复杂的肿瘤免疫微环境导致的DNA甲基化异质性提示胶质瘤的预后风险。

IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Epigenetics Pub Date : 2024-12-01 Epub Date: 2024-03-05 DOI:10.1080/15592294.2024.2318506
Shuangyue Ma, Xu Pan, Jing Gan, Xiaxin Guo, Jiaheng He, Haoyu Hu, Yuncong Wang, Shangwei Ning, Hui Zhi
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引用次数: 0

摘要

胶质瘤是人类神经系统的恶性肿瘤,世界卫生组织(WHO)对其进行了不同的分类,胶质母细胞瘤(GBM)的级别较高,比低级胶质瘤(LGG)的恶性程度更高。为了剖析胶质瘤的DNA甲基化异质性如何受到肿瘤免疫微环境复杂细胞组成的影响,我们首先比较了纯化的人类免疫细胞和大块胶质瘤组织的DNA甲基化图谱,并对癌症基因组图谱(TCGA)中的GBM和LGG样本的三种肿瘤免疫微环境亚型进行了分层。我们发现胶质瘤肿瘤组织中富含更多的中间甲基化位点,并使用中间甲基化位点比例(PIM)来比较瘤间DNA甲基化异质性。PIM得分越高,DNA甲基化异质性越强。增强的DNA甲基化异质性与胶质瘤患者更强的免疫细胞浸润、更好的生存率和更慢的肿瘤进展有关。然后,我们创建了细胞类型相关的DNA甲基化异质性贡献(CMHC)评分,以探讨不同免疫细胞类型对胶质瘤组织中异质性CpG位点(CpGct)的影响。我们确定了八个与预后相关的CpGct,构建了一个风险评分:细胞类型相关DNA甲基化异质性风险(CMHR)评分。CMHR与细胞毒性T淋巴细胞浸润(CTL)呈正相关,对IDH状态(AUC = 0.96)和胶质瘤组织学表型(AUC = 0.81)有更好的预测效果。此外,8个CpGct的DNA甲基化改变可能与胶质瘤的药物治疗有关。总之,我们发现DNA甲基化异质性与复杂的肿瘤免疫微环境、胶质瘤表型和患者预后有关。
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DNA methylation heterogeneity attributable to a complex tumor immune microenvironment prompts prognostic risk in glioma.

Gliomas are malignant tumours of the human nervous system with different World Health Organization (WHO) classifications, glioblastoma (GBM) with higher grade and are more malignant than lower-grade glioma (LGG). To dissect how the DNA methylation heterogeneity in gliomas is influenced by the complex cellular composition of the tumour immune microenvironment, we first compared the DNA methylation profiles of purified human immune cells and bulk glioma tissue, stratifying three tumour immune microenvironmental subtypes for GBM and LGG samples from The Cancer Genome Atlas (TCGA). We found that more intermediate methylation sites were enriched in glioma tumour tissues, and used the Proportion of sites with Intermediate Methylation (PIM) to compare intertumoral DNA methylation heterogeneity. A larger PIM score reflected stronger DNA methylation heterogeneity. Enhanced DNA methylation heterogeneity was associated with stronger immune cell infiltration, better survival rates, and slower tumour progression in glioma patients. We then created a Cell-type-associated DNA Methylation Heterogeneity Contribution (CMHC) score to explore the impact of different immune cell types on heterogeneous CpG site (CpGct) in glioma tissues. We identified eight prognosis-related CpGct to construct a risk score: the Cell-type-associated DNA Methylation Heterogeneity Risk (CMHR) score. CMHR was positively correlated with cytotoxic T-lymphocyte infiltration (CTL), and showed better predictive performance for IDH status (AUC = 0.96) and glioma histological phenotype (AUC = 0.81). Furthermore, DNA methylation alterations of eight CpGct might be related to drug treatments of gliomas. In conclusion, we indicated that DNA methylation heterogeneity is associated with a complex tumour immune microenvironment, glioma phenotype, and patient's prognosis.

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来源期刊
Epigenetics
Epigenetics 生物-生化与分子生物学
CiteScore
6.80
自引率
2.70%
发文量
82
审稿时长
3-8 weeks
期刊介绍: Epigenetics publishes peer-reviewed original research and review articles that provide an unprecedented forum where epigenetic mechanisms and their role in diverse biological processes can be revealed, shared, and discussed. Epigenetics research studies heritable changes in gene expression caused by mechanisms others than the modification of the DNA sequence. Epigenetics therefore plays critical roles in a variety of biological systems, diseases, and disciplines. Topics of interest include (but are not limited to): DNA methylation Nucleosome positioning and modification Gene silencing Imprinting Nuclear reprogramming Chromatin remodeling Non-coding RNA Non-histone chromosomal elements Dosage compensation Nuclear organization Epigenetic therapy and diagnostics Nutrition and environmental epigenetics Cancer epigenetics Neuroepigenetics
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