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Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises
Gene expression noise refers to the variation of the expression level of a gene among isogenic cells in the same environment, and has two sources: extrinsic noise arising from the disparity of the cell state and intrinsic noise arising from the stochastic process of gene expression in the same cell...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6954418/ https://www.ncbi.nlm.nih.gov/pubmed/31799601 http://dx.doi.org/10.1093/nar/gkz1134 |
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author | Sun, Mengyi Zhang, Jianzhi |
author_facet | Sun, Mengyi Zhang, Jianzhi |
author_sort | Sun, Mengyi |
collection | PubMed |
description | Gene expression noise refers to the variation of the expression level of a gene among isogenic cells in the same environment, and has two sources: extrinsic noise arising from the disparity of the cell state and intrinsic noise arising from the stochastic process of gene expression in the same cell state. Due to the low throughput of the existing method for measuring the two noise components, the architectures of intrinsic and extrinsic expression noises remain elusive. Using allele-specific single-cell RNA sequencing, we here estimate the two noise components of 3975 genes in mouse fibroblast cells. Our analyses verify predicted influences of several factors such as the TATA-box and microRNA targeting on intrinsic or extrinsic noises and reveal gene function-associated noise trends implicating the action of natural selection. These findings unravel differential regulations, optimizations, and biological consequences of intrinsic and extrinsic noises and can aid the construction of desired synthetic circuits. |
format | Online Article Text |
id | pubmed-6954418 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-69544182020-01-16 Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises Sun, Mengyi Zhang, Jianzhi Nucleic Acids Res Computational Biology Gene expression noise refers to the variation of the expression level of a gene among isogenic cells in the same environment, and has two sources: extrinsic noise arising from the disparity of the cell state and intrinsic noise arising from the stochastic process of gene expression in the same cell state. Due to the low throughput of the existing method for measuring the two noise components, the architectures of intrinsic and extrinsic expression noises remain elusive. Using allele-specific single-cell RNA sequencing, we here estimate the two noise components of 3975 genes in mouse fibroblast cells. Our analyses verify predicted influences of several factors such as the TATA-box and microRNA targeting on intrinsic or extrinsic noises and reveal gene function-associated noise trends implicating the action of natural selection. These findings unravel differential regulations, optimizations, and biological consequences of intrinsic and extrinsic noises and can aid the construction of desired synthetic circuits. Oxford University Press 2020-01-24 2019-12-04 /pmc/articles/PMC6954418/ /pubmed/31799601 http://dx.doi.org/10.1093/nar/gkz1134 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Computational Biology Sun, Mengyi Zhang, Jianzhi Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises |
title | Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises |
title_full | Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises |
title_fullStr | Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises |
title_full_unstemmed | Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises |
title_short | Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises |
title_sort | allele-specific single-cell rna sequencing reveals different architectures of intrinsic and extrinsic gene expression noises |
topic | Computational Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6954418/ https://www.ncbi.nlm.nih.gov/pubmed/31799601 http://dx.doi.org/10.1093/nar/gkz1134 |
work_keys_str_mv | AT sunmengyi allelespecificsinglecellrnasequencingrevealsdifferentarchitecturesofintrinsicandextrinsicgeneexpressionnoises AT zhangjianzhi allelespecificsinglecellrnasequencingrevealsdifferentarchitecturesofintrinsicandextrinsicgeneexpressionnoises |