Single-cell isoform RNA sequencing characterizes isoforms in thousands of cerebellar cells

被引:222
作者
Gupta, Ishaan [1 ,2 ]
Collier, Paul G. [1 ,2 ]
Haase, Bettina [3 ]
Mahfouz, Ahmed [1 ,2 ,4 ,5 ]
Joglekar, Anoushka [1 ,2 ]
Floyd, Taylor [1 ,2 ]
Koopmans, Frank [6 ]
Barres, Ben [7 ]
Smit, August B. [6 ]
Sloan, Steven A. [7 ]
Luo, Wenjie [8 ,9 ]
Fedrigo, Olivier [3 ]
Ross, M. Elizabeth [1 ,2 ]
Tilgner, Hagen U. [1 ,2 ]
机构
[1] Weill Cornell Med, Brain & Mind Res Inst, New York, NY 10065 USA
[2] Weill Cornell Med, Ctr Neurogenet, New York, NY 10065 USA
[3] Rockefeller Univ, 1230 York Ave, New York, NY 10021 USA
[4] Leiden Univ, Med Ctr, Leiden Computat Biol Ctr, Leiden, Netherlands
[5] Delft Univ Technol, Delft Bioinformat Lab, Delft, Netherlands
[6] Vrije Univ Amsterdam, Amsterdam Neurosci, Ctr Neurogen & Cognit Res, Dept Mol & Cellular Neurobiol, Amsterdam, Netherlands
[7] Stanford Univ, Dept Neurobiol, Stanford, CA 94305 USA
[8] Weill Cornell Med, Brain & Mind Res Inst, New York, NY USA
[9] Weill Cornell Med, Appel Alzheimers Res Inst, New York, NY USA
关键词
MESSENGER-RNA; HUMAN GENOME; TRANSCRIPTOME; SEQ; ANNOTATION; EXPRESSION; DIVERSITY; MECHANISM;
D O I
10.1038/nbt.4259
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
Full-length RNA sequencing (RNA-Seq) has been applied to bulk tissue, cell lines and sorted cells to characterize transcriptomes(1)(-11), but applying this technology to single cells has proven to be difficult, with less than ten single-cell transcriptomes having been analyzed thus far(12)(,)(13). Although single splicing events have been described for <= 200 single cells with statistical confidence(14,)(15), full-length mRNA analyses for hundreds of cells have not been reported. Single-cell short-read 3' sequencing enables the identification of cellular subtypes(16)(-21), but full-length mRNA isoforms for these cell types cannot be profiled. We developed a method that starts with bulk tissue and identifies single-cell types and their full-length RNA isoforms without fluorescence-activated cell sorting. Using single-cell isoform RNA-Seq (ScISOr-Seq), we identified RNA isoforms in neurons, astrocytes, microglia, and cell subtypes such as Purkinje and Granule cells, and cell-type-specific combination patterns of distant splice sites(6)(-9.)(22)(,)(23) We used ScISOr-Seq to improve genome annotation in mouse Gencode version 10 by determining the cell-type-specific expression of 18,173 known and 16,872 novel isoforms.
引用
收藏
页码:1197 / +
页数:9
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