Transcriptome-wide Variability in Single Embryonic Development Cells

被引:51
|
作者
Piras, Vincent [1 ,2 ]
Tomita, Masaru [1 ,2 ]
Selvarajoo, Kumar [1 ,2 ]
机构
[1] Keio Univ, Inst Adv Biosci, Tsuruoka, Yamagata 9970035, Japan
[2] Keio Univ, Grad Sch Media & Governance, Syst Biol Program, Fujisawa, Kanagawa 2520882, Japan
来源
SCIENTIFIC REPORTS | 2014年 / 4卷
基金
日本学术振兴会;
关键词
MESSENGER-RNA-SEQ; GENE-EXPRESSION; INFORMATION-CONTENT; NOISE; PLURIPOTENT; FREQUENCY;
D O I
10.1038/srep07137
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
Molecular heterogeneity of individual molecules within single cells has been recently shown to be crucial for cell fate diversifications. However, on a global scale, the effect of molecular variability for embryonic developmental stages is largely underexplored. Here, to understand the origins of transcriptome-wide variability of oocytes to blastocysts in human and mouse, we examined RNA-Seq datasets. Evaluating Pearson correlation, Shannon entropy and noise patterns (eta(2) vs. mu), our investigations reveal a phase transition from low to saturating levels of diversity and variability of transcriptome-wide expressions through the development stages. To probe the observed behaviour further, we utilised a stochastic transcriptional model to simulate the global gene expressions pattern for each development stage. From the model, we concur that transcriptome-wide regulation initially begins from 2-cell stage, and becomes strikingly variable from 8-cell stage due to amplification and quantal transcriptional activity.
引用
收藏
页数:9
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