---
_id: '8951'
abstract:
- lang: eng
text: Gene expression levels are influenced by multiple coexisting molecular mechanisms.
Some of these interactions, such as those of transcription factors and promoters
have been studied extensively. However, predicting phenotypes of gene regulatory
networks remains a major challenge. Here, we use a well-defined synthetic gene
regulatory network to study how network phenotypes depend on local genetic context,
i.e. the genetic neighborhood of a transcription factor and its relative position.
We show that one gene regulatory network with fixed topology can display not only
quantitatively but also qualitatively different phenotypes, depending solely on
the local genetic context of its components. Our results demonstrate that changes
in local genetic context can place a single transcriptional unit within two separate
regulons without the need for complex regulatory sequences. We propose that relative
order of individual transcriptional units, with its potential for combinatorial
complexity, plays an important role in shaping phenotypes of gene regulatory networks.
article_processing_charge: No
author:
- first_name: Anna A
full_name: Nagy-Staron, Anna A
id: 3ABC5BA6-F248-11E8-B48F-1D18A9856A87
last_name: Nagy-Staron
orcid: 0000-0002-1391-8377
citation:
ama: Nagy-Staron AA. Sequences of gene regulatory network permutations for the article
“Local genetic context shapes the function of a gene regulatory network.” 2020.
doi:10.15479/AT:ISTA:8951
apa: Nagy-Staron, A. A. (2020). Sequences of gene regulatory network permutations
for the article “Local genetic context shapes the function of a gene regulatory
network.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:8951
chicago: Nagy-Staron, Anna A. “Sequences of Gene Regulatory Network Permutations
for the Article ‘Local Genetic Context Shapes the Function of a Gene Regulatory
Network.’” Institute of Science and Technology Austria, 2020. https://doi.org/10.15479/AT:ISTA:8951.
ieee: A. A. Nagy-Staron, “Sequences of gene regulatory network permutations for
the article ‘Local genetic context shapes the function of a gene regulatory network.’”
Institute of Science and Technology Austria, 2020.
ista: Nagy-Staron AA. 2020. Sequences of gene regulatory network permutations for
the article ‘Local genetic context shapes the function of a gene regulatory network’,
Institute of Science and Technology Austria, 10.15479/AT:ISTA:8951.
mla: Nagy-Staron, Anna A. Sequences of Gene Regulatory Network Permutations for
the Article “Local Genetic Context Shapes the Function of a Gene Regulatory Network.”
Institute of Science and Technology Austria, 2020, doi:10.15479/AT:ISTA:8951.
short: A.A. Nagy-Staron, (2020).
contributor:
- contributor_type: project_member
first_name: Anna A
id: 3ABC5BA6-F248-11E8-B48F-1D18A9856A87
last_name: Nagy-Staron
- contributor_type: project_member
first_name: Kathrin
id: 3AEC8556-F248-11E8-B48F-1D18A9856A87
last_name: Tomasek
- contributor_type: project_member
first_name: Caroline
last_name: Caruso Carter
- contributor_type: project_member
first_name: Elisabeth
last_name: Sonnleitner
- contributor_type: project_member
first_name: Bor
id: 350F91D2-F248-11E8-B48F-1D18A9856A87
last_name: Kavcic
orcid: 0000-0001-6041-254X
- contributor_type: project_member
first_name: Tiago
last_name: Paixão
- contributor_type: project_manager
first_name: Calin C
id: 47F8433E-F248-11E8-B48F-1D18A9856A87
last_name: Guet
orcid: 0000-0001-6220-2052
date_created: 2020-12-20T10:00:26Z
date_published: 2020-12-21T00:00:00Z
date_updated: 2024-02-21T12:41:57Z
day: '21'
ddc:
- '570'
department:
- _id: CaGu
doi: 10.15479/AT:ISTA:8951
file:
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checksum: f57862aeee1690c7effd2b1117d40ed1
content_type: text/plain
creator: bkavcic
date_created: 2020-12-20T09:52:52Z
date_updated: 2020-12-20T09:52:52Z
file_id: '8952'
file_name: readme.txt
file_size: 523
relation: main_file
success: 1
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file_size: 379228
relation: main_file
success: 1
file_date_updated: 2020-12-20T22:01:44Z
has_accepted_license: '1'
keyword:
- Gene regulatory networks
- Gene expression
- Escherichia coli
- Synthetic Biology
license: https://creativecommons.org/licenses/by/4.0/
month: '12'
oa: 1
oa_version: Published Version
publisher: Institute of Science and Technology Austria
related_material:
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relation: used_in_publication
status: public
status: public
title: Sequences of gene regulatory network permutations for the article "Local genetic
context shapes the function of a gene regulatory network"
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
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...
