Cargando…

Transcriptome-wide Variability in Single Embryonic Development Cells

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 tr...

Descripción completa

Detalles Bibliográficos
Autores principales: Piras, Vincent, Tomita, Masaru, Selvarajoo, Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4238013/
https://www.ncbi.nlm.nih.gov/pubmed/25409746
http://dx.doi.org/10.1038/srep07137
_version_ 1782345446902988800
author Piras, Vincent
Tomita, Masaru
Selvarajoo, Kumar
author_facet Piras, Vincent
Tomita, Masaru
Selvarajoo, Kumar
author_sort Piras, Vincent
collection PubMed
description 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.
format Online
Article
Text
id pubmed-4238013
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-42380132014-11-25 Transcriptome-wide Variability in Single Embryonic Development Cells Piras, Vincent Tomita, Masaru Selvarajoo, Kumar Sci Rep Article 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. Nature Publishing Group 2014-11-20 /pmc/articles/PMC4238013/ /pubmed/25409746 http://dx.doi.org/10.1038/srep07137 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Piras, Vincent
Tomita, Masaru
Selvarajoo, Kumar
Transcriptome-wide Variability in Single Embryonic Development Cells
title Transcriptome-wide Variability in Single Embryonic Development Cells
title_full Transcriptome-wide Variability in Single Embryonic Development Cells
title_fullStr Transcriptome-wide Variability in Single Embryonic Development Cells
title_full_unstemmed Transcriptome-wide Variability in Single Embryonic Development Cells
title_short Transcriptome-wide Variability in Single Embryonic Development Cells
title_sort transcriptome-wide variability in single embryonic development cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4238013/
https://www.ncbi.nlm.nih.gov/pubmed/25409746
http://dx.doi.org/10.1038/srep07137
work_keys_str_mv AT pirasvincent transcriptomewidevariabilityinsingleembryonicdevelopmentcells
AT tomitamasaru transcriptomewidevariabilityinsingleembryonicdevelopmentcells
AT selvarajookumar transcriptomewidevariabilityinsingleembryonicdevelopmentcells