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m5C调控因子的基因特征可能预测头颈部鳞状细胞癌患者的预后。

Gene signatures of m5C regulators may predict prognoses of patients with head and neck squamous cell carcinoma.

作者信息

Xue Miaomiao, Shi Qingmiao, Zheng Lian, Li Qingbin, Yang Liya, Zhang Yuanyuan

机构信息

Department of General Dentistry, The First Affiliated Hospital of Zhengzhou University Zhengzhou 450052, Henan, P. R. China.

Gene Hospital of Henan Province, Precision Medicine Center, The First Affiliated Hospital of Zhengzhou University Zhengzhou 450052, Henan, P. R. China.

出版信息

Am J Transl Res. 2020 Oct 15;12(10):6841-6852. eCollection 2020.

Abstract

BACKGROUND

Head and neck squamous cell carcinoma (HNSCC) is the fifth most common malignancy in the world. The 5-methylcytosine (m5C) plays vital roles in pathological conditions, such as cancer.

METHODS

This study investigated The Cancer Genome Atlas (TCGA) database for patients with HNSCC. We characterized the mutations and copy number variations (CNVs) in m5C-regulatory genes, in addition to analyzing their mRNA expressions. Gene set enrichment analysis (GSEA) and protein-protein interaction (PPI) analyses were used to explore relevant functional annotations of m5C-regulatory genes.

RESULTS

Alterations in m5C-regulatory genes were closely associated with patient clinicopathological characteristics. The expression of ten m5C-regulatory genes was significantly correlated with CNV patterns, indicating that m5C-regulatory genes have important regulatory effects. There was increased expression of m5C-regulatory genes, particularly ALYREF and NSUN5, during the tumor, node, and metastasis stages. Cox regression analysis revealed that the expression of DNMT1, TET2, and NSUN6 correlated with HNSCC prognoses. Furthermore, the expression of DNMT1 and ALYREF could effectively predict HNSCC risk in patients. In addition, the high expression levels of ALYREF correlated with mitochondrial function, and the elevated DNMT1 expression was associated with peptide cross-linking and humoral immunity. These results provide promising insight into the roles of m5C genes in tumor energy-metabolism and protein synthesis.

CONCLUSIONS

Collectively, the results indicate that m5C plays critical roles in HNSCC progression, and is also a potential HNSCC prognostic marker.

摘要

背景

头颈部鳞状细胞癌(HNSCC)是全球第五大常见恶性肿瘤。5-甲基胞嘧啶(m5C)在诸如癌症等病理状况中发挥着至关重要的作用。

方法

本研究调查了癌症基因组图谱(TCGA)数据库中的HNSCC患者。我们除了分析m5C调控基因的mRNA表达外,还对其突变和拷贝数变异(CNV)进行了特征描述。基因集富集分析(GSEA)和蛋白质-蛋白质相互作用(PPI)分析用于探索m5C调控基因的相关功能注释。

结果

m5C调控基因的改变与患者临床病理特征密切相关。十个m5C调控基因的表达与CNV模式显著相关,表明m5C调控基因具有重要的调控作用。在肿瘤、淋巴结转移阶段,m5C调控基因的表达增加,尤其是ALYREF和NSUN5。Cox回归分析显示,DNMT1、TET2和NSUN6的表达与HNSCC预后相关。此外,DNMT1和ALYREF的表达可以有效预测患者的HNSCC风险。此外,ALYREF的高表达与线粒体功能相关,DNMT1表达升高与肽交联和体液免疫相关。这些结果为m5C基因在肿瘤能量代谢和蛋白质合成中的作用提供了有前景的见解。

结论

总体而言,结果表明m5C在HNSCC进展中起关键作用,也是一种潜在的HNSCC预后标志物。

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