---
_id: '7383'
abstract:
- lang: eng
text: Organisms cope with change by employing transcriptional regulators. However,
when faced with rare environments, the evolution of transcriptional regulators
and their promoters may be too slow. We ask whether the intrinsic instability
of gene duplication and amplification provides a generic alternative to canonical
gene regulation. By real-time monitoring of gene copy number mutations in E. coli,
we show that gene duplications and amplifications enable adaptation to fluctuating
environments by rapidly generating copy number, and hence expression level, polymorphism.
This ‘amplification-mediated gene expression tuning’ occurs on timescales similar
to canonical gene regulation and can deal with rapid environmental changes. Mathematical
modeling shows that amplifications also tune gene expression in stochastic environments
where transcription factor-based schemes are hard to evolve or maintain. The fleeting
nature of gene amplifications gives rise to a generic population-level mechanism
that relies on genetic heterogeneity to rapidly tune expression of any gene, without
leaving any genomic signature.
article_processing_charge: No
author:
- first_name: Rok
full_name: Grah, Rok
id: 483E70DE-F248-11E8-B48F-1D18A9856A87
last_name: Grah
orcid: 0000-0003-2539-3560
citation:
ama: 'Grah R. Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level
Gene Expression regulation. 2020. doi:10.15479/AT:ISTA:7383'
apa: 'Grah, R. (2020). Matlab scripts for the Paper: Gene Amplification as a Form
of Population-Level Gene Expression regulation. Institute of Science and Technology
Austria. https://doi.org/10.15479/AT:ISTA:7383'
chicago: 'Grah, Rok. “Matlab Scripts for the Paper: Gene Amplification as a Form
of Population-Level Gene Expression Regulation.” Institute of Science and Technology
Austria, 2020. https://doi.org/10.15479/AT:ISTA:7383.'
ieee: 'R. Grah, “Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level
Gene Expression regulation.” Institute of Science and Technology Austria, 2020.'
ista: 'Grah R. 2020. Matlab scripts for the Paper: Gene Amplification as a Form
of Population-Level Gene Expression regulation, Institute of Science and Technology
Austria, 10.15479/AT:ISTA:7383.'
mla: 'Grah, Rok. Matlab Scripts for the Paper: Gene Amplification as a Form of
Population-Level Gene Expression Regulation. Institute of Science and Technology
Austria, 2020, doi:10.15479/AT:ISTA:7383.'
short: R. Grah, (2020).
contributor:
- contributor_type: project_leader
first_name: Calin C
id: 47F8433E-F248-11E8-B48F-1D18A9856A87
last_name: Guet
orcid: 0000-0001-6220-2052
date_created: 2020-01-28T10:41:49Z
date_published: 2020-01-28T00:00:00Z
date_updated: 2024-02-21T12:42:31Z
day: '28'
department:
- _id: CaGu
- _id: GaTk
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creator: rgrah
date_created: 2020-01-28T10:39:40Z
date_updated: 2020-07-14T12:47:57Z
file_id: '7384'
file_name: Scripts.zip
file_size: 73363365
relation: main_file
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checksum: 4076ceab32ef588cc233802bab24c1ab
content_type: text/plain
creator: rgrah
date_created: 2020-01-28T10:39:30Z
date_updated: 2020-07-14T12:47:57Z
file_id: '7385'
file_name: READ_ME_MAIN.txt
file_size: 962
relation: main_file
file_date_updated: 2020-07-14T12:47:57Z
has_accepted_license: '1'
keyword:
- Matlab scripts
- analysis of microfluidics
- mathematical model
month: '01'
oa: 1
oa_version: Published Version
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '7652'
relation: used_in_publication
status: public
status: public
title: 'Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level
Gene Expression regulation'
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '7016'
abstract:
- lang: eng
text: Organisms cope with change by employing transcriptional regulators. However,
when faced with rare environments, the evolution of transcriptional regulators
and their promoters may be too slow. We ask whether the intrinsic instability
of gene duplication and amplification provides a generic alternative to canonical
gene regulation. By real-time monitoring of gene copy number mutations in E. coli,
we show that gene duplications and amplifications enable adaptation to fluctuating
environments by rapidly generating copy number, and hence expression level, polymorphism.
