Highly Parallel Genome-Wide Expression Analysis of Single Mammalian Cells

被引:24
作者
Fan, Jian-Bing [1 ]
Chen, Jing [1 ]
April, Craig S. [1 ]
Fisher, Jeffrey S. [1 ]
Klotzle, Brandy [1 ]
Bibikova, Marina [1 ]
Kaper, Fiona [1 ]
Ronaghi, Mostafa [1 ]
Linnarsson, Sten [2 ]
Ota, Takayo [3 ]
Chien, Jeremy [3 ]
Laurent, Louise C. [4 ,5 ]
Nisperos, Sean V. [6 ]
Chen, Gina Y. [6 ]
Zhong, Jiang F. [6 ]
机构
[1] Illumina Inc, Res & Dev, San Diego, CA 92122 USA
[2] Karolinska Inst, Dept Med Biochem & Biophys, Stockholm, Sweden
[3] Mayo Clin, Dept Expt Pathol, Rochester, MN USA
[4] Univ Calif San Diego, Dept Reprod Med, San Diego, CA 92103 USA
[5] Scripps Res Inst, Ctr Regenerat Med, La Jolla, CA 92037 USA
[6] Univ So Calif, Dept Pathol, Los Angeles, CA 90089 USA
来源
PLOS ONE | 2012年 / 7卷 / 02期
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
GENE-EXPRESSION; MICROARRAY ANALYSIS; MESSENGER-RNA; AMPLIFICATION TECHNIQUES; TRANSCRIPTOME ANALYSIS; SMALL SAMPLES; STEM; IDENTIFICATION; TECHNOLOGY; PCR;
D O I
10.1371/journal.pone.0030794
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: We have developed a high-throughput amplification method for generating robust gene expression profiles using single cell or low RNA inputs. Methodology/Principal Findings: The method uses tagged priming and template-switching, resulting in the incorporation of universal PCR priming sites at both ends of the synthesized cDNA for global PCR amplification. Coupled with a whole-genome gene expression microarray platform, we routinely obtain expression correlation values of R-2 similar to 0.76-0.80 between individual cells and R-2 similar to 0.69 between 50 pg total RNA replicates. Expression profiles generated from single cells or 50 pg total RNA correlate well with that generated with higher input (1 ng total RNA) (R-2 similar to 0.80). Also, the assay is sufficiently sensitive to detect, in a single cell, approximately 63% of the number of genes detected with 1 ng input, with approximately 97% of the genes detected in the single-cell input also detected in the higher input. Conclusions/Significance: In summary, our method facilitates whole-genome gene expression profiling in contexts where starting material is extremely limiting, particularly in areas such as the study of progenitor cells in early development and tumor stem cell biology.
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页数:8
相关论文
共 54 条
[1]   Sensitive gene expression profiling of human T cell subsets reveals parallel post-thymic differentiation for CD4+ and CD8+ lineages [J].
Appay, Victor ;
Bosio, Andreas ;
Lokan, Stefanie ;
Wiencek, Yvonne ;
Biervert, Christian ;
Kuesters, Daniel ;
Devevre, Estelle ;
Speiser, Daniel ;
Romero, Pedro ;
Rufer, Nathalie ;
Leyvraz, Serge .
JOURNAL OF IMMUNOLOGY, 2007, 179 (11) :7406-7414
[2]   Whole-Genome Gene Expression Profiling of Formalin-Fixed, Paraffin-Embedded Tissue Samples [J].
April, Craig ;
Klotzle, Brandy ;
Royce, Thomas ;
Wickham-Garcia, Eliza ;
Boyaniwsky, Tanya ;
Izzo, John ;
Cox, Donald ;
Jones, Wendell ;
Rubio, Renee ;
Holton, Kristina ;
Matulonis, Ursula ;
Quackenbush, John ;
Fan, Jian-Bing .
PLOS ONE, 2009, 4 (12)
[3]   Increased cell-to-cell variation in gene expression in ageing mouse heart [J].
Bahar, Rumana ;
Hartmann, Claudia H. ;
Rodriguez, Karl A. ;
Denny, Ashley D. ;
Busuttil, Rita A. ;
Dolle, Martijn E. T. ;
Calder, R. Brent ;
Chisholm, Gary B. ;
Pollock, Brad H. ;
Klein, Christoph A. ;
Vijg, Jan .
NATURE, 2006, 441 (7096) :1011-1014
[4]   Gene expression profiling in single cells from the pancreatic islets of Langerhans reveals lognormal distribution of mRNA levels [J].
Bengtsson, M ;
Ståhlberg, A ;
Rorsman, P ;
Kubista, M .
GENOME RESEARCH, 2005, 15 (10) :1388-1392
[5]   Microgenomics: gene expression analysis at the tissue-specific and single-cell levels [J].
Brandt, SP .
JOURNAL OF EXPERIMENTAL BOTANY, 2005, 56 (412) :495-505
[6]   Droplet microfluidic technology for single-cell high-throughput screening [J].
Brouzes, Eric ;
Medkova, Martina ;
Savenelli, Neal ;
Marran, Dave ;
Twardowski, Mariusz ;
Hutchison, J. Brian ;
Rothberg, Jonathan M. ;
Link, Darren R. ;
Perrimon, Norbert ;
Samuels, Michael L. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (34) :14195-14200
[7]   Amplification of RNA transcripts using terminal continuation [J].
Che, SL ;
Ginsberg, SD .
LABORATORY INVESTIGATION, 2004, 84 (01) :131-137
[8]   Evaluation of methods for amplification of picogram amounts of total RNA for whole genome expression profiling [J].
Clement-Ziza, Mathieu ;
Gentien, David ;
Lyonnet, Stanislas ;
Thiery, Jean-Paul ;
Besmond, Claude ;
Decraene, Charles .
BMC GENOMICS, 2009, 10
[9]   Linear mRNA amplification from as little as 5 ng total RNA for global gene expression analysis [J].
Dafforn, A ;
Chen, P ;
Deng, G ;
Herrler, M ;
Iglehart, D ;
Koritala, S ;
Lato, S ;
Pillarisetty, S ;
Purohit, R ;
Wang, M ;
Wang, S ;
Kurn, N .
BIOTECHNIQUES, 2004, 37 (05) :854-857
[10]   Resolving Cell Population Heterogeneity: Real-Time PCR for Simultaneous Multiplexed Gene Detection in Multiple Single-Cell Samples [J].
Diercks, Alan ;
Kostner, Heather ;
Ozinsky, Adrian .
PLOS ONE, 2009, 4 (07)