Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry

Cells adapt to familiar changes in their environment by activating predefined regulatory programs that establish adaptive gene expression states. These hard-wired pathways, however, may be inadequate for adaptation to environments never encountered before. Here, we reveal evidence for an alternative...

Full description

Bibliographic Details
Main Authors: Peter L Freddolino, Jamie Yang, Amir Momen-Roknabadi, Saeed Tavazoie
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2018-04-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/31867
id doaj-1ab6927a0ac840be9988164ca8608d91
record_format Article
spelling doaj-1ab6927a0ac840be9988164ca8608d912021-05-05T15:46:52ZengeLife Sciences Publications LtdeLife2050-084X2018-04-01710.7554/eLife.31867Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitryPeter L Freddolino0https://orcid.org/0000-0002-5821-4226Jamie Yang1Amir Momen-Roknabadi2Saeed Tavazoie3https://orcid.org/0000-0003-2183-4162Department of Systems Biology, Columbia University, New York City, United States; Department of Biochemistry and Molecular Biophysics, Columbia University, New York City, United StatesDepartment of Systems Biology, Columbia University, New York City, United States; Department of Biochemistry and Molecular Biophysics, Columbia University, New York City, United StatesDepartment of Systems Biology, Columbia University, New York City, United States; Department of Biochemistry and Molecular Biophysics, Columbia University, New York City, United StatesDepartment of Systems Biology, Columbia University, New York City, United States; Department of Biochemistry and Molecular Biophysics, Columbia University, New York City, United StatesCells adapt to familiar changes in their environment by activating predefined regulatory programs that establish adaptive gene expression states. These hard-wired pathways, however, may be inadequate for adaptation to environments never encountered before. Here, we reveal evidence for an alternative mode of gene regulation that enables adaptation to adverse conditions without relying on external sensory information or genetically predetermined cis-regulation. Instead, individual genes achieve optimal expression levels through a stochastic search for improved fitness. By focusing on improving the overall health of the cell, the proposed stochastic tuning mechanism discovers global gene expression states that are fundamentally new and yet optimized for novel environments. We provide experimental evidence for stochastic tuning in the adaptation of Saccharomyces cerevisiae to laboratory-engineered environments that are foreign to its native gene-regulatory network. Stochastic tuning operates locally at individual gene promoters, and its efficacy is modulated by perturbations to chromatin modification machinery.https://elifesciences.org/articles/31867gene regulationadaptationgene expression noiseepigeneticsstress responsestochastic tuning
collection DOAJ
language English
format Article
sources DOAJ
author Peter L Freddolino
Jamie Yang
Amir Momen-Roknabadi
Saeed Tavazoie
spellingShingle Peter L Freddolino
Jamie Yang
Amir Momen-Roknabadi
Saeed Tavazoie
Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
eLife
gene regulation
adaptation
gene expression noise
epigenetics
stress response
stochastic tuning
author_facet Peter L Freddolino
Jamie Yang
Amir Momen-Roknabadi
Saeed Tavazoie
author_sort Peter L Freddolino
title Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
title_short Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
title_full Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
title_fullStr Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
title_full_unstemmed Stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
title_sort stochastic tuning of gene expression enables cellular adaptation in the absence of pre-existing regulatory circuitry
publisher eLife Sciences Publications Ltd
series eLife
issn 2050-084X
publishDate 2018-04-01
description Cells adapt to familiar changes in their environment by activating predefined regulatory programs that establish adaptive gene expression states. These hard-wired pathways, however, may be inadequate for adaptation to environments never encountered before. Here, we reveal evidence for an alternative mode of gene regulation that enables adaptation to adverse conditions without relying on external sensory information or genetically predetermined cis-regulation. Instead, individual genes achieve optimal expression levels through a stochastic search for improved fitness. By focusing on improving the overall health of the cell, the proposed stochastic tuning mechanism discovers global gene expression states that are fundamentally new and yet optimized for novel environments. We provide experimental evidence for stochastic tuning in the adaptation of Saccharomyces cerevisiae to laboratory-engineered environments that are foreign to its native gene-regulatory network. Stochastic tuning operates locally at individual gene promoters, and its efficacy is modulated by perturbations to chromatin modification machinery.
topic gene regulation
adaptation
gene expression noise
epigenetics
stress response
stochastic tuning
url https://elifesciences.org/articles/31867
work_keys_str_mv AT peterlfreddolino stochastictuningofgeneexpressionenablescellularadaptationintheabsenceofpreexistingregulatorycircuitry
AT jamieyang stochastictuningofgeneexpressionenablescellularadaptationintheabsenceofpreexistingregulatorycircuitry
AT amirmomenroknabadi stochastictuningofgeneexpressionenablescellularadaptationintheabsenceofpreexistingregulatorycircuitry
AT saeedtavazoie stochastictuningofgeneexpressionenablescellularadaptationintheabsenceofpreexistingregulatorycircuitry
_version_ 1721459747855532032