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DESCRIPTION (provided by applicant): DNA methylation represents an important layer of epigenetic regulation on the activity of the human genome. It is well known that there is a tremendous amount of genetic variation among human individuals and populations. Such genetic variation leads to the variation of gene expression among different individuals for the same cell types or tissues. Accumulating evidence suggests that the epigenome, including methylome, also varies from one individual to another. Such variation is believed to play functional roles in the individual variation of a variety of phenotypes, including many human diseases. Yet the detailed mechanisms and the extent to which the epigenome is individualized by the ensemble of genetic polymorphisms remains barely investigated. We will comprehensively characterize the effects of genetic polymorphisms on the individual human methylomes. The ultimate goal of this study is to understand how DNA methylation is organized along single human chromosomes, how do such local or long-range organizations relate to the functions, and how do genetic variations affect the functional organization of DNA methylation. The specific aims are: (1) Experimentally construction of fully phased diploid human genomes, which will serve as a chassis to connect short and long range cis-regulators of DNA methylation, and to link methylation to the binding of protein cis-regulators as well as gene expression. (2) Mapping cis-regulatory variants for DNA methylation by integrating mQTL associative mapping with allele-specific methylation analysis. This proposed study will produce a method for constructing phased diploid methylome and an analytic framework for studying long-range genetic regulation of the DNA methylome. We will identify a list of cis-regulatory variants in the HapMap samples used in this study. The experimental and analytical framework will be applicable to the study of the genetic effects on a variety of other epigenetic modifications.
期刊论文(7)
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Efficient and fast identification of differentially methylated regions using whole-genome bisulfite sequencing data.
使用全基因组亚硫酸氢盐测序数据高效快速地鉴定差异甲基化区域。
DOI: 10.1016/j.jgg.2018.07.008
发表时间: 2018
期刊: Journal of genetics and genomics = Yi chuan xue bao
影响因子: --
作者: [Diep,Dinh, Zhang,Kun]
通讯作者: Zhang,Kun
DOI: 10.7554/elife.01256
发表时间: 2013-12-31
期刊: eLife
影响因子: 7.7
作者: [Nag A, Savova V, Fung HL, Miron A, Yuan GC, Zhang K, Gimelbrant AA]
通讯作者: Gimelbrant AA
Characterization of chromatin accessibility with a transposome hypersensitive sites sequencing (THS-seq) assay.
通过转座体超敏位点测序(THS-SEQ)测定的染色质可及性的表征。
DOI: 10.1186/s13059-016-0882-7
发表时间: 2016-02-04
期刊: Genome biology
影响因子: 12.3
作者: [Sos BC, Fung HL, Gao DR, Osothprarop TF, Kia A, He MM, Zhang K]
通讯作者: Zhang K
Characterization unit
  • 批准号:
    9627534
  • 项目类别:
  • 资助金额:
    $155.89万
  • 财政年份:
    2018
  • 负责人:
    Kun Zhang
  • 依托单位:
Coordination Core
Characterization unit
  • 批准号:
    10251227
  • 项目类别:
  • 资助金额:
    $175.34万
  • 财政年份:
    2018
  • 负责人:
    Kun Zhang
  • 依托单位:
Characterization unit
  • 批准号:
    10016228
  • 项目类别:
  • 资助金额:
    $163.32万
  • 财政年份:
    2018
  • 负责人:
    Kun Zhang
  • 依托单位:
海外基金