Department of Plastic and Aesthetic Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China; Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
J Invest Dermatol. 2023 Aug;143(8):1579-1590.e5. doi: 10.1016/j.jid.2023.01.027. Epub 2023 Feb 24.
RNA methylation normally inhibits the self-recognition and immunogenicity of RNA. As such, it is likely an important inhibitor of cancer immune recognition in the tumor microenvironment, but how N6-methyladenosine (m6A) affects prognosis and treatment response remains unknown. In eight independent melanoma cohorts (1,564 patients), the modification patterns of 21 m6A gene signatures were systematically correlated with the immune cell infiltration of melanoma tumor microenvironment. m6A modification patterns for each patient were quantified using the principal component analysis method, yielding an m6Ascore that reflects the abundance of m6A RNA modifications. Two different m6A modification patterns were observed in patients with melanoma, separated into high and low m6Ascores that correlated with survival and treatment response. Low m6Ascores were characterized by an immune-inflamed phenotype, with 61.1% 5-year survival. High m6Ascores were characterized by an immune-excluded phenotype, with 52.2% 5-year survival. Importantly, lower m6Ascores correlated with more sensitive anti-PD-1 and anti-CTLA4 treatment responses, with 90% of patients with low m6Ascore responding, whereas 10% of those with high m6Ascore nonresponding (in cohort GSE63557). At single-cell and spatial transcriptome resolution, m6Ascore reflects melanoma malignant progression, immune exhaustion, and resistance to immune checkpoint blockade therapy. Hence, the m6Ascore correlates to an important facet of tumor immune escape as a tool for personalized medicine to guide immunotherapy in patients with melanoma.
RNA 甲基化通常会抑制 RNA 的自我识别和免疫原性。因此,它很可能是肿瘤微环境中癌症免疫识别的重要抑制剂,但 N6-甲基腺苷(m6A)如何影响预后和治疗反应仍不清楚。在 8 个独立的黑色素瘤队列(1564 名患者)中,21 个 m6A 基因特征的修饰模式与黑色素瘤肿瘤微环境中免疫细胞浸润系统地相关联。使用主成分分析方法对每个患者的 m6A 修饰模式进行量化,得出一个反映 m6A RNA 修饰丰度的 m6A 评分。在患有黑色素瘤的患者中观察到两种不同的 m6A 修饰模式,分为高和低 m6A 评分,与生存和治疗反应相关。低 m6A 评分的特征是免疫炎症表型,5 年生存率为 61.1%。高 m6A 评分的特征是免疫排斥表型,5 年生存率为 52.2%。重要的是,较低的 m6A 评分与更敏感的抗 PD-1 和抗 CTLA4 治疗反应相关,90%的低 m6A 评分患者有反应,而高 m6A 评分患者中只有 10%有反应(在 GSE63557 队列中)。在单细胞和空间转录组分辨率下,m6A 评分反映了黑色素瘤的恶性进展、免疫衰竭以及对免疫检查点阻断治疗的耐药性。因此,m6A 评分与肿瘤免疫逃逸的一个重要方面相关,可作为指导黑色素瘤患者免疫治疗的个体化医学工具。