 construct plasmid. In addition, CCK-8, Edu, and SA-β-gal staining assays were conducted to test the biofunction of LINC00861 in the CNE1 and CNE2 cells. The signature based on nine ARLs has a good predictive value in survival time, immune infiltration, immune checkpoint expression, and sensitivity to multiple drugs. LINC00861 expression in CNE2 was significantly lower than in the HNE1 and CNE1 cells, and LINC00861 overexpression significantly inhibited the proliferation and increased the senescence of nasopharyngeal carcinoma cell lines. This work built and verified a new prognostic model for HNSCC based on ARLs and mapped the immune landscape in HNSCC. LINC00861 is a protective factor for the development of HNSCC.
衰老与肿瘤的形成和进展高度相关。然而,很少有研究探讨与衰老相关的长链非编码 RNA(ARL)与头颈部鳞状细胞癌(HNSCC)的预后和肿瘤免疫微环境(TIME)的关系。从癌症基因组图谱下载了 HNSCC 患者和正常受试者的 RNA 序列和临床病理数据。在训练组中,我们使用 Pearson 相关、单因素 Cox 回归、最小绝对收缩/选择算子回归分析和多因素 Cox 回归来构建预后模型。在测试组中,我们评估了模型。通过多因素 Cox 回归筛选出独立的预后因素,并用这些因素构建了列线图。然后,我们基于模型和列线图使用时间依赖性接收者操作特征来展示风险评分的预测价值。还进行了基因集富集分析、免疫相关性分析和半最大抑制浓度分析,以揭示风险组之间 TIME 的不同景观,并预测免疫和化疗反应。在 HNE1、CNE1 和 CNE2 鼻咽癌细胞系中检验了模型中最重要的 LINC00861,并使用 LINC00861-pcDNA3.1 构建质粒将其转染到 CNE1 和 CNE2 细胞系中。此外,还进行了 CCK-8、Edu 和 SA-β-gal 染色实验,以测试 LINC00861 在 CNE1 和 CNE2 细胞中的生物学功能。基于九个 ARL 的特征在生存时间、免疫浸润、免疫检查点表达和对多种药物的敏感性方面具有良好的预测价值。CNE2 中 LINC00861 的表达明显低于 HNE1 和 CNE1 细胞,LINC00861 的过表达显著抑制了鼻咽癌细胞系的增殖并增加了其衰老。这项工作构建并验证了基于 ARL 的 HNSCC 新的预后模型,并绘制了 HNSCC 的免疫图谱。LINC00861 是 HNSCC 发展的保护因素。