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使用基于甲基化CpG结合域捕获法对慢性淋巴细胞白血病患者进行全面DNA甲基化分析

Comprehensive DNA Methylation Analysis Using a Methyl-CpG-binding Domain Capture-based Method in Chronic Lymphocytic Leukemia Patients.

作者信息

Subhash Santhilal, Kanduri Meena

机构信息

Department of Medical Genetics, Institute of Biomedicine, Gothenburg University.

Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, Gothenburg University;

出版信息

J Vis Exp. 2017 Jun 16(124):55773. doi: 10.3791/55773.

DOI:10.3791/55773
PMID:28654059
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5608441/
Abstract

The role of long noncoding RNAs (lncRNAs) in cancer is coming to the forefront due to growing interest in understanding their mechanistic functions during cancer development and progression. Despite this, the global epigenetic regulation of lncRNAs and repetitive sequences in cancer has not been well investigated, particularly in chronic lymphocytic leukemia (CLL). This study focuses on a unique approach: the immunoprecipitation-based capture of double-stranded, methylated DNA fragments using methyl-binding domain (MBD) proteins, followed by next-generation sequencing (MBD-seq). CLL patient samples belonging to two prognostic subgroups (5 IGVH mutated samples + 5 IGVH unmutated samples) were used in this study. Analysis revealed 5,800 hypermethylated and 12,570 hypomethylated CLL-specific differentially methylated genes (cllDMGs) compared to normal healthy controls. Importantly, these results identified several CLL-specific, differentially methylated lncRNAs, repetitive elements, and protein-coding genes with potential prognostic value. This work outlines a detailed protocol for an MBD-seq and bioinformatics pipeline developed for the comprehensive analysis of global methylation profiles in highly CpG-rich regions using CLL patient samples. Finally, a protein-coding gene and an lncRNA were validated using pyrosequencing, which is a highly quantitative method to analyze CpG methylation levels to further corroborate the findings from the MBD-seq protocol.

摘要

由于人们越来越有兴趣了解长链非编码RNA(lncRNA)在癌症发生和发展过程中的机制功能,其在癌症中的作用正日益受到关注。尽管如此,lncRNA和癌症中重复序列的整体表观遗传调控尚未得到充分研究,尤其是在慢性淋巴细胞白血病(CLL)中。本研究聚焦于一种独特的方法:使用甲基结合域(MBD)蛋白基于免疫沉淀捕获双链甲基化DNA片段,随后进行二代测序(MBD-seq)。本研究使用了属于两个预后亚组的CLL患者样本(5个IGVH突变样本 + 5个IGVH未突变样本)。分析显示,与正常健康对照相比,有5800个高甲基化和12570个低甲基化的CLL特异性差异甲基化基因(cllDMG)。重要的是,这些结果鉴定出了几个具有潜在预后价值的CLL特异性差异甲基化lncRNA、重复元件和蛋白质编码基因。这项工作概述了一个用于MBD-seq的详细方案以及为使用CLL患者样本全面分析高CpG富集区域的整体甲基化谱而开发的生物信息学流程。最后,使用焦磷酸测序验证了一个蛋白质编码基因和一个lncRNA,焦磷酸测序是一种用于分析CpG甲基化水平的高度定量方法,以进一步证实MBD-seq方案的结果。

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本文引用的文献

1
Global DNA methylation profiling reveals new insights into epigenetically deregulated protein coding and long noncoding RNAs in CLL.全基因组DNA甲基化分析揭示了慢性淋巴细胞白血病中表观遗传失调的蛋白质编码基因和长链非编码RNA的新见解。
Clin Epigenetics. 2016 Oct 12;8:106. doi: 10.1186/s13148-016-0274-6. eCollection 2016.
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GeneSCF: a real-time based functional enrichment tool with support for multiple organisms.GeneSCF:一种基于实时的功能富集工具,支持多种生物。
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Epigenetic silencing of miR-26A1 in chronic lymphocytic leukemia and mantle cell lymphoma: Impact on EZH2 expression.慢性淋巴细胞白血病和套细胞淋巴瘤中miR-26A1的表观遗传沉默:对EZH2表达的影响。
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Trimmomatic: a flexible trimmer for Illumina sequence data.Trimmomatic:一款适用于 Illumina 测序数据的灵活修剪工具。
Bioinformatics. 2014 Aug 1;30(15):2114-20. doi: 10.1093/bioinformatics/btu170. Epub 2014 Apr 1.
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featureCounts: an efficient general purpose program for assigning sequence reads to genomic features.featureCounts:一个用于将序列读取分配给基因组特征的高效通用程序。
Bioinformatics. 2014 Apr 1;30(7):923-30. doi: 10.1093/bioinformatics/btt656. Epub 2013 Nov 13.
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ANGPT2 promoter methylation is strongly associated with gene expression and prognosis in chronic lymphocytic leukemia.ANGPT2 启动子甲基化与慢性淋巴细胞白血病的基因表达和预后密切相关。
Epigenetics. 2013 Jul;8(7):720-9. doi: 10.4161/epi.24947. Epub 2013 May 14.
7
Quality evaluation of methyl binding domain based kits for enrichment DNA-methylation sequencing.基于甲基结合域试剂盒的 DNA 甲基化测序质量评估。
PLoS One. 2013;8(3):e59068. doi: 10.1371/journal.pone.0059068. Epub 2013 Mar 15.
8
Distinct transcriptional control in major immunogenetic subsets of chronic lymphocytic leukemia exhibiting subset-biased global DNA methylation profiles.慢性淋巴细胞白血病的主要免疫遗传亚群表现出亚群偏倚的全基因组 DNA 甲基化谱,存在独特的转录控制。
Epigenetics. 2012 Dec 1;7(12):1435-42. doi: 10.4161/epi.22901. Epub 2012 Nov 15.
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Epigenomic analysis detects widespread gene-body DNA hypomethylation in chronic lymphocytic leukemia.表观基因组分析检测到慢性淋巴细胞白血病中广泛的基因体 DNA 低甲基化。
Nat Genet. 2012 Nov;44(11):1236-42. doi: 10.1038/ng.2443. Epub 2012 Oct 14.
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Leukemia. 2013 Jan;27(1):150-8. doi: 10.1038/leu.2012.245. Epub 2012 Aug 27.