Single-cell RNA counting at allele and isoform resolution using Smart-seq3

被引:419
作者
Hagemann-Jensen, Michael [1 ]
Ziegenhain, Christoph [1 ]
Chen, Ping [2 ]
Ramskold, Daniel [1 ]
Hendriks, Gert-Jan [1 ]
Larsson, Anton J. M. [1 ]
Faridani, Omid R. [2 ,3 ,4 ]
Sandberg, Rickard [1 ,2 ]
机构
[1] Karolinska Inst, Dept Cell & Mol Biol, Stockholm, Sweden
[2] Karolinska Inst, Integrated Cardio Metab Ctr, Stockholm, Sweden
[3] Univ New South Wales, Lowy Canc Res Ctr, Sch Med Sci, Sydney, NSW, Australia
[4] Garvan Inst Med Res, Sydney, NSW, Australia
基金
瑞典研究理事会; 美国国家卫生研究院; 欧洲研究理事会;
关键词
EXPRESSION; SEQ;
D O I
10.1038/s41587-020-0497-0
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
Smart-seq3 enables isoform- and allele-specific reconstruction of RNA molecules. Large-scale sequencing of RNA from individual cells can reveal patterns of gene, isoform and allelic expression across cell types and states(1). However, current short-read single-cell RNA-sequencing methods have limited ability to count RNAs at allele and isoform resolution, and long-read sequencing techniques lack the depth required for large-scale applications across cells(2,3). Here we introduce Smart-seq3, which combines full-length transcriptome coverage with a 5 ' unique molecular identifier RNA counting strategy that enables in silico reconstruction of thousands of RNA molecules per cell. Of the counted and reconstructed molecules, 60% could be directly assigned to allelic origin and 30-50% to specific isoforms, and we identified substantial differences in isoform usage in different mouse strains and human cell types. Smart-seq3 greatly increased sensitivity compared to Smart-seq2, typically detecting thousands more transcripts per cell. We expect that Smart-seq3 will enable large-scale characterization of cell types and states across tissues and organisms.
引用
收藏
页码:708 / +
页数:24
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