The potential of single-cell profiling in plants

被引:70
作者
Efroni, Idan [1 ,2 ]
Birnbaum, Kenneth D. [1 ]
机构
[1] NYU, Dept Biol, Ctr Genom & Syst Biol, New York, NY 10003 USA
[2] Hebrew Univ Jerusalem, Robert H Smith Inst Plant Sci & Genet Agr, IL-76100 Rehovot, Israel
来源
GENOME BIOLOGY | 2016年 / 17卷
关键词
GENE-EXPRESSION MAP; DYNAMICS; IDENTITY; NOISE; QUANTIFICATION; HETEROGENEITY; REGENERATION; LINEAGE;
D O I
10.1186/s13059-016-0931-2
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
Single-cell transcriptomics has been employed in a growing number of animal studies, but the technique has yet to be widely used in plants. Nonetheless, early studies indicate that single-cell RNA-seq protocols developed for animal cells produce informative datasets in plants. We argue that single-cell transcriptomics has the potential to provide a new perspective on plant problems, such as the nature of the stem cells or initials, the plasticity of plant cells, and the extent of localized cellular responses to environmental inputs. Single-cell experimental outputs require different analytical approaches compared with pooled cell profiles and new tools tailored to single-cell assays are being developed. Here, we highlight promising new single-cell profiling approaches, their limitations as applied to plants, and their potential to address fundamental questions in plant biology.
引用
收藏
页数:8
相关论文
共 43 条
[1]   Transcriptome Dynamics of the Stomatal Lineage: Birth, Amplification, and Termination of a Self-Renewing Population [J].
Adrian, Jessika ;
Chang, Jessica ;
Ballenger, Catherine E. ;
Bargmann, Bastiaan O. R. ;
Alassimone, Julien ;
Davies, Kelli A. ;
Lau, On Sun ;
Matos, Juliana L. ;
Hachez, Charles ;
Lanctot, Amy ;
Vaten, Anne ;
Birnbaum, Kenneth D. ;
Bergmann, Dominique C. .
DEVELOPMENTAL CELL, 2015, 33 (01) :107-118
[2]  
[Anonymous], 1952, Psychometrika
[3]  
Bargmann Bastiaan O R, 2010, J Vis Exp, DOI 10.3791/1673
[4]   Precise control of plant stem cell activity through parallel regulatory inputs [J].
Bennett, Tom ;
van den Toorn, Albert ;
Willemsen, Viola ;
Scheres, Ben .
DEVELOPMENT, 2014, 141 (21) :4055-4064
[5]   Technical Variations in Low-Input RNA-seq Methodologies [J].
Bhargava, Vipul ;
Head, Steven R. ;
Ordoukhanian, Phillip ;
Mercola, Mark ;
Subramaniam, Shankar .
SCIENTIFIC REPORTS, 2014, 4
[6]   Cell type-specific expression profiting in plants via cell sorting of protoplasts from fluorescent reporter lines [J].
Birnbaum, K ;
Jung, JW ;
Wang, JY ;
Lambert, GM ;
Hirst, JA ;
Galbraith, DW ;
Benfey, PN .
NATURE METHODS, 2005, 2 (08) :615-619
[7]   A gene expression map of the Arabidopsis root [J].
Birnbaum, K ;
Shasha, DE ;
Wang, JY ;
Jung, JW ;
Lambert, GM ;
Galbraith, DW ;
Benfey, PN .
SCIENCE, 2003, 302 (5652) :1956-1960
[8]   Measuring cell identity in noisy biological systems [J].
Birnbaum, Kenneth D. ;
Kussell, Edo .
NUCLEIC ACIDS RESEARCH, 2011, 39 (21) :9093-9107
[9]   A high-resolution root spatiotemporal map reveals dominant expression patterns [J].
Brady, Siobhan M. ;
Orlando, David A. ;
Lee, Ji-Young ;
Wang, Jean Y. ;
Koch, Jeremy ;
Dinneny, Jose R. ;
Mace, Daniel ;
Ohler, Uwe ;
Benfey, Philip N. .
SCIENCE, 2007, 318 (5851) :801-806
[10]  
Brennecke P, 2013, NAT METHODS, V10, P1093, DOI [10.1038/nmeth.2645, 10.1038/NMETH.2645]