Constructing hepitypes: phasing local genotype and DNA methylation
نویسندگان
چکیده
Whole-genome DNA methylation sequencing provides both methylation patterns and genetic information. We utilized base resolution methylomes to directly identify allelic linkage of DNA methylation and genomic variants. The paired association was further extended to construct hepitypes by the simultaneous phasing of genotype and methylation. Using such approach, the sequencing reads provide direct statistics of the interdependence between methylcytosines and nucleotide variations; consequently, the detailed patterns of genetic and epigenetic variations can be readily inferred by data. Moreover, the analysis is not limited by known single nucleotide variants. We demonstrate the utility of our method by identifying methylation sites that were strongly associated with genetic variations in the human genome using H1 and IMR90 methylomes. In addition to imprinted regions and SNV-in-CpG sites, we show numerous cis-regulatory sequence-associated DNA methylation sites. We next extended this strategy to incorporate multiple nucleotide and methylation sites and ranked hepitypes according to the observed frequency. The top-ranked hepitypes indicate that methylated sites are often observed from the same allele. Moreover, we used the informative nucleotide variants in both methylation and expression data of the same cell lines to investigate the extent of allele-specific gene regulation. We identified a set of genes for which the exonic allele-specific methylation patterns are correlated with their allele-specific expression levels. Allele-specific methylation plays an essential role in allelic regulation. Our finding may shed light on the function of non-coding nucleotide variations, DNA methylation polymorphism and inter-individual differences. This approach is applicable to any largescale differential methylation studies and can integrate various types of high-throughput sequencing data.
منابع مشابه
Association study between DNA methylation and genetic variation of APOE gene with the risk of coronary artery disease
Coronary artery disease (CAD) is a common health problem with a high rate of disability and death. Dyslipidemia and altered metabolism of Apo-lipoproteins are involved in the CAD pathogenesis. The current study investigated two common polymorphisms (rs429358 and rs7412) and promoter DNA methylation status of APOE in the Iranian CAD patients and control subjects. Two hundred angiographi...
متن کاملPipeline for Large-Scale Microdroplet Bisulfite PCR-Based Sequencing Allows the Tracking of Hepitype Evolution in Tumors
Cytosine methylation provides an epigenetic level of cellular plasticity that is important for development, differentiation and cancerogenesis. We adopted microdroplet PCR to bisulfite treated target DNA in combination with second generation sequencing to simultaneously assess DNA sequence and methylation. We show measurement of methylation status in a wide range of target sequences (total 34 k...
متن کاملThe role of DNA methylation in directing the functional organization of the cancer epigenome.
The holistic role of DNA methylation in the organization of the cancer epigenome is not well understood. Here we perform a comprehensive, high-resolution analysis of chromatin structure to compare the landscapes of HCT116 colon cancer cells and a DNA methylation-deficient derivative. The NOMe-seq accessibility assay unexpectedly revealed symmetrical and transcription-independent nucleosomal pha...
متن کاملInvestigating the methylation status of DACT2 gene and its association with MTHFR C677T polymorphism in patients with colorectal cancer
Colorectal cancer (CRC) is one of the common causes of cancer death in Iranian population. Both genetic and epigenetic changes have been implicated in CRC pathogenesis. DACT2 gene as one of the WNT signaling pathway inhibitor was shown to display tumor suppressor activity in many cancers. The aim of present study was to investigate the methylation status of DACT2 gene and its ...
متن کاملA convenient method to generate methylated and un-methylated control DNA in methylation studies
Methylated and un-methylated control DNA is an important part of DNA methylation studies. Although human and mouse DNA methylation control sets are commercially available, in case of methylation studies on other species such as animals, plants, and bacteria, control sets need to be prepared. In this paper a simple method of generating methylated and un-methylated control DNA is described. Whole...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013