This ‘amplification-mediated gene expression tuning’ occurs on timescales similar
to canonical gene regulation and can deal with rapid environmental changes. Mathematical
modeling shows that amplifications also tune gene expression in stochastic environments
where transcription factor-based schemes are hard to evolve or maintain. The fleeting
nature of gene amplifications gives rise to a generic population-level mechanism
that relies on genetic heterogeneity to rapidly tune expression of any gene, without
leaving any genomic signature.
article_processing_charge: No
author:
- first_name: Isabella
full_name: Tomanek, Isabella
id: 3981F020-F248-11E8-B48F-1D18A9856A87
last_name: Tomanek
orcid: 0000-0001-6197-363X
citation:
ama: Tomanek I. Data for the paper “Gene amplification as a form of population-level
gene expression regulation.” 2019. doi:10.15479/AT:ISTA:7016
apa: Tomanek, I. (2019). Data for the paper “Gene amplification as a form of population-level
gene expression regulation.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:7016
chicago: Tomanek, Isabella. “Data for the Paper ‘Gene Amplification as a Form of
Population-Level Gene Expression Regulation.’” Institute of Science and Technology
Austria, 2019. https://doi.org/10.15479/AT:ISTA:7016.
ieee: I. Tomanek, “Data for the paper ‘Gene amplification as a form of population-level
gene expression regulation.’” Institute of Science and Technology Austria, 2019.
ista: Tomanek I. 2019. Data for the paper ‘Gene amplification as a form of population-level
gene expression regulation’, Institute of Science and Technology Austria, 10.15479/AT:ISTA:7016.
mla: Tomanek, Isabella. Data for the Paper “Gene Amplification as a Form of Population-Level
Gene Expression Regulation.” Institute of Science and Technology Austria,
2019, doi:10.15479/AT:ISTA:7016.
short: I. Tomanek, (2019).
contributor:
- contributor_type: project_leader
first_name: Calin C
id: 47F8433E-F248-11E8-B48F-1D18A9856A87
last_name: Guet
orcid: 0000-0001-6220-2052
date_created: 2019-11-13T09:07:31Z
date_published: 2019-11-13T00:00:00Z
date_updated: 2024-02-21T12:45:25Z
day: '13'
ddc:
- '576'
department:
- _id: CaGu
doi: 10.15479/AT:ISTA:7016
file:
- access_level: open_access
checksum: 72441055043eda4cbf1398a422e2c118
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creator: itomanek
date_created: 2019-11-13T08:52:21Z
date_updated: 2020-07-14T12:47:47Z
description: Illumina whole genome sequence data for Locus 1 - amplified.
file_id: '7017'
file_name: D8_S35_R2_001.fastq
file_size: 2456192500
relation: main_file
title: Locus1_amplified
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content_type: application/octet-stream
creator: itomanek
date_created: 2019-11-13T08:52:59Z
date_updated: 2020-07-14T12:47:47Z
description: Illumina whole genome sequence data for Locus 1 - ancestral.
file_id: '7018'
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creator: itomanek
date_created: 2019-11-13T08:54:10Z
date_updated: 2020-07-14T12:47:47Z
description: Illumina whole genome sequence data for Locus 1 - amplified, after
DOG-selection.
file_id: '7019'
file_name: D8-DOG1_S47_R2_001.fastq
file_size: 2878017264
relation: main_file
title: Locus1_amplified_DOG
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creator: itomanek
date_created: 2019-11-13T08:55:58Z
date_updated: 2020-07-14T12:47:47Z
description: Illumina whole genome sequence data for Locus 2 - ancestral.
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title: Locus2_ancestral
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date_updated: 2020-07-14T12:47:47Z
description: Illumina whole genome sequence data for Locus 2 - amplified, after
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relation: main_file
title: Locus2_amplified_DOG
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description: Compressed genbank file format containing the sequence of the chromosomal
reporter gene cassette.
