---
_id: '10736'
abstract:
- lang: eng
  text: Predicting function from sequence is a central problem of biology. Currently,
    this is possible only locally in a narrow mutational neighborhood around a wildtype
    sequence rather than globally from any sequence. Using random mutant libraries,
    we developed a biophysical model that accounts for multiple features of σ70 binding
    bacterial promoters to predict constitutive gene expression levels from any sequence.
    We experimentally and theoretically estimated that 10–20% of random sequences
    lead to expression and ~80% of non-expressing sequences are one mutation away
    from a functional promoter. The potential for generating expression from random
    sequences is so pervasive that selection acts against σ70-RNA polymerase binding
    sites even within inter-genic, promoter-containing regions. This pervasiveness
    of σ70-binding sites implies that emergence of promoters is not the limiting step
    in gene regulatory evolution. Ultimately, the inclusion of novel features of promoter
    function into a mechanistic model enabled not only more accurate predictions of
    gene expression levels, but also identified that promoters evolve more rapidly
    than previously thought.
acknowledgement: 'We thank Hande Acar, Nicholas H Barton, Rok Grah, Tiago Paixao,
  Maros Pleska, Anna Staron, and Murat Tugrul for insightful comments and input on
  the manuscript. This work was supported by: Sir Henry Dale Fellowship jointly funded
  by the Wellcome Trust and the Royal Society (grant number 216779/Z/19/Z) to ML;
  IPC Grant from IST Austria to ML and SS; European Research Council Funding Programme
  7 (2007–2013, grant agreement number 648440) to JPB.'
article_number: e64543
article_processing_charge: No
article_type: original
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Srdjan
  full_name: Sarikas, Srdjan
  id: 35F0286E-F248-11E8-B48F-1D18A9856A87
  last_name: Sarikas
- first_name: Magdalena
  full_name: Steinrueck, Magdalena
  last_name: Steinrueck
- first_name: David
  full_name: Toledo-Aparicio, David
  last_name: Toledo-Aparicio
- 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
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
citation:
  ama: Lagator M, Sarikas S, Steinrueck M, et al. Predicting bacterial promoter function
    and evolution from random sequences. <i>eLife</i>. 2022;11. doi:<a href="https://doi.org/10.7554/eLife.64543">10.7554/eLife.64543</a>
  apa: Lagator, M., Sarikas, S., Steinrueck, M., Toledo-Aparicio, D., Bollback, J.
    P., Guet, C. C., &#38; Tkačik, G. (2022). Predicting bacterial promoter function
    and evolution from random sequences. <i>ELife</i>. eLife Sciences Publications.
    <a href="https://doi.org/10.7554/eLife.64543">https://doi.org/10.7554/eLife.64543</a>
  chicago: Lagator, Mato, Srdjan Sarikas, Magdalena Steinrueck, David Toledo-Aparicio,
    Jonathan P Bollback, Calin C Guet, and Gašper Tkačik. “Predicting Bacterial Promoter
    Function and Evolution from Random Sequences.” <i>ELife</i>. eLife Sciences Publications,
    2022. <a href="https://doi.org/10.7554/eLife.64543">https://doi.org/10.7554/eLife.64543</a>.
  ieee: M. Lagator <i>et al.</i>, “Predicting bacterial promoter function and evolution
    from random sequences,” <i>eLife</i>, vol. 11. eLife Sciences Publications, 2022.
  ista: Lagator M, Sarikas S, Steinrueck M, Toledo-Aparicio D, Bollback JP, Guet CC,
    Tkačik G. 2022. Predicting bacterial promoter function and evolution from random
    sequences. eLife. 11, e64543.
  mla: Lagator, Mato, et al. “Predicting Bacterial Promoter Function and Evolution
    from Random Sequences.” <i>ELife</i>, vol. 11, e64543, eLife Sciences Publications,
    2022, doi:<a href="https://doi.org/10.7554/eLife.64543">10.7554/eLife.64543</a>.
  short: M. Lagator, S. Sarikas, M. Steinrueck, D. Toledo-Aparicio, J.P. Bollback,
    C.C. Guet, G. Tkačik, ELife 11 (2022).
date_created: 2022-02-06T23:01:32Z
date_published: 2022-01-26T00:00:00Z
date_updated: 2023-08-02T14:09:02Z
day: '26'
ddc:
- '576'
department:
- _id: CaGu
- _id: GaTk
- _id: NiBa
doi: 10.7554/eLife.64543
ec_funded: 1
external_id:
  isi:
  - '000751104400001'
  pmid:
  - '35080492'
file:
- access_level: open_access
  checksum: decdcdf600ff51e9a9703b49ca114170
  content_type: application/pdf
  creator: cchlebak
  date_created: 2022-02-07T07:14:09Z
  date_updated: 2022-02-07T07:14:09Z
  file_id: '10739'
  file_name: 2022_ELife_Lagator.pdf
  file_size: 5604343
  relation: main_file
  success: 1
file_date_updated: 2022-02-07T07:14:09Z
has_accepted_license: '1'
intvolume: '        11'
isi: 1
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 2578D616-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '648440'
  name: Selective Barriers to Horizontal Gene Transfer
publication: eLife
publication_identifier:
  eissn:
  - 2050-084X
publication_status: published
publisher: eLife Sciences Publications
quality_controlled: '1'
scopus_import: '1'
status: public
title: Predicting bacterial promoter function and evolution from random sequences
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: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 11
year: '2022'
...
---
_id: '9410'
abstract:
- lang: eng
  text: Antibiotic concentrations vary dramatically in the body and the environment.
    Hence, understanding the dynamics of resistance evolution along antibiotic concentration
    gradients is critical for predicting and slowing the emergence and spread of resistance.
    While it has been shown that increasing the concentration of an antibiotic slows
    resistance evolution, how adaptation to one antibiotic concentration correlates
    with fitness at other points along the gradient has not received much attention.
    Here, we selected populations of Escherichia coli at several points along a concentration
    gradient for three different antibiotics, asking how rapidly resistance evolved
    and whether populations became specialized to the antibiotic concentration they
    were selected on. Populations selected at higher concentrations evolved resistance
    more slowly but exhibited equal or higher fitness across the whole gradient. Populations
    selected at lower concentrations evolved resistance rapidly, but overall fitness
    in the presence of antibiotics was lower. However, these populations readily adapted
    to higher concentrations upon subsequent selection. Our results indicate that
    resistance management strategies must account not only for the rates of resistance
    evolution but also for the fitness of evolved strains.
acknowledgement: We would like to thank Martin Ackermann, Camilo Barbosa, Nick Barton,
  Jonathan Bollback, Sebastian Bonhoeffer, Nick Colegrave, Calin Guet, Alex Hall,
  Sally Otto, Tiago Paixao, Srdjan Sarikas, Hinrich Schulenburg, Marjon de Vos and
  Michael Whitlock for insightful support.
article_number: '20200913'
article_processing_charge: No
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Hildegard
  full_name: Uecker, Hildegard
  id: 2DB8F68A-F248-11E8-B48F-1D18A9856A87
  last_name: Uecker
  orcid: 0000-