Design and Analysis of Single-Cell Sequencing Experiments

被引:390
作者
Gruen, Dominic [1 ,2 ,3 ]
van Oudenaarden, Alexander [1 ,2 ]
机构
[1] Royal Netherlands Acad Arts & Sci, Hubrecht Inst KNAW, NL-3584 CT Utrecht, Netherlands
[2] Univ Med Ctr Utrecht, Canc Genom Netherlands, NL-3584 CT Utrecht, Netherlands
[3] Max Planck Inst Immunobiol & Epigenet, D-79108 Freiburg, Germany
关键词
WHOLE GENOME AMPLIFICATION; MESSENGER-RNA-SEQ; GENE-EXPRESSION; NOISE; HETEROGENEITY; MAPS; RECOMBINATION; QUANTITIES; EVOLUTION; DYNAMICS;
D O I
10.1016/j.cell.2015.10.039
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
Recent advances in single-cell sequencing hold great potential for exploring biological systems with unprecedented resolution. Sequencing the genome of individual cells can reveal somatic mutations and allows the investigation of clonal dynamics. Single-cell transcriptome sequencing can elucidate the cell type composition of a sample. However, single-cell sequencing comes with major technical challenges and yields complex data output. In this Primer, we provide an overview of available methods and discuss experimental design and single-cell data analysis. We hope that these guidelines will enable a growing number of researchers to leverage the power of single-cell sequencing.
引用
收藏
页码:799 / 810
页数:12
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