National Health Commission (NHC), Key Laboratory of Personalized Diagnosis and Treatment of Nasopharyngeal Carcinoma, Jiangxi Cancer Hospital of Nanchang University, Nanchang, China.
Department of Science and Education, Jiangxi Key Laboratory of Translational Cancer Research, Jiangxi Cancer Hospital of Nanchang University, Nanchang, China.
Front Immunol. 2022 Feb 3;13:809872. doi: 10.3389/fimmu.2022.809872. eCollection 2022.
This study aimed to construct a signature of N-methyladenosine (m6A) regulator-related genes that could be used for the prognosis of head and neck squamous cell carcinoma (HNSCC) and to clarify the molecular and immune characteristics and benefits of immune checkpoint inhibitor (ICI) therapy using the prognostic signature to define the subgroups of HNSCC. This study showed that eighteen m6A regulators were abnormally expressed in the Cancer Genome Atlas (TCGA) HNSCC tissues compared with those in normal tissues. We constructed a signature of 12 m6A regulator-related genes using the Cox risk model, combined with the least absolute shrinkage and selection operator (Lasso) variable screening algorithm. Based on the median of the signature risk score, the patients were divided into high- and low-risk groups. The Kaplan-Meier survival analyses showed that patients with high-risk scores demonstrated poorer overall survival (OS) than those with low-risk scores based on TCGA-HNSCC data (0.001). The OS of high-risk patients was significantly worse than that of low-risk patients in the GSE65858 (0.001) and International Cancer Genome Consortium (ICGC) oral cancer cohorts ( = 0.0089). Furthermore, immune infiltration analyses showed that 8 types of immune cell infiltration showed highly significant differences between the two risk groups (0.001). In the Imvigor210CoreBiologies dataset of patients who received ICIs, the objective response rate (ORR) of the low-risk group (32%) was significantly higher than that of the high-risk group (13%). Additionally, patients in the high-risk group presented with a more significant adverse OS than that of the low-risk group ( = 0.00032). GSE78220 also showed that the ORR of the low-risk group (64%) was higher than that of the high-risk group (43%) and the OS of low-risk patients was better than that of high-risk patients ( = 0.0064). The constructed prognostic signature, based on m6A regulator-related genes, could be used to effectively distinguish between prognoses for HNSCC patients. The prognostic signature was found to be related to the immune cell infiltration of HNSCC; it might help predict the responses and prognoses of ICIs during treatment.
这项研究旨在构建一个 N6-甲基腺苷(m6A)调节因子相关基因的签名,用于预测头颈部鳞状细胞癌(HNSCC)的预后,并使用该预后签名定义 HNSCC 的亚组,以阐明免疫检查点抑制剂(ICI)治疗的分子和免疫特征和益处。这项研究表明,与正常组织相比,18 个 m6A 调节剂在癌症基因组图谱(TCGA)HNSCC 组织中异常表达。我们使用 Cox 风险模型结合最小绝对收缩和选择算子(Lasso)变量筛选算法构建了一个由 12 个 m6A 调节因子相关基因组成的签名。根据签名风险评分的中位数,将患者分为高风险和低风险组。基于 TCGA-HNSCC 数据的 Kaplan-Meier 生存分析表明,高风险评分患者的总生存率(OS)明显低于低风险评分患者(0.001)。在 GSE65858 和国际癌症基因组联盟(ICGC)口腔癌队列中,高风险患者的 OS 明显差于低风险患者(=0.001)。此外,免疫浸润分析表明,在两组之间,8 种免疫细胞浸润类型存在高度显著差异(0.001)。在接受 ICI 治疗的患者的 Imvigor210CoreBiologies 数据集中,低风险组(32%)的客观缓解率(ORR)明显高于高风险组(13%)。此外,高风险组患者的不良 OS 明显差于低风险组(=0.00032)。GSE78220 还表明,低风险组(64%)的 ORR 高于高风险组(43%),低风险患者的 OS 优于高风险患者(=0.0064)。基于 m6A 调节因子相关基因构建的预后签名可有效区分 HNSCC 患者的预后。该预后签名与 HNSCC 的免疫细胞浸润有关;它可能有助于预测治疗期间 ICI 的反应和预后。