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分析转移性黑色素瘤肿瘤免疫微环境中的 DNA 甲基化模式。

Analysis of DNA methylation patterns in the tumor immune microenvironment of metastatic melanoma.

机构信息

Division of Oncology and Pathology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.

Division of Cancer Epidemiology and Genetics, National Cancer Institute, Washington, DC, USA.

出版信息

Mol Oncol. 2020 May;14(5):933-950. doi: 10.1002/1878-0261.12663. Epub 2020 Mar 21.

Abstract

The presence of immune cells in the tumor microenvironment has been associated with response to immunotherapies across several cancer types, including melanoma. Despite its therapeutic relevance, characterization of the melanoma immune microenvironments remains insufficiently explored. To distinguish the immune microenvironment in a cohort of 180 metastatic melanoma clinical specimens, we developed a method using promoter CpG methylation of immune cell type-specific genes extracted from genome-wide methylation arrays. Unsupervised clustering identified three immune methylation clusters with varying levels of immune CpG methylation that are related to patient survival. Matching protein and gene expression data further corroborated the identified epigenetic characterization. Exploration of the possible immune exclusion mechanisms at play revealed likely dependency on MITF protein level and PTEN loss-of-function events for melanomas unresponsive to immunotherapies (immune-low). To understand whether melanoma tumors resemble other solid tumors in terms of immune methylation characteristics, we explored 15 different solid tumor cohorts from TCGA. Low-dimensional projection based on immune cell type-specific methylation revealed grouping of the solid tumors in line with melanoma immune methylation clusters rather than tumor types. Association of survival outcome with immune cell type-specific methylation differed across tumor and cell types. However, in melanomas immune cell type-specific methylation was associated with inferior patient survival. Exploration of the immune methylation patterns in a pan-cancer context suggested that specific immune microenvironments might occur across the cancer spectrum. Together, our findings underscore the existence of diverse immune microenvironments, which may be informative for future immunotherapeutic applications.

摘要

肿瘤微环境中免疫细胞的存在与多种癌症类型(包括黑色素瘤)的免疫治疗反应相关。尽管其具有治疗相关性,但黑色素瘤免疫微环境的特征仍然研究不足。为了区分 180 份转移性黑色素瘤临床标本队列中的免疫微环境,我们开发了一种方法,该方法使用从全基因组甲基化阵列中提取的免疫细胞类型特异性基因的启动子 CpG 甲基化。无监督聚类确定了三个具有不同免疫 CpG 甲基化水平的免疫甲基化簇,这些水平与患者生存相关。匹配的蛋白和基因表达数据进一步证实了所确定的表观遗传特征。对可能存在的免疫排斥机制的探索表明,对免疫治疗无反应(免疫低)的黑色素瘤可能依赖于 MITF 蛋白水平和 PTEN 功能丧失事件。为了了解黑色素瘤肿瘤在免疫甲基化特征方面是否与其他实体瘤相似,我们探索了 TCGA 中的 15 个不同的实体瘤队列。基于免疫细胞类型特异性甲基化的低维投影揭示了实体瘤与黑色素瘤免疫甲基化簇的分组一致,而不是与肿瘤类型一致。与生存结果相关的免疫细胞类型特异性甲基化在不同的肿瘤和细胞类型中存在差异。然而,在黑色素瘤中,免疫细胞类型特异性甲基化与患者预后不良相关。在泛癌症背景下探索免疫甲基化模式表明,特定的免疫微环境可能存在于整个癌症谱中。总之,我们的研究结果强调了存在多样化的免疫微环境,这可能对未来的免疫治疗应用具有信息意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f63b/7191190/42e1df6bc873/MOL2-14-933-g001.jpg

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