Shadow enhancers can suppress input transcription factor noise through distinct regulatory logic

Shadow enhancers, groups of seemingly redundant enhancers, are found in a wide range of organisms and are critical for robust developmental patterning. However, their mechanism of action is unknown. We hypothesized that shadow enhancers drive consistent expression levels by buffering upstream noise...

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Main Authors: Rachel Waymack, Alvaro Fletcher, German Enciso, Zeba Wunderlich
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2020-08-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/59351
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spelling doaj-4db077763b75456d9893ed45cf12183b2021-05-05T21:24:56ZengeLife Sciences Publications LtdeLife2050-084X2020-08-01910.7554/eLife.59351Shadow enhancers can suppress input transcription factor noise through distinct regulatory logicRachel Waymack0Alvaro Fletcher1German Enciso2Zeba Wunderlich3https://orcid.org/0000-0003-4491-5715Department of Developmental and Cell Biology, University of California, Irvine, Irvine, United StatesMathematical, Computational, and Systems Biology Graduate Program, University of California, Irvine, Irvine, United StatesDepartment of Developmental and Cell Biology, University of California, Irvine, Irvine, United States; Department of Mathematics, University of California, Irvine, Irvine, United StatesDepartment of Developmental and Cell Biology, University of California, Irvine, Irvine, United StatesShadow enhancers, groups of seemingly redundant enhancers, are found in a wide range of organisms and are critical for robust developmental patterning. However, their mechanism of action is unknown. We hypothesized that shadow enhancers drive consistent expression levels by buffering upstream noise through a separation of transcription factor (TF) inputs at the individual enhancers. By measuring the transcriptional dynamics of several Kruppel shadow enhancer configurations in live Drosophila embryos, we showed that individual member enhancers act largely independently. We found that TF fluctuations are an appreciable source of noise that the shadow enhancer pair can better buffer than duplicated enhancers. The shadow enhancer pair is also uniquely able to maintain low levels of expression noise across a wide range of temperatures. A stochastic model demonstrated the separation of TF inputs is sufficient to explain these findings. Our results suggest the widespread use of shadow enhancers is partially due to their noise suppressing ability.https://elifesciences.org/articles/59351enhancersgene expressionnoisedevelopmentshadow enhancers
collection DOAJ
language English
format Article
sources DOAJ
author Rachel Waymack
Alvaro Fletcher
German Enciso
Zeba Wunderlich
spellingShingle Rachel Waymack
Alvaro Fletcher
German Enciso
Zeba Wunderlich
Shadow enhancers can suppress input transcription factor noise through distinct regulatory logic
eLife
enhancers
gene expression
noise
development
shadow enhancers
author_facet Rachel Waymack
Alvaro Fletcher
German Enciso
Zeba Wunderlich
author_sort Rachel Waymack
title Shadow enhancers can suppress input transcription factor noise through distinct regulatory logic
title_short Shadow enhancers can suppress input transcription factor noise through distinct regulatory logic
title_full Shadow enhancers can suppress input transcription factor noise through distinct regulatory logic
title_fullStr Shadow enhancers can suppress input transcription factor noise through distinct regulatory logic
title_full_unstemmed Shadow enhancers can suppress input transcription factor noise through distinct regulatory logic
title_sort shadow enhancers can suppress input transcription factor noise through distinct regulatory logic
publisher eLife Sciences Publications Ltd
series eLife
issn 2050-084X
publishDate 2020-08-01
description Shadow enhancers, groups of seemingly redundant enhancers, are found in a wide range of organisms and are critical for robust developmental patterning. However, their mechanism of action is unknown. We hypothesized that shadow enhancers drive consistent expression levels by buffering upstream noise through a separation of transcription factor (TF) inputs at the individual enhancers. By measuring the transcriptional dynamics of several Kruppel shadow enhancer configurations in live Drosophila embryos, we showed that individual member enhancers act largely independently. We found that TF fluctuations are an appreciable source of noise that the shadow enhancer pair can better buffer than duplicated enhancers. The shadow enhancer pair is also uniquely able to maintain low levels of expression noise across a wide range of temperatures. A stochastic model demonstrated the separation of TF inputs is sufficient to explain these findings. Our results suggest the widespread use of shadow enhancers is partially due to their noise suppressing ability.
topic enhancers
gene expression
noise
development
shadow enhancers
url https://elifesciences.org/articles/59351
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AT alvarofletcher shadowenhancerscansuppressinputtranscriptionfactornoisethroughdistinctregulatorylogic
AT germanenciso shadowenhancerscansuppressinputtranscriptionfactornoisethroughdistinctregulatorylogic
AT zebawunderlich shadowenhancerscansuppressinputtranscriptionfactornoisethroughdistinctregulatorylogic
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