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m6A甲基化谱作为鼻咽癌的预后标志物:来自MeRIP-Seq和RNA-Seq的见解

m6A methylation profiling as a prognostic marker in nasopharyngeal carcinoma: insights from MeRIP-Seq and RNA-Seq.

作者信息

Chen Xiaochuan, Xu Wenqian, Pan Junping, Yang Hanxuan, Li Yi, Chen Xin, Sun Yingming, Liu Qinying, Qiu Sufang

机构信息

Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.

Department of Radiation and Medical Oncology, Affiliated Sanming First Hospital of Fujian Medical University, Sanming, China.

出版信息

Front Immunol. 2024 Dec 12;15:1492648. doi: 10.3389/fimmu.2024.1492648. eCollection 2024.

Abstract

BACKGROUND

Nasopharyngeal carcinoma (NPC) is a type of malignant tumors commonly found in Southeast Asia and China, with insidious onset and clinical symptoms. N6-methyladenosine (m6A) modification significantly contributes to tumorigenesis and progression by altering RNA secondary structure and influencing RNA-protein binding at the transcriptome level. However, the mechanism and role of abnormal m6A modification in nasopharyngeal carcinoma remain unclear.

METHODS

Nasopharyngeal Carcinoma tissues from 3 patients and non-cancerous nasopharyngeal tissues from 3 individuals, all from Fujian Cancer Hospital, were sequenced for m6A methylation. These were combined with transcriptome sequencing data from 192 nasopharyngeal cancer tissues. Genes linked to prognosis were discovered using differential analysis and univariate Cox regression. Subsequently, a prognostic model associated with m6A was developed through the application of LASSO regression analysis. The model's accuracy was verified using both internal transcriptome databases and external databases. An extensive evaluation of the tumor's immune microenvironment and signaling pathways was performed, analyzing both transcriptomic and single-cell data.

RESULTS

The m6A methylation sequencing analysis revealed 194 genes with varying expression levels, many of which are predominantly associated with immune pathways. By integrating transcriptome sequencing data, 19 m6A-modified genes were found to be upregulated in tumor tissues, leading to the development of a three-gene (EME1, WNT4, SHISA2) risk prognosis model. The group with lower risk exhibited notable enrichment in pathways related to immunity, displaying traits like enhanced survival rates, stronger immune profiles, and increased responsiveness to immunotherapy when compared to the higher-risk group. Single-cell analysis revealed that malignant cells exhibited the highest risk score levels compared to immune cells, with a high-risk score indicating worse biological behavior. The three hub genes demonstrated significant correlation with m6A modification regulators, and MeRIP-RT-PCR confirmed the occurrence of m6A methylation in these genes within nasopharyngeal carcinoma cells.

CONCLUSIONS

A prognostic model for nasopharyngeal carcinoma risk based on m6A modification genes was developed, and its prognostic value was confirmed through self-assessment data. The study highlighted the crucial impact of m6A modification on the immune landscape of nasopharyngeal cancer.

摘要

背景

鼻咽癌(NPC)是一种在东南亚和中国常见的恶性肿瘤,起病隐匿且有临床症状。N6-甲基腺苷(m6A)修饰通过改变RNA二级结构并在转录组水平影响RNA-蛋白质结合,对肿瘤发生和进展有显著作用。然而,m6A修饰异常在鼻咽癌中的机制和作用仍不清楚。

方法

对来自福建肿瘤医院的3例鼻咽癌组织和3例个体的非癌性鼻咽组织进行m6A甲基化测序。将这些数据与192例鼻咽癌组织的转录组测序数据相结合。通过差异分析和单因素Cox回归发现与预后相关的基因。随后,通过应用LASSO回归分析建立了与m6A相关的预后模型。使用内部转录组数据库和外部数据库验证该模型的准确性。对肿瘤的免疫微环境和信号通路进行了广泛评估,分析了转录组和单细胞数据。

结果

m6A甲基化测序分析揭示了194个表达水平不同的基因,其中许多主要与免疫途径相关。通过整合转录组测序数据,发现19个m6A修饰基因在肿瘤组织中上调,从而建立了一个三基因(EME1、WNT4、SHISA2)风险预后模型。低风险组在与免疫相关的途径中表现出显著富集,与高风险组相比,显示出存活率提高、免疫特征更强和对免疫治疗反应性增加等特征。单细胞分析显示,与免疫细胞相比,恶性细胞表现出最高的风险评分水平,高风险评分表明生物学行为更差。这三个枢纽基因与m6A修饰调节因子显示出显著相关性,MeRIP-RT-PCR证实了这些基因在鼻咽癌细胞内发生了m6A甲基化。

结论

建立了基于m6A修饰基因的鼻咽癌风险预后模型,并通过自我评估数据证实了其预后价值。该研究突出了m6A修饰对鼻咽癌免疫格局的关键影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4595/11669702/e04a6e6173db/fimmu-15-1492648-g001.jpg

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