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Genome-Wide DNA Methylation Profiling in 40 Breast Cancer Cell Lines

机译:40个乳腺癌细胞系中的全基因组DNA甲基化分析

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摘要

DNA methylation plays important roles in gene regulation and functions. Aberrant methylation, either hypomethylation or hypermethylation, has been reported to cause various diseases, especially cancers. Breast cancer ranked the fifth according to the number of cancer deaths in the world. To systematically characterize the epigenetic modification in breast cancer, we examined the genome-wide methylation profiling in 40 breast cancer cell lines. We identified a gene signature consisting of 345 differentially methylated genes, which could be used to discriminate estrogen receptor (ER)-negative and ER-positive breast cancer cell lines. This gene signature is promising for diagnosis and therapies of breast cancer. In the follow up functional analysis of this gene signature, three enriched networks could be highlighted. Interestingly, one of these networks contained estrogen receptor, implying its functional importance of ER-centric module. Finally, we examined the correlation between methylation and expression of these breast cancer cell lines. Very few genes showed significant correlation, suggesting that gene expression regulated by methylation is a complex biological process.
机译:DNA甲基化在基因调控和功能中起重要作用。据报道,异常的甲基化,即低甲基化或高甲基化,会引起多种疾病,尤其是癌症。根据世界癌症死亡人数,乳腺癌排名第五。为了系统地表征乳腺癌中的表观遗传修饰,我们检查了40个乳腺癌细胞系中的全基因组甲基化谱。我们确定了由345个差异甲基化基因组成的基因标记,可用于区分雌激素受体(ER)阴性和ER阳性乳腺癌细胞系。该基因签名有望用于乳腺癌的诊断和治疗。在对该基因标记的后续功能分析中,可以突出显示三个富集的网络。有趣的是,这些网络之一包含雌激素受体,这暗示了其以内质网为中心的模块的功能重要性。最后,我们检查了这些乳腺癌细胞系的甲基化与表达之间的相关性。极少的基因显示出显着的相关性,这表明受甲基化调节的基因表达是一个复杂的生物学过程。

著录项

  • 来源
  • 会议地点 Changsha(CN);Changsha(CN)
  • 作者单位

    Department of Biomedical Informatics, Vanderbilt University School of Medicine,Nashville, TN, 37232, USA,Bioinformatics Resources Center, Vanderbilt University, Nashville, TN, 37203, USA;

    Department of Biomedical Informatics, Vanderbilt University School of Medicine,Nashville, TN, 37232, USA,Bioinformatics Resources Center, Vanderbilt University, Nashville, TN, 37203, USA;

    Case Comprehensive Cancer Center, Case Western Reserve University,Cleveland, OH, 44106, USA;

    Human Cancer Genetics Program, The Ohio State University, Columbus, OH 43210, USA;

    Department of Biomedical Informatics, Vanderbilt University School of Medicine,Nashville, TN, 37232, USA,Bioinformatics Resources Center, Vanderbilt University, Nashville, TN, 37203, USA ,Department of Cancer Biology, Vanderbilt University School of Medicine,Nashville, TN, 37232, USA;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;
  • 关键词

    breast cancer; estrogen receptor; methylation; network; expression;

    机译:乳腺癌;雌激素受体甲基化网络;表达;

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