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单个胚胎发育细胞中的全转录组变异性。

Transcriptome-wide variability in single embryonic development cells.

作者信息

Piras Vincent, Tomita Masaru, Selvarajoo Kumar

机构信息

1] Institute for Advanced Biosciences, Keio University, 14-1 Baba-cho, 997-0035, Tsuruoka, Japan [2] Systems Biology Program, Graduate School of Media and Governance, Keio University, 5322 Endo, 252-0882, Fujisawa, Japan.

出版信息

Sci Rep. 2014 Nov 20;4:7137. doi: 10.1038/srep07137.

Abstract

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 (η(2) vs. μ), 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.

摘要

最近研究表明,单细胞内单个分子的分子异质性对于细胞命运多样化至关重要。然而,在全球范围内,分子变异性对胚胎发育阶段的影响在很大程度上尚未得到充分探索。在这里,为了了解人类和小鼠中从卵母细胞到囊胚的全转录组变异性的起源,我们检查了RNA测序数据集。通过评估皮尔逊相关性、香农熵和噪声模式(η(2)与μ),我们的研究揭示了在发育阶段,全转录组表达的多样性和变异性从低水平到饱和水平的相变。为了进一步探究观察到的行为,我们利用随机转录模型来模拟每个发育阶段的全局基因表达模式。从该模型中,我们认同全转录组调控最初始于2细胞阶段,并且由于扩增和定量转录活性,从8细胞阶段开始变得显著可变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/70ba/4238013/4a939d20ee85/srep07137-f1.jpg

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