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基于m6A调控因子的皮肤黑色素瘤中免疫浸润增强的分子亚型鉴定与验证

Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma.

作者信息

Lin Yitong, Wang Shu, Liu Shirui, Lv Sha, Wang Huayang, Li Fuqiu

机构信息

Department of Dermatology, The Second Hospital of Jilin University, Changchun, Jilin Province, 130041, China.

Department of Radiotherapy, The Second Hospital of Jilin University, Changchun, Jilin Province, 130041, China.

出版信息

Biomed Res Int. 2021 Jan 2;2021:2769689. doi: 10.1155/2021/2769689. eCollection 2021.

Abstract

BACKGROUND

As the most aggressive type of skin cancer, cutaneous melanoma (CM) is experiencing a rapidly rising mortality in recent years. Exploring potential prognostic biomarkers or mechanisms of disease progression therefore has a great significance for CM. The purpose of this study was to identify genetic markers and prognostic performance of N6-methyladenosine (m6A) regulators in CM.

METHOD

Gene expression profiles, copy number variation (CNV), and single nucleotide polymorphism (SNP) data of patients were obtained from The Cancer Genome Atlas (TCGA) database.

RESULTS

Genomic variation and association analysis of gene expressions revealed a high degree of genomic variation in the presence of m6A-regulated genes. m6A patients with high-frequency genomic variants in the regulatory gene tended to develop a worse prognosis ( < 0.01). Unsupervised cluster analysis of the expression profiles of m6A-regulated genes identified three clinically distinct molecular subtypes, including degradation-enhanced subgroup and immune-enhanced subgroup, with significant prognostic differences ( = 0.046). A novel prognostic signature, which was established according to m6A-related characteristic genes identified through genome-wide expression spectrum, could effectively identify samples with poor prognosis and enhanced immune infiltration, and the effectiveness was also verified in the dataset of the chip.

CONCLUSION

We identified genetic changes in the m6A regulatory gene in CM and related survival outcomes. The findings of this study provide new insights into the epigenetic understanding of m6A in CM.

摘要

背景

皮肤黑色素瘤(CM)作为最具侵袭性的皮肤癌类型,近年来死亡率迅速上升。因此,探索潜在的预后生物标志物或疾病进展机制对CM具有重要意义。本研究的目的是确定CM中N6-甲基腺苷(m6A)调节剂的遗传标记和预后性能。

方法

从癌症基因组图谱(TCGA)数据库获取患者的基因表达谱、拷贝数变异(CNV)和单核苷酸多态性(SNP)数据。

结果

基因表达的基因组变异和关联分析显示,在存在m6A调控基因的情况下存在高度的基因组变异。调控基因中具有高频基因组变异的m6A患者往往预后较差(<0.01)。对m6A调控基因表达谱进行无监督聚类分析,确定了三种临床不同的分子亚型,包括降解增强亚组和免疫增强亚组,预后差异显著(=0.046)。根据通过全基因组表达谱鉴定的m6A相关特征基因建立的一种新预后特征,能够有效识别预后不良和免疫浸润增强的样本,并且在芯片数据集中也验证了其有效性。

结论

我们确定了CM中m6A调控基因的遗传变化及其相关生存结果。本研究结果为CM中m6A的表观遗传学理解提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1520/7801086/c25b78f1be91/BMRI2021-2769689.001.jpg

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