Cargando…

Noise–mean relationship in mutated promoters

Gene expression depends on the frequency of transcription events (burst frequency) and on the number of mRNA molecules made per event (burst size). Both processes are encoded in promoter sequence, yet their dependence on mutations is poorly understood. Theory suggests that burst size and frequency c...

Descripción completa

Detalles Bibliográficos
Autores principales: Hornung, Gil, Bar-Ziv, Raz, Rosin, Dalia, Tokuriki, Nobuhiko, Tawfik, Dan S., Oren, Moshe, Barkai, Naama
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3514670/
https://www.ncbi.nlm.nih.gov/pubmed/22820945
http://dx.doi.org/10.1101/gr.139378.112
_version_ 1782252059824750592
author Hornung, Gil
Bar-Ziv, Raz
Rosin, Dalia
Tokuriki, Nobuhiko
Tawfik, Dan S.
Oren, Moshe
Barkai, Naama
author_facet Hornung, Gil
Bar-Ziv, Raz
Rosin, Dalia
Tokuriki, Nobuhiko
Tawfik, Dan S.
Oren, Moshe
Barkai, Naama
author_sort Hornung, Gil
collection PubMed
description Gene expression depends on the frequency of transcription events (burst frequency) and on the number of mRNA molecules made per event (burst size). Both processes are encoded in promoter sequence, yet their dependence on mutations is poorly understood. Theory suggests that burst size and frequency can be distinguished by monitoring the stochastic variation (noise) in gene expression: Increasing burst size will increase mean expression without changing noise, while increasing burst frequency will increase mean expression and decrease noise. To reveal principles by which promoter sequence regulates burst size and frequency, we randomly mutated 22 yeast promoters chosen to span a range of expression and noise levels, generating libraries of hundreds of sequence variants. In each library, mean expression (m) and noise (coefficient of variation, η) varied together, defining a scaling curve: η(2) = b/m + η(ext)(2). This relation is expected if sequence mutations modulate burst frequency primarily. The estimated burst size (b) differed between promoters, being higher in promoter containing a TATA box and lacking a nucleosome-free region. The rare variants that significantly decreased b were explained by mutations in TATA, or by an insertion of an out-of-frame translation start site. The decrease in burst size due to mutations in TATA was promoter-dependent, but independent of other mutations. These TATA box mutations also modulated the responsiveness of gene expression to changing conditions. Our results suggest that burst size is a promoter-specific property that is relatively robust to sequence mutations but is strongly dependent on the interaction between the TATA box and promoter nucleosomes.
format Online
Article
Text
id pubmed-3514670
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Cold Spring Harbor Laboratory Press
record_format MEDLINE/PubMed
spelling pubmed-35146702012-12-20 Noise–mean relationship in mutated promoters Hornung, Gil Bar-Ziv, Raz Rosin, Dalia Tokuriki, Nobuhiko Tawfik, Dan S. Oren, Moshe Barkai, Naama Genome Res Research Gene expression depends on the frequency of transcription events (burst frequency) and on the number of mRNA molecules made per event (burst size). Both processes are encoded in promoter sequence, yet their dependence on mutations is poorly understood. Theory suggests that burst size and frequency can be distinguished by monitoring the stochastic variation (noise) in gene expression: Increasing burst size will increase mean expression without changing noise, while increasing burst frequency will increase mean expression and decrease noise. To reveal principles by which promoter sequence regulates burst size and frequency, we randomly mutated 22 yeast promoters chosen to span a range of expression and noise levels, generating libraries of hundreds of sequence variants. In each library, mean expression (m) and noise (coefficient of variation, η) varied together, defining a scaling curve: η(2) = b/m + η(ext)(2). This relation is expected if sequence mutations modulate burst frequency primarily. The estimated burst size (b) differed between promoters, being higher in promoter containing a TATA box and lacking a nucleosome-free region. The rare variants that significantly decreased b were explained by mutations in TATA, or by an insertion of an out-of-frame translation start site. The decrease in burst size due to mutations in TATA was promoter-dependent, but independent of other mutations. These TATA box mutations also modulated the responsiveness of gene expression to changing conditions. Our results suggest that burst size is a promoter-specific property that is relatively robust to sequence mutations but is strongly dependent on the interaction between the TATA box and promoter nucleosomes. Cold Spring Harbor Laboratory Press 2012-12 /pmc/articles/PMC3514670/ /pubmed/22820945 http://dx.doi.org/10.1101/gr.139378.112 Text en © 2012, Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/3.0/ This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 3.0 Unported License), as described at http://creativecommons.org/licenses/by-nc/3.0/.
spellingShingle Research
Hornung, Gil
Bar-Ziv, Raz
Rosin, Dalia
Tokuriki, Nobuhiko
Tawfik, Dan S.
Oren, Moshe
Barkai, Naama
Noise–mean relationship in mutated promoters
title Noise–mean relationship in mutated promoters
title_full Noise–mean relationship in mutated promoters
title_fullStr Noise–mean relationship in mutated promoters
title_full_unstemmed Noise–mean relationship in mutated promoters
title_short Noise–mean relationship in mutated promoters
title_sort noise–mean relationship in mutated promoters
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3514670/
https://www.ncbi.nlm.nih.gov/pubmed/22820945
http://dx.doi.org/10.1101/gr.139378.112
work_keys_str_mv AT hornunggil noisemeanrelationshipinmutatedpromoters
AT barzivraz noisemeanrelationshipinmutatedpromoters
AT rosindalia noisemeanrelationshipinmutatedpromoters
AT tokurikinobuhiko noisemeanrelationshipinmutatedpromoters
AT tawfikdans noisemeanrelationshipinmutatedpromoters
AT orenmoshe noisemeanrelationshipinmutatedpromoters
AT barkainaama noisemeanrelationshipinmutatedpromoters