Department of Otorhinolaryngology Head and Neck Surgery, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China.
BMC Cancer. 2022 Oct 25;22(1):1093. doi: 10.1186/s12885-022-10161-x.
As a human tumor disease, head and neck squamous cell carcinoma (HNSCC) is associated with a high mortality rate worldwide. Nicotinic acetylcholine receptors (nAChRs) are transmembrane receptor proteins and exert their biological effects following activation by nicotine. We aimed to construct a prognostic signature based on the expression of nAChRs among smokers with HNSCC.
The transcriptome profile of nAChRs was obtained from The Cancer Genome Atlas (TCGA). Following the integration of survival information, univariate Cox regression and least absolute shrinkage and selection operator (LASSO) analyses were performed to screen the prognosis-related nAChRs and construct a prognostic signature. Kaplan-Meier (KM), receiver operating characteristic (ROC), principal component analysis (PCA), and independent prognostic analysis were utilized to verify the predictive power of the nAChR-associated prognostic signature. The expression of α5 nAChR in clinical samples was verified by quantitative reverse transcriptase PCR.
Subunits α2, α5, α9, and β4 were related to the prognosis. The prognostic signature comprised the expression of subunits α5, α9, and β4. The nAChR-associated signature showed high sensitivity and specificity for prognostic prediction and was an independent factor for overall survival. Based on the clinical variables and expression of nAChRs, a nomogram was constructed for predicting the outcomes of HNSCC patients who were smokers in the clinical settings. In clinical specimens, α5 nAChR showed high expression in HNSCC tissues, especially among smokers.
The nAChR-associated signature constructed in this study may provide a better system for the classification of HNSCC patients and facilitate personalized treatment according to their smoking habits.
作为一种人类肿瘤疾病,头颈部鳞状细胞癌(HNSCC)在全球范围内具有较高的死亡率。烟碱型乙酰胆碱受体(nAChRs)是一种跨膜受体蛋白,在被尼古丁激活后发挥其生物学效应。我们旨在构建一个基于吸烟的 HNSCC 患者 nAChRs 表达的预后标志物。
从癌症基因组图谱(TCGA)中获得 nAChRs 的转录组谱。整合生存信息后,进行单变量 Cox 回归和最小绝对收缩和选择算子(LASSO)分析,以筛选与预后相关的 nAChRs 并构建预后标志物。 Kaplan-Meier(KM)、接受者操作特征(ROC)、主成分分析(PCA)和独立预后分析用于验证 nAChR 相关预后标志物的预测能力。通过定量逆转录 PCR 验证临床样本中α5 nAChR 的表达。
亚基α2、α5、α9 和β4 与预后相关。预后标志物由亚基α5、α9 和β4 的表达组成。nAChR 相关标志物在预后预测方面具有较高的敏感性和特异性,是总生存期的独立因素。基于临床变量和 nAChRs 的表达,构建了一个预测吸烟的 HNSCC 患者结局的列线图。在临床标本中,α5 nAChR 在 HNSCC 组织中表达较高,尤其是在吸烟者中。
本研究构建的 nAChR 相关标志物可能为 HNSCC 患者的分类提供更好的系统,并根据其吸烟习惯促进个性化治疗。