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file_name: galK_dual_reporter_cassette.gb.zip
file_size: 4179
relation: main_file
title: DNA sequence of the chromosomal reporter gene cassette
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file_name: microfuidics_data.zip
file_size: 8141727
relation: main_file
title: microfluidics data
file_date_updated: 2020-07-14T12:47:47Z
has_accepted_license: '1'
keyword:
- Escherichia coli
- gene amplification
- galactose
- DOG
- experimental evolution
- Illumina sequence data
- FACS data
- microfluidics data
month: '11'
oa: 1
oa_version: Published Version
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '7652'
relation: used_in_publication
status: public
status: public
title: Data for the paper "Gene amplification as a form of population-level gene expression
regulation"
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '5569'
abstract:
- lang: eng
text: "Nela Nikolic, Tobias Bergmiller, Alexandra Vandervelde, Tanino G. Albanese,
Lendert Gelens, and Isabella Moll (2018)\r\n“Autoregulation of mazEF expression
underlies growth heterogeneity in bacterial populations” Nucleic Acids Research,
doi: 10.15479/AT:ISTA:74;\r\nmicroscopy experiments by Tobias Bergmiller; image
and data analysis by Nela Nikolic."
article_processing_charge: No
author:
- first_name: Tobias
full_name: Bergmiller, Tobias
id: 2C471CFA-F248-11E8-B48F-1D18A9856A87
last_name: Bergmiller
orcid: 0000-0001-5396-4346
- first_name: Nela
full_name: Nikolic, Nela
id: 42D9CABC-F248-11E8-B48F-1D18A9856A87
last_name: Nikolic
orcid: 0000-0001-9068-6090
citation:
ama: Bergmiller T, Nikolic N. Time-lapse microscopy data. 2018. doi:10.15479/AT:ISTA:74
apa: Bergmiller, T., & Nikolic, N. (2018). Time-lapse microscopy data. Institute
of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:74
chicago: Bergmiller, Tobias, and Nela Nikolic. “Time-Lapse Microscopy Data.” Institute
of Science and Technology Austria, 2018. https://doi.org/10.15479/AT:ISTA:74.
ieee: T. Bergmiller and N. Nikolic, “Time-lapse microscopy data.” Institute of Science
and Technology Austria, 2018.
ista: Bergmiller T, Nikolic N. 2018. Time-lapse microscopy data, Institute of Science
and Technology Austria, 10.15479/AT:ISTA:74.
mla: Bergmiller, Tobias, and Nela Nikolic. Time-Lapse Microscopy Data. Institute
of Science and Technology Austria, 2018, doi:10.15479/AT:ISTA:74.
short: T. Bergmiller, N. Nikolic, (2018).
datarep_id: '74'
date_created: 2018-12-12T12:31:35Z
date_published: 2018-02-07T00:00:00Z
date_updated: 2024-02-21T13:44:45Z
day: '07'
ddc:
- '579'
department:
- _id: CaGu
doi: 10.15479/AT:ISTA:74
file:
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has_accepted_license: '1'
keyword:
- microscopy
- microfluidics
license: https://creativecommons.org/publicdomain/zero/1.0/
month: '02'
oa: 1
oa_version: Published Version
publisher: Institute of Science and Technology Austria
publist_id: '7385'
related_material:
record:
- id: '438'
relation: research_paper
status: public
status: public
title: Time-lapse microscopy data
tmp:
image: /images/cc_0.png
legal_code_url: https://creativecommons.org/publicdomain/zero/1.0/legalcode
name: Creative Commons Public Domain Dedication (CC0 1.0)
short: CC0 (1.0)
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2018'
...
---
_id: '5585'
abstract:
- lang: eng
text: Mean repression values and standard error of the mean are given for all operator
mutant libraries.
article_processing_charge: No
author:
- first_name: Claudia
full_name: Igler, Claudia
id: 46613666-F248-11E8-B48F-1D18A9856A87
last_name: Igler
- first_name: Mato
full_name: Lagator, Mato
id: 345D25EC-F248-11E8-B48F-1D18A9856A87
last_name: Lagator
- first_name: Gasper
full_name: Tkacik, Gasper
id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
last_name: Tkacik
orcid: 0000-0002-6699-1455
- first_name: Jonathan P
full_name: Bollback, Jonathan P
id: 2C6FA9CC-F248-11E8-B48F-1D18A9856A87
last_name: Bollback
orcid: 0000-0002-4624-4612
- first_name: Calin C
full_name: Guet, Calin C
id: 47F8433E-F248-11E8-B48F-1D18A9856A87
last_name: Guet
orcid: 0000-0001-6220-2052
citation:
ama: Igler C, Lagator M, Tkačik G, Bollback JP, Guet CC. Data for the paper Evolutionary
potential of transcription factors for gene regulatory rewiring. 2018. doi:10.15479/AT:ISTA:108
apa: Igler, C., Lagator, M., Tkačik, G., Bollback, J. P., & Guet, C. C. (2018).
