Droplet Barcoding for Single-Cell Transcriptomics Applied to Embryonic Stem Cells

被引:2353
作者
Klein, Allon M. [1 ]
Mazutis, Linas [2 ,3 ]
Akartuna, Ilke [2 ]
Tallapragada, Naren [1 ]
Veres, Adrian [1 ,4 ,5 ]
Li, Victor [1 ]
Peshkin, Leonid [1 ]
Weitz, David A. [2 ]
Kirschner, Marc W. [1 ]
机构
[1] Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA 02115 USA
[2] Harvard Univ, Sch Engn & Appl Sci, Cambridge, MA 02138 USA
[3] Vilnius Univ Inst Biotechnol, LT-02241 Vilnius, Lithuania
[4] Harvard Univ, Dept Stem Cell & Regenerat Biol, Cambridge, MA 02138 USA
[5] Harvard Univ, Harvard Stem Cell Inst, Cambridge, MA 02138 USA
基金
美国国家科学基金会;
关键词
GENE-EXPRESSION; RNA-SEQ; NAIVE PLURIPOTENCY; SELF-RENEWAL; HETEROGENEITY; DIFFERENTIATION; IDENTIFICATION; MICROFLUIDICS; STOCHASTICITY; PATHWAYS;
D O I
10.1016/j.cell.2015.04.044
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
It has long been the dream of biologists to map gene expression at the single-cell level. With such data one might track heterogeneous cell sub-populations, and infer regulatory relationships between genes and pathways. Recently, RNA sequencing has achieved single-cell resolution. What is limiting is an effective way to routinely isolate and process large numbers of individual cells for quantitative in-depth sequencing. We have developed a high-throughput droplet-microfluidic approach for barcoding the RNA from thousands of individual cells for subsequent analysis by next-generation sequencing. The method shows a surprisingly low noise profile and is readily adaptable to other sequencing-based assays. We analyzed mouse embryonic stem cells, revealing in detail the population structure and the heterogeneous onset of differentiation after leukemia inhibitory factor (LIF) withdrawal. The reproducibility of these high-throughput single-cell data allowed us to deconstruct cell populations and infer gene expression relationships.
引用
收藏
页码:1187 / 1201
页数:15
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