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Abstract The human genome has two alleles at each genetic locus, with one allele inherited from each parent. Allele- specificity has been widely observed and investigated across human transcriptome, epigenome and 3D chromatin organization respectively, as evidenced by the data collected from the GTEx project, the ENCODE project, and the 4DN project. However, the allele-level interplay among transcriptome, epigenome and 3D chromatin organization has not been systematically explored. In the proposal, we aim to leverage shared donors between these consortia and systematically investigate these connections at allele-level in many human tissue types. With the single cell datasets available from these donors, we will narrow down from tissue level to cell type level, and further interrogate these allele-specific cross-modality connections. In essential, our analysis seamlessly integrates two NIH Common Fund datasets, namely 4DN and GTEx datasets, and ENCODE datasets. With this integrated data source, biomedical researchers can easily navigate, browse, compare and investigate the high quality, high resolution, and comprehensive datasets regarding chromatin organization, regulatory elements, epigenomic status and transcriptional activity with allele-specificity and cell-type-specificity. Not only would this accomplishment have an enormous positive impact on the utility and usage of the Common Fund datasets, it would also help to promote open science and reproducible research in the areas of computational genomics and data science.
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Joint analysis of 3D chromatin organization and 1D epigenome
Joint analysis of 3D chromatin organization and 1D epigenome
Joint analysis of 3D chromatin organization and 1D epigenome
Joint analysis of 3D chromatin organization and 1D epigenome
国内基金
海外基金
基于ATAC-seq与DNA甲基化测序探究染色质可及性对莲两生态型地下茎适应性分化的作用机制
利用ATAC-seq联合RNA-seq分析TOP2A介导的HCC肿瘤细胞迁移侵 袭的机制研究
  • 批准号:
  • 项目类别:
    省市级项目
  • 资助金额:
    --
  • 批准年份:
    2024
  • 负责人:
    柳静
  • 依托单位:
面向图神经网络ATAC-seq模体识别的最小间隔单细胞聚类研究
  • 批准号:
    62302218
  • 项目类别:
    青年科学基金项目
  • 资助金额:
    30.00万元
  • 批准年份:
    2023
  • 负责人:
    张双全
  • 依托单位:
基于ATAC-seq策略挖掘穿心莲基因组中调控穿心莲内酯合成的增强子