Data for the paper Evolutionary potential of transcription factors for gene regulatory
rewiring. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:108
chicago: Igler, Claudia, Mato Lagator, Gašper Tkačik, Jonathan P Bollback, and Calin
C Guet. “Data for the Paper Evolutionary Potential of Transcription Factors for
Gene Regulatory Rewiring.” Institute of Science and Technology Austria, 2018.
https://doi.org/10.15479/AT:ISTA:108.
ieee: C. Igler, M. Lagator, G. Tkačik, J. P. Bollback, and C. C. Guet, “Data for
the paper Evolutionary potential of transcription factors for gene regulatory
rewiring.” Institute of Science and Technology Austria, 2018.
ista: Igler C, Lagator M, Tkačik G, Bollback JP, Guet CC. 2018. Data for the paper
Evolutionary potential of transcription factors for gene regulatory rewiring,
Institute of Science and Technology Austria, 10.15479/AT:ISTA:108.
mla: Igler, Claudia, et al. Data for the Paper Evolutionary Potential of Transcription
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title: Data for the paper Evolutionary potential of transcription factors for gene
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abstract:
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text: Compressed Fastq files with whole-genome sequencing data of IS-wt strain D
and clones from four evolved populations (A11, C08, C10, D08). Information on
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apa: Steinrück, M., & Guet, C. C. (2017). Fastq files for “Complex chromosomal
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Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:65
chicago: Steinrück, Magdalena, and Calin C Guet. “Fastq Files for ‘Complex Chromosomal
Neighborhood Effects Determine the Adaptive Potential of a Gene under Selection.’”
Institute of Science and Technology Austria, 2017. https://doi.org/10.15479/AT:ISTA:65.
ieee: M. Steinrück and C. C. Guet, “Fastq files for ‘Complex chromosomal neighborhood
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effects determine the adaptive potential of a gene under selection’, Institute
of Science and Technology Austria, 10.15479/AT:ISTA:65.
mla: Steinrück, Magdalena, and Calin C. Guet. Fastq Files for “Complex Chromosomal
Neighborhood Effects Determine the Adaptive Potential of a Gene under Selection.”
Institute of Science and Technology Austria, 2017, doi:10.15479/AT:ISTA:65.
short: M. Steinrück, C.C. Guet, (2017).
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title: Fastq files for "Complex chromosomal neighborhood effects determine the adaptive
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---
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abstract:
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text: "This repository contains the data collected for the manuscript \"Biased partitioning
of the multi-drug efflux pump AcrAB-TolC underlies long-lived phenotypic heterogeneity\".\r\nThe
data is compressed into a single archive. Within the archive, different folders
correspond to figures of the main text and the SI of the related publication.\r\nData
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apa: Bergmiller, T., Andersson, A. M., Tomasek, K., Balleza, E., Kiviet, D., Hauschild,
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underlies long-lived phenotypic heterogeneity. Institute of Science and Technology
Austria. https://doi.org/10.15479/AT:ISTA:53
chicago: Bergmiller, Tobias, Anna M Andersson, Kathrin Tomasek, Enrique Balleza,
Daniel Kiviet, Robert Hauschild, Gašper Tkačik, and Calin C Guet. “Biased Partitioning
of the Multi-Drug Efflux Pump AcrAB-TolC Underlies Long-Lived Phenotypic Heterogeneity.”
Institute of Science and Technology Austria, 2017. https://doi.org/10.15479/AT:ISTA:53.
ieee: T. Bergmiller et al., “Biased partitioning of the multi-drug efflux
pump AcrAB-TolC underlies long-lived phenotypic heterogeneity.” Institute of Science
and Technology Austria, 2017.
ista: Bergmiller T, Andersson AM, Tomasek K, Balleza E, Kiviet D, Hauschild R, Tkačik
G, Guet CC. 2017. Biased partitioning of the multi-drug efflux pump AcrAB-TolC
underlies long-lived phenotypic heterogeneity, Institute of Science and Technology
Austria, 10.15479/AT:ISTA:53.
mla: Bergmiller, Tobias, et al. Biased Partitioning of the Multi-Drug Efflux
Pump AcrAB-TolC Underlies Long-Lived Phenotypic Heterogeneity. Institute of
Science and Technology Austria, 2017, doi:10.15479/AT:ISTA:53.
short: T. Bergmiller, A.M. Andersson, K. Tomasek, E. Balleza, D. Kiviet, R. Hauschild,
G. Tkačik, C.C. Guet, (2017).
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- single cell microscopy
- mother machine microfluidic device
- AcrAB-TolC pump
- multi-drug efflux
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