Single Cell RNA-Sequencing of Pluripotent States Unlocks Modular Transcriptional Variation

被引:389
作者
Kolodziejczyk, Aleksandra A. [1 ,2 ]
Kim, Jong Kyoung [1 ]
Tsang, Jason C. H. [2 ]
Ilicic, Tomislav [1 ,2 ]
Henriksson, Johan [1 ]
Natarajan, Kedar N. [1 ,2 ]
Tuck, Alex C. [1 ,3 ]
Gao, Xuefei [2 ]
Buehler, Marc [3 ]
Liu, Pentao [2 ]
Marioni, John C. [1 ,2 ,4 ]
Teichmann, Sarah A. [1 ,2 ]
机构
[1] European Bioinformat Inst EMBL EBI, European Mol Biol Lab, Cambridge CB10 1SD, England
[2] Wellcome Trust Sanger Inst, Cambridge CB10 1SA, England
[3] Friedrich Miescher Inst Biomed Res, CH-4058 Basel, Switzerland
[4] Univ Cambridge, Canc Res UK Cambridge Inst, Cambridge CB2 0RE, England
基金
英国惠康基金; 英国生物技术与生命科学研究理事会;
关键词
EMBRYONIC STEM-CELLS; GROUND-STATE; SELF-RENEWAL; PROTHYMOSIN-ALPHA; GENE-EXPRESSION; REGULATORY CIRCUITRY; SIGNALING PATHWAYS; THYMOSIN ALPHA-1; NANOG; INHIBITION;
D O I
10.1016/j.stem.2015.09.011
中图分类号
Q813 [细胞工程];
学科分类号
摘要
Embryonic stem cell (ESC) culture conditions are important for maintaining long-term self-renewal, and they influence cellular pluripotency state. Here, we report single cell RNA-sequencing of mESCs cultured in three different conditions: serum, 2i, and the alternative ground state a2i. We find that the cellular transcriptomes of cells grown in these conditions are distinct, with 2i being the most similar to blastocyst cells and including a subpopulation resembling the two-cell embryo state. Overall levels of intercellular gene expression heterogeneity are comparable across the three conditions. However, this masks variable expression of pluripotency genes in serum cells and homogeneous expression in 2i and a2i cells. Additionally, genes related to the cell cycle are more variably expressed in the 2i and a2i conditions. Mining of our dataset for correlations in gene expression allowed us to identify additional components of the pluripotency network, including Ptma and Zfp640, illustrating its value as a resource for future discovery.
引用
收藏
页码:471 / 485
页数:15
相关论文
共 72 条
[1]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[2]   Multipotent cell lineages in early mouse development depend on SOX2 function [J].
Avilion, AA ;
Nicolis, SK ;
Pevny, LH ;
Perez, L ;
Vivian, N ;
Lovell-Badge, R .
GENES & DEVELOPMENT, 2003, 17 (01) :126-140
[3]   Generation of a defined and uniform population of CNS progenitors and neurons from mouse embryonic stem cells [J].
Bibel, Miriam ;
Richter, Jens ;
Lacroix, Emmanuel ;
Barde, Yves-Alain .
NATURE PROTOCOLS, 2007, 2 (05) :1034-1043
[4]   The ability of inner-cell-mass cells to self-renew as embryonic stem cells is acquired following epiblast specification [J].
Boroviak, Thorsten ;
Loos, Remco ;
Bertone, Paul ;
Smith, Austin ;
Nichols, Jennifer .
NATURE CELL BIOLOGY, 2014, 16 (06) :513-+
[5]   Core transcriptional regulatory circuitry in human embryonic stem cells [J].
Boyer, LA ;
Lee, TI ;
Cole, MF ;
Johnstone, SE ;
Levine, SS ;
Zucker, JR ;
Guenther, MG ;
Kumar, RM ;
Murray, HL ;
Jenner, RG ;
Gifford, DK ;
Melton, DA ;
Jaenisch, R ;
Young, RA .
CELL, 2005, 122 (06) :947-956
[6]   FORMATION OF GERM-LINE CHIMERAS FROM EMBRYO-DERIVED TERATOCARCINOMA CELL-LINES [J].
BRADLEY, A ;
EVANS, M ;
KAUFMAN, MH ;
ROBERTSON, E .
NATURE, 1984, 309 (5965) :255-256
[7]  
Brennecke P, 2013, NAT METHODS, V10, P1093, DOI [10.1038/NMETH.2645, 10.1038/nmeth.2645]
[8]   Suppression of SHP-2 and ERK signalling promotes self-renewal of mouse embryonic stem cells [J].
Burdon, T ;
Stracey, C ;
Chambers, I ;
Nichols, J ;
Smith, A .
DEVELOPMENTAL BIOLOGY, 1999, 210 (01) :30-43
[9]   Functional Heterogeneity of Embryonic Stem Cells Revealed through Translational Amplification of an Early Endodermal Transcript [J].
Canham, Maurice A. ;
Sharov, Alexei A. ;
Ko, Minoru S. H. ;
Brickman, Joshua M. .
PLOS BIOLOGY, 2010, 8 (05)
[10]   Functional expression cloning of Nanog, a pluripotency sustaining factor in embryonic stem cells [J].
Chambers, I ;
Colby, D ;
Robertson, M ;
Nichols, J ;
Lee, S ;
Tweedie, S ;
Smith, A .
CELL, 2003, 113 (05) :643-655