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Joint profiling of chromatin accessibility and gene expression in thousands of single cells

机译:数千个单细胞中染色质可及性和基因表达的联合分析

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摘要

Although we can increasingly measure transcription, chromatin, methylation, and other aspects of molecular biology at single-cell resolution, most assays survey only one aspect of cellular biology. Here we describe sci-CAR, a combinatorial indexing-based coassay that jointly profiles chromatin accessibility and mRNA (CAR) in each of thousands of single cells. As a proof of concept, we apply sci-CAR to 4825 cells, including a time series of dexamethasone treatment, as well as to 11,296 cells from the adult mouse kidney. With the resulting data, we compare the pseudotemporal dynamics of chromatin accessibility and gene expression, reconstruct the chromatin accessibility profiles of cell types defined by RNA profiles. and link cis-regulatory sites to their target genes on the basis of the covariance of chromatin accessibility and transcription across large numbers of single cells.
机译:尽管我们可以越来越多地在单细胞分辨率下测量转录,染色质,甲基化和分子生物学的其他方面,但大多数测定法仅研究细胞生物学的一个方面。在这里,我们描述了sci-CAR,这是一种基于组合索引的协同测定方法,可共同在数千个单细胞的每一个中分析染色质可及性和mRNA(CAR)。作为概念验证,我们将sci-CAR应用于4825个细胞,包括地塞米松治疗的时间序列,以及来自成年小鼠肾脏的11,296个细胞。利用所得数据,我们比较了染色质可及性和基因表达的伪时态动力学,重建了RNA谱定义的细胞类型的染色质可及性谱。并根据染色质可及性和大量单细胞转录的协方差将顺式调控位点连接至其靶基因。

著录项

  • 来源
    《Science》 |2018年第6409期|1380-1385|共6页
  • 作者单位

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Illumina Inc, San Diego, CA USA;

    Illumina Inc, San Diego, CA USA;

    Oregon Hlth & Sci Univ, Dept Mol & Med Genet, Portland, OR 97201 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

    Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
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