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Haplotype-resolved and integrated genome analysis of the cancer cell line HepG2

机译:单倍型分辨和综合基因组分析癌细胞系Hepg2

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摘要

HepG2 is one of the most widely used human cancer cell lines in biomedical research and one of the main cell lines of ENCODE. Although the functional genomic and epigenomic characteristics of HepG2 are extensively studied, its genome sequence has never been comprehensively analyzed and higher order genomic structural features are largely unknown. The high degree of aneuploidy in HepG2 renders traditional genome variant analysis methods challenging and partially ineffective. Correct and complete interpretation of the extensive functional genomics data from HepG2 requires an understanding of the cell line's genome sequence and genome structure. Using a variety of sequencing and analysis methods, we identified a wide spectrum of genome characteristics in HepG2: copy numbers of chromosomal segments at high resolution, SNVs and Indels (corrected for aneuploidy), regions with loss of heterozygosity, phased haplotypes extending to entire chromosome arms, retrotransposon insertions and structural variants (SVs) including complex and somatic genomic rearrangements. A large number of SVs were phased, sequence assembled and experimentally validated. We re-analyzed published HepG2 datasets for allele-specific expression and DNA methylation and assembled an allele-specific CRISPR/Cas9 targeting map. We demonstrate how deeper insights into genomic regulatory complexity are gained by adopting a genome-integrated framework.
机译:Hepg2是生物医学研究中最广泛使用的人类癌细胞系之一,以及编码的主要细胞系之一。尽管广泛研究了HepG2的功能基因组和表观胶质特征,但其基因组序列从未被全面分析,并且高阶基因组结构特征在很大程度上是未知的。 HepG2中的高度的非整倍性呈现出传统的基因组变体分析方法挑战,部分无效。对来自HepG2的广泛功能基因组学数据的正确和完全解释需要了解细胞系的基因组序列和基因组结构。使用各种测序和分析方法,我们鉴定了HepG2中的广谱基因组特征:在高分辨率,SNV和诱导下染色体段的拷贝数(校正非整倍性),具有杂合性丧失的区域,延伸到整个染色体的相位单倍型武器,逆转朗冬膦和结构变体(SVS),包括复合物和体细胞基因组重排。分阶段进行了大量的SVS,序列组装并通过实验验证。我们重新分析了出版的HepG2数据集,用于等位基因特异性表达和DNA甲基化,并组装了靶向图的等位基因特异性CRAP / CAS9。我们展示了通过采用基因组综合框架来获得基因组调节复杂性的更深入的洞察力。

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  • 来源
    《Nucleic Acids Research》 |2019年第8期|共16页
  • 作者单位

    Stanford Univ Sch Med Dept Psychiat &

    Behav Sci Stanford CA 94305 USA;

    Stanford Univ Sch Med Dept Psychiat &

    Behav Sci Stanford CA 94305 USA;

    Stanford Univ Sch Med Dept Med Div Oncol Stanford CA 94305 USA;

    Stanford Univ Sch Med Dept Genet Stanford CA 94305 USA;

    Stanford Univ Stanford Genome Technol Ctr Palo Alto CA 94304 USA;

    Stanford Univ Sch Med Dept Psychiat &

    Behav Sci Stanford CA 94305 USA;

    Stanford Univ Sch Med Dept Psychiat &

    Behav Sci Stanford CA 94305 USA;

    Stanford Univ Dept Stat Stanford CA 94305 USA;

    Pusan Natl Univ Coll Engn Sch Comp Sci &

    Engn Busan 46241 South Korea;

    Stanford Univ Sch Med Dept Psychiat &

    Behav Sci Stanford CA 94305 USA;

    Stanford Univ Sch Med Dept Genet Stanford CA 94305 USA;

    Stanford Univ Sch Med Dept Psychiat &

    Behav Sci Stanford CA 94305 USA;

    Pusan Natl Univ Coll Engn Sch Comp Sci &

    Engn Busan 46241 South Korea;

    Queensland Univ Technol Sci &

    Engn Fac Brisbane Qld 4001 Australia;

    Stanford Univ Dept Stat Stanford CA 94305 USA;

    Stanford Univ Sch Med Dept Med Div Oncol Stanford CA 94305 USA;

    Mayo Clin Ctr Individualized Med Dept Hlth Sci Res Rochester MN 55905 USA;

    Stanford Univ Sch Med Dept Psychiat &

    Behav Sci Stanford CA 94305 USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物化学;
  • 关键词

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