College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
Liangzhu Laboratory, Zhejiang University, Hangzhou, China.
Epigenetics. 2024 Dec;19(1):2318506. doi: 10.1080/15592294.2024.2318506. Epub 2024 Mar 5.
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 () in glioma tissues. We identified eight prognosis-related 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 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.
神经胶质瘤是人类神经系统的恶性肿瘤,具有不同的世界卫生组织(WHO)分类,其中胶质母细胞瘤(GBM)分级较高,比低级别神经胶质瘤(LGG)更具恶性。为了剖析神经胶质瘤中 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,我们首先比较了来自癌症基因组图谱(TCGA)的纯化人类免疫细胞和批量神经胶质瘤组织的 DNA 甲基化图谱,对 GBM 和 LGG 样本的肿瘤免疫微环境亚型进行了分层。我们发现,神经胶质瘤肿瘤组织中富集了更多的中间甲基化位点,并用中间甲基化位点的比例(PIM)来比较肿瘤间的 DNA 甲基化异质性。较大的 PIM 评分反映了更强的 DNA 甲基化异质性。在神经胶质瘤患者中,增强的 DNA 甲基化异质性与更强的免疫细胞浸润、更好的生存率和更慢的肿瘤进展相关。然后,我们创建了一种细胞类型相关的 DNA 甲基化异质性贡献(CMHC)评分,以探讨不同免疫细胞类型对神经胶质瘤组织中异质性 CpG 位点的影响。我们确定了与预后相关的 8 个,并构建了一个风险评分:细胞类型相关的 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)和神经胶质瘤组织表型(AUC=0.81)具有更好的预测性能。此外,8 个 的 DNA 甲基化改变可能与神经胶质瘤的药物治疗有关。总之,我们表明 DNA 甲基化异质性与复杂的肿瘤免疫微环境、神经胶质瘤表型和患者的预后相关。