methylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles

DNA methylation is a chemical modification of cytosine bases that is pivotal for gene regulation, cellular specification and cancer development. Here, we describe an R package, methylKit, that rapidly analyzes genome-wide cytosine epigenetic profiles from high-throughput methylation and hydroxymethylation sequencing experiments. methylKit includes functions for clustering, sample quality visualization, differential methylation analysis and annotation features, thus automating and simplifying many of the steps for discerning statistically significant bases or regions of DNA methylation. Finally, we demonstrate methylKit on breast cancer data, in which we find statistically significant regions of differential methylation and stratify tumor subtypes. methylKit is available at http://code.google.com/p/methylkit.     

DNA methylation profiles provide a viable index for porcine pluripotent stem cells

Porcine induced pluripotent stem cells (iPSCs) provide useful information for translational research. The quality of iPSCs can be assessed by their ability to differentiate into various cell types after chimera formation. However, analysis of chimera formation in pigs is a labor‐intensive and costly process, necessitating a simple evaluation method for porcine iPSCs. Our previous study identified mouse embryonic stem cell (ESC)‐specific hypomethylated loci (EShypo‐T‐DMRs), and, in this study, 36 genes selected from these were used to evaluate porcine iPSC lines. Based on the methylation profiles of the 36 genes, the iPSC line, Porco Rosso‐4, was found closest to mouse pluripotent stem cells among 5 porcine iPSCs. Moreover, Porco Rosso‐4 more efficiently contributed to the inner cell mass (ICM) of blastocysts than the iPSC line showing the lowest reprogramming of the 36 genes (Porco Rosso‐622‐14), indicating that the DNA methylation profile correlates with efficiency of ICM contribution. Furthermore, factors known to enhance iPSC quality (serum‐free medium with PD0325901 and CHIR99021) improved the methylation status at the 36 genes. Thus, the DNA methylation profile of these 36 genes is a viable index for evaluation of porcine iPSCs. genesis 51:763–776. © 2013 Wiley Periodicals, Inc.     

AFLP-Based detection of DNA methylation

By using the isoschizomersHpa II andMsp I which display differential sensitivity to cytosine methylation, a modified amplified fragment length polymorphism (AFLP) technique has been developed to investigate DNA methylation profiles in eukaryotic organims. Genomic DNA was digested with a mixture ofEcoR I and one of the isoschizomers, and ligated to oligonucleotide adapters. After two rounds of selective PCR amplification, followed by DNA separation on a Long Ranger gel electrophoresis, a subset of restriction fragments can be displayed on an X-ray film. Comparison of AFLP banding patterns betweenHpa II andMsp I revealed the extent of DNA methylation. The technique has been successfully applied in this study to investigate DNA methylation profiles of apple (Malus domestica cv. Gala) genomic DNA extracted from leaves of field-grown adult trees andin vitro-grown shoot cultures. The results showed that up to 25 percent of AFLP bands were derived from methylated sequences, and among those, a few bands unique to either adult trees orin vitro shoots were observed. These results demonstrated that this protocol is effective in identifying methylated DNA profiles. Both first authors have contributed equally to this work.     

Hi-Meth：特定位点DNA甲基化高通量检测平台

胞嘧啶甲基化是DNA表观遗传修饰的主要类型之一,在维持正常细胞功能和调控基因表达中具有重要作用。重亚硫酸盐测序法(bisulfite sequencing PCR,BSP)是特异性位点DNA甲基化检测的通用方法,能明确目的片段中每一个CpG位点的甲基化状态,但此方法需要大量的单克隆测序,操作过程较繁琐、成本昂贵。因此,开发准确、高效、便捷的DNA甲基化检测技术对提升表观遗传研究效率具有重要意义。基于本课题组开发的高通量突变类型检测平台Hi-TOM (high-throughput tracking of mutations),我们进一步建立了特定位点DNA甲基化高通量检测平台Hi-Meth (high-throughput detection of DNA methylation)。DNA样品通过重亚硫酸盐处理之后,仅需一轮PCR扩增即可通过Hi-Meth平台获得特定位点DNA甲基化分析结果。利用Hi-Meth平台,对水稻不同基因启动子区域进行了DNA甲基化检测分析,并与基于BSP方法获得的结果进行了比较。结果表明,Hi-Meth策略与BSP策略检测结果基本一致。而且通过Hi-Meth平台可以更准确、便捷地获得特异性位点DNA甲基化分析结果。综上所述,Hi-Meth为特定DNA区域提供了重要的甲基化检测平台,对表观遗传研究具有重要意义。     

Optical mapping discerns genome wide DNA methylation profiles

Background  

Methylation of CpG dinucleotides is a fundamental mechanism of epigenetic regulation in eukaryotic genomes. Development of methods for rapid genome wide methylation profiling will greatly facilitate both hypothesis and discovery driven research in the field of epigenetics. In this regard, a single molecule approach to methylation profiling offers several unique advantages that include elimination of chemical DNA modification steps and PCR amplification.     

