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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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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 |
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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 |
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