Suppr超能文献

整合 DNA 甲基化、基因表达和免疫细胞群体的研究揭示了与动脉粥样硬化斑块形成相关的免疫细胞浸润。

Integrated investigation of DNA methylation, gene expression and immune cell population revealed immune cell infiltration associated with atherosclerotic plaque formation.

机构信息

Department of Neural Medicine, The Second Hospital of Shandong University, Shandong University, No. 247 Beiyuan Street, Jinan, 250033, China.

Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, 17 Lujiang Road, Hefei, 230001, China.

出版信息

BMC Med Genomics. 2022 May 9;15(1):108. doi: 10.1186/s12920-022-01259-z.

Abstract

BACKGROUND

The clinical consequences of atherosclerosis are significant source of morbidity and mortality throughout the world, while the molecular mechanisms of the pathogenesis of atherosclerosis are largely unknown.

METHODS

In this study, we integrated the DNA methylation and gene expression data in atherosclerotic plaque samples to decipher the underlying association between epigenetic and transcriptional regulation. Immune cell classification was performed on the basis of the expression pattern of detected genes. Finally, we selected ten genes with dysregulated methylation and expression levels for RT-qPCR validation.

RESULTS

Global DNA methylation profile showed obvious changes between normal aortic and atherosclerotic lesion tissues. We found that differentially methylated genes (DMGs) and differentially expressed genes (DEGs) were highly associated with atherosclerosis by being enriched in atherosclerotic plaque formation-related pathways, including cell adhesion and extracellular matrix organization. Immune cell fraction analysis revealed that a large number of immune cells, especially macrophages, activated mast cells, NK cells, and Tfh cells, were specifically enriched in the plaque. DEGs associated with immune cell fraction change showed that they were mainly related to the level of macrophages, monocytes, resting NK cells, activated CD4 memory T cells, and gamma delta T cells. These genes were highly enriched in multiple pathways of atherosclerotic plaque formation, including blood vessel remodeling, collagen fiber organization, cell adhesion, collagen catalogic process, extractable matrix assembly, and platelet activation. We also validated the expression alteration of ten genes associated with infiltrating immune cells in atherosclerosis.

CONCLUSIONS

In conclusion, these findings provide new evidence for understanding the mechanisms of atherosclerotic plaque formation, and provide a new and valuable research direction based on immune cell infiltration.

摘要

背景

动脉粥样硬化的临床后果是全世界发病率和死亡率的重要来源,而动脉粥样硬化发病机制的分子机制在很大程度上尚不清楚。

方法

在这项研究中,我们整合了动脉粥样硬化斑块样本中的 DNA 甲基化和基因表达数据,以揭示表观遗传和转录调控之间的潜在关联。根据检测到的基因的表达模式对免疫细胞进行分类。最后,我们选择了十个甲基化和表达水平失调的基因进行 RT-qPCR 验证。

结果

正常主动脉和动脉粥样硬化病变组织之间的全基因组 DNA 甲基化谱显示出明显变化。我们发现,差异甲基化基因(DMGs)和差异表达基因(DEGs)通过富集与动脉粥样硬化斑块形成相关的途径(包括细胞黏附和细胞外基质组织)与动脉粥样硬化高度相关。免疫细胞分数分析显示,大量免疫细胞,特别是巨噬细胞、活化的肥大细胞、NK 细胞和 Tfh 细胞,在斑块中特异性富集。与免疫细胞分数变化相关的 DEGs 表明,它们主要与巨噬细胞、单核细胞、静止 NK 细胞、活化的 CD4 记忆 T 细胞和γδ T 细胞的水平有关。这些基因高度富集在多个动脉粥样硬化斑块形成途径中,包括血管重塑、胶原纤维组织、细胞黏附、胶原分类过程、可提取基质组装和血小板激活。我们还验证了与动脉粥样硬化中浸润免疫细胞相关的十个基因的表达变化。

结论

总之,这些发现为理解动脉粥样硬化斑块形成的机制提供了新的证据,并为基于免疫细胞浸润的研究提供了一个新的有价值的研究方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c85/9082837/18980c66a4a3/12920_2022_1259_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验