In situ detection of methylated DNA by histo endonuclease-linked detection of methylated DNA sites: a new principle of analysis of DNA methylation

For a better understanding of epigenetic regulation of cell differentiation, it is important to analyze DNA methylation at a specific site. Although previous studies described methylation of isolated DNA extracted from cells and tissues using a combination of appropriate restriction endonucleases, no application to tissue cell level has been reported. Here, we report a new method, named histo endonuclease-linked detection of methylation sites of DNA (HELMET), designed to detect methylation sites of DNA with a specific sequences in a tissue section. In this study, we examined changes in the methylation level of CCGG sites during spermatogenesis in paraffin-embedded sections of mouse testis. In principle, the 3′-OH ends of DNA strand breaks in a section were firstly labeled with a mixture of dideoxynucleotides by terminal deoxynucleotidyl transferase (TdT), not to be further elongated by TdT. Then the section was digested with Hpa II, resulting in cutting the center portion of non-methylated CCGG. The cutting sites were labeled with biotin-16-dUTP by TdT. Next, the section was treated with Msp I, which can cut the CCGG sequence irrespective of the presence or absence of methylation of the second cytosine, and the cutting sites were labeled with digoxigenin-11-dUTP by TdT. Finally, both biotin and digoxigenin were visualized by enzyme- or fluorescence-immunohistochemistry. Using this method, we found hypermethylation of CCGG sites in most of the germ cells although non-methylated CCGG were colocalized in elongated spermatids. Interestingly, some TUNEL-positive germ cells, which are frequent in mammalian spermatogenesis, became markedly Hpa II-reactive, indicating that the CCGG sites may be demethylated during apoptosis. An erratum to this article can be found at     

Microarray-based Ms-SNuPE: near-quantitative analysis for a high-throughput DNA methylation

Aberrant DNA methylation of CpG site in the gene promoter region has been confirmed to be closely associated with carcinogenesis. In the present study, a microarray-based methylation-sensitive single-nucleotide primer extension (Ms-SNuPE) for parallel detecting changes of DNA methylation in cancer was developed. After modification by sodium sulfite, the unmethylated cytosine in the genomic DNA is converted to uracil while leaving the 5-methylcytosine unchanged, which can be detected by bifunctional primer carrying a unique sequence tag in addition to a locus-specific sequence. Because each locus has a distinct tag, the detecting reactions can be performed in a highly multiplexed fashion and the resulting product then be hybridized to the reverse complements of the sequence tags arrayed on a glass slide for methylation analysis. The calibration curves with the correlation coefficient >0.97 were established, which suggested that the method could be used in near-quantitative DNA methylation analysis. Two breast tumor-related genes (E-cad and p16) are successfully analyzed by two group primers (22 primers total), and the results are compatible with that of methylation-specific PCR (MSP). Our research proved that the method is simple and inexpensive, and could be applied as a high-throughput tool to quantitatively determine methylation status of the investigated genes.     

MSRE-PCR for analysis of gene-specific DNA methylation

Abnormal DNA methylation is observed in certain promoters of neoplastic cells, although the likelihood of methylation for each individual promoter varies. Simultaneous analysis of many promoters in the same sample can allow use of statistical methods for identification of neoplasia. Here we describe an assay for such analysis, based on digestion of genomic DNA with methylation-sensitive restriction enzyme and multiplexed PCR with gene-specific primers (MSRE-PCR). MSRE-PCR includes extensive digestion of genomic DNA (uncut fragments cannot be identified by PCR), can be applied to dilute samples (<1 pg/μl), requires limited amount of starting material (42 pg or genomic equivalent of seven cells) and can identify methylation in a heterogeneous mix containing <2% of cells with methylated fragments. When applied to 53 promoters of breast cancer cell lines MCF-7, MDA-MB-231 and T47D, MSRE-PCR correctly identified the methylation status of genes analyzed by other techniques. For selected genes results of MSRE-PCR were confirmed by methylation-specific PCR and bisulfite sequencing. The assay can be configured for any number of desired targets in any user-defined set of genes.     

Comparative analysis of DNA methylation profiles in peripheral blood leukocytes versus lymphoblastoid cell lines

Previous reports have shown that DNA methylation profiles within primary human malignant tissues are altered when these cells are transformed into cancer cell lines. However, it is unclear if similar differences in DNA methylation profiles exist between DNA derived from peripheral blood leukocytes (PBLs) and corresponding Epstein-Barr Virus transformed lymphoblastoid cell lines (LCLs). To assess the utility of LCLs as a resource for methylation studies we have compared DNA methylation profiles in promoter and 5/ regions of 318 genes in PBL and LCL sample pairs from patients with type 1 diabetes with or without nephropathy. We identified a total of 27 (~8%) genes that revealed different DNA methylation profiles in PBL compared with LCL-derived DNA samples. In conclusion, although the profiles for most promoter regions were similar between PBL-LCL pairs, our results indicate that LCL-derived DNA may not be suitable for DNA methylation studies at least in diabetic nephropathy.     

