皮肤黑色素瘤 m6A RNA 甲基化调节因子的预后和免疫浸润分析以及与杯突症相关基因的差异分析

Cui-cui Tian, Hao-ze Shi, Cong-cong Zhang, Yingjie Kong, Hao Chen
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摘要

N6-甲基腺苷(m6A)修饰和杯突症在各种恶性肿瘤的发病机制中起着至关重要的作用。然而,m6A调节因子和杯突症相关基因在皮肤黑色素瘤(CM)中的预测作用仍不清楚。本研究的目的不仅在于探讨m6A修饰在皮肤黑色素瘤中的作用,还在于研究杯突相关基因在不同风险组中的差异表达。 我们从 XENA 和 GTEx 数据库中获得了转录组数据。我们采用单变量 Cox 回归分析来研究 m6A 相关基因与 CM 结局之间的关系。我们还利用 LASSO 回归分析构建了风险模型。此外,我们还使用 CIBERSORT 算法分析了免疫细胞浸润。最后,我们评估了CM样本中杯突症相关基因的表达水平,并通过RT-qPCR验证了YTHDF3敲除后黑色素瘤细胞中杯突症相关基因的表达情况。 所有与 m6A 相关的基因在黑色素瘤组织和正常组织中均存在差异,并形成了预后特征。免疫浸润显示,低风险组患者的CD8 + T细胞、记忆活化CD4 + T细胞、活化NK细胞和M1巨噬细胞水平高于高风险组(P<0.05)。此外,杯突相关基因MTF-1、PDHB和FDX1与风险评分呈显著负相关(分别为P=0.0007、P=0.0057和P=0.04)。我们还发现,黑色素瘤细胞中 YTHDF3 的下调会影响杯突相关基因的表达。(P<0.01和P<0.05)。 我们的研究证明了m6A相关基因和杯突症相关基因在CM中的预后价值,为CM提供了新的预测模型和潜在的治疗靶点。
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Prognosis and immune infiltration analysis of m6A RNA methylation regulators in cutaneous melanoma and differential analysis with cuproptosis related genes
N6-methyladenosine (m6A) modification and cuproptosis play essential roles in the pathogenesis of various malignant tumors. However, the predictive role of m6A regulators and cuproptosis-related genes in cutaneous melanoma (CM) remains unclear. In this study, the aim was not only to explore the role of m6A modification in CM, but also to investigate the differential expression of cuproptosis-related genes in different risk group. We obtained transcriptome data from the XENA and GTEx databases. Univariate Cox regression analysis was performed to investigate the relationship between m6A-related genes and the outcomes of CM. LASSO regression analysis was utilized to construct a risk model. Moreover, we analyzed immune cell infiltration using CIBERSORT algorithms. Finally, we evaluated the expression levels of cuproptosis-related genes in CM samples and performed RT-qPCR to validate the expression of cuproptosis-associated genes in melanoma cells after YTHDF3 knockdown. All m6A-related genes differed in melanoma tissues and normal tissues and a prognostic signature was developed. Immune infiltration revealed that low-risk group patients had a higher level of CD8 + T cells, memory activated CD4 + T cells, activated NK cells and M1 Macrophages than high-risk group (P<0.05). Moreover, the cuproptosis-related genes MTF-1, PDHB and FDX1 were significantly negatively associated with risk score (P=0.0007, P=0.0057 and P=0.04, respectively). We also found that downregulation YTHDF3 in melanoma cells affected the expression of cuproptosis-related genes. (P<0.01 and P<0.05). Our study demonstrated the prognostic value of m6A-related genes and cuproptosis-related genes in CM, providing new predictive models and potential therapeutic targets for CM.
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