Integrative single-cell analysis of transcriptional and epigenetic states in the human adult brain

被引:628
作者
Lake, Blue B. [1 ]
Chen, Song [1 ]
Sos, Brandon C. [1 ,2 ]
Fan, Jean [3 ]
Kaeser, Gwendolyn E. [2 ,4 ]
Yung, Yun C. [4 ]
Duong, Thu E. [1 ,5 ]
Gao, Derek [1 ]
Chun, Jerold [4 ]
Kharchenko, Peter V. [3 ]
Zhang, Kun [1 ]
机构
[1] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
[2] UC San Diego Sch Med, La Jolla, CA USA
[3] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[4] Sanford Burnham Prebys Med Discovery Inst, La Jolla, CA 92037 USA
[5] Univ Calif San Diego, Dept Pediat Resp Med, La Jolla, CA 92093 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
CHROMATIN ACCESSIBILITY; STEM-CELLS; RNA-SEQ; MOLECULAR SIGNATURES; HYPERSENSITIVE SITES; ALZHEIMERS-DISEASE; NUCLEAR-RNA; IN-VIVO; EXPRESSION; MOUSE;
D O I
10.1038/nbt.4038
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Detailed characterization of the cell types in the human brain requires scalable experimental approaches to examine multiple aspects of the molecular state of individual cells, as well as computational integration of the data to produce unified cell-state annotations. Here we report improved high-throughput methods for single-nucleus droplet-based sequencing (snDrop-seq) and single-cell transposome hypersensitive site sequencing (scTHS-seq). We used each method to acquire nuclear transcriptomic and DNA accessibility maps for >60,000 single cells from human adult visual cortex, frontal cortex, and cerebellum. Integration of these data revealed regulatory elements and transcription factors that underlie cell-type distinctions, providing a basis for the study of complex processes in the brain, such as genetic programs that coordinate adult remyelination. We also mapped disease-associated risk variants to specific cellular populations, which provided insights into normal and pathogenic cellular processes in the human brain. This integrative multi-omics approach permits more detailed single-cell interrogation of complex organs and tissues.
引用
收藏
页码:70 / +
页数:16
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