Direct detection of methylation in genomic DNA

The identification of methylated sites on bacterial genomic DNA would be a useful tool to study the major roles of DNA methylation in prokaryotes: distinction of self and nonself DNA, direction of post-replicative mismatch repair, control of DNA replication and cell cycle, and regulation of gene expression. Three types of methylated nucleobases are known: N⁶-methyladenine, 5-methylcytosine and N⁴-methylcytosine. The aim of this study was to develop a method to detect all three types of DNA methylation in complete genomic DNA. It was previously shown that N⁶-methyladenine and 5-methylcytosine in plasmid and viral DNA can be detected by intersequence trace comparison of methylated and unmethylated DNA. We extended this method to include N⁴-methylcytosine detection in both in vitro and in vivo methylated DNA. Furthermore, application of intersequence trace comparison was extended to bacterial genomic DNA. Finally, we present evidence that intrasequence comparison suffices to detect methylated sites in genomic DNA. In conclusion, we present a method to detect all three natural types of DNA methylation in bacterial genomic DNA. This provides the possibility to define the complete methylome of any prokaryote.     

A mobility shift detection method for DNA methylation analysis using phosphate affinity polyacrylamide gel electrophoresis

We describe a procedure for DNA methylation analysis using the bisulfite-mediated cytosine-to-uracil conversion of a target DNA followed by methylation-specific polymerase chain reaction (MSP) and phosphate affinity polyacrylamide gel electrophoresis (PAGE). The MSP was performed using a 1:1 mixture of 5′-phosphorylated methylation-specific and 5′-OH non-methylation-specific primers. The PAGE using an immobilized phosphate-binding tag molecule (i.e., a polyacrylamide-bound dizinc(II) complex, Zn²⁺-Phos-tag), which selectively captures the 5′-phosphorylated DNA fragment, enabled the mobility shift detection of the methylation-specific product as a slower migration band. Using this novel procedure, we demonstrated the detection of a methylated cytosine base in a pUC19 plasmid.     

DNA methylation analysis by pyrosequencing

Pyrosequencing is a sequencing-by-synthesis method that quantitatively monitors the real-time incorporation of nucleotides through the enzymatic conversion of released pyrophosphate into a proportional light signal. Quantitative measures are of special importance for DNA methylation analysis in various developmental and pathological situations. Analysis of DNA methylation patterns by pyrosequencing combines a simple reaction protocol with reproducible and accurate measures of the degree of methylation at several CpGs in close proximity with high quantitative resolution. After bisulfite treatment and PCR, the degree of each methylation at each CpG position in a sequence is determined from the ratio of T and C. The process of purification and sequencing can be repeated for the same template to analyze other CpGs in the same amplification product. Quantitative epigenotypes are obtained using this protocol in approximately 4 h for up to 96 DNA samples when bisulfite-treated DNA is already available as the starting material.     

DNA甲基化分析方法

DNA甲基化是表观遗传学的重要研究内容之一.甲基化分析的方法多且研究难度大,各种方法都有其一定的优势和不足.本文综述了基因组DNA甲基化和特定DNA片段甲基化状态分析方法新进展,为研究者提供参考.     

Endonuclease enrichment TAPS for cost-effective genome-wide base-resolution DNA methylation detection

Whole genome base-resolution methylome sequencing allows for the most comprehensive analysis of DNA methylation, however, the considerable sequencing cost often limits its applications. While reduced representation sequencing can be an affordable alternative, over 80% of CpGs in the genome are not covered. Building on our recently developed TET-assisted pyridine borane sequencing (TAPS) method, we here described endonuclease enrichment TAPS (eeTAPS), which utilizes dihydrouracil (DHU)-cleaving endonuclease digestion of TAPS-converted DNA to enrich methylated CpG sites (mCpGs). eeTAPS can accurately detect 87% of mCpGs in the mouse genome with a sequencing depth equivalent to 4× whole genome sequencing. In comparison, reduced representation TAPS (rrTAPS) detected less than 4% of mCpGs with 2.5× sequencing depth. Our results demonstrate eeTAPS to be a new strategy for cost-effective genome-wide methylation analysis at single-CpG resolution that can fill the gap between whole-genome and reduced representation sequencing.     

Use of DNA methylation for cancer detection and molecular classification

Conjugation of the methyl group at the fifth carbon of cytosines within the palindromic dinucleotide 5'-CpG-3' sequence (DNA methylation) is the best studied epigenetic mechanism, which acts together with other epigenetic entities: histone modification, chromatin remodeling and microRNAs to shape the chromatin structure of DNA according to its functional state. The cancer genome is frequently characterized by hypermethylation of specific genes concurrently with an overall decrease in the level of 5-methyl cytosine, the pathological implication of which to the cancerous state has been well established. While the latest genome-wide technologies have been applied to classify and interpret the epigenetic layer of gene regulation in the physiological and disease states, the epigenetic testing has also been seriously explored in clinical practice for early detection, refining tumor staging and predicting disease recurrence. This critique reviews the latest research findings on the use of DNA methylation in cancer diagnosis, prognosis and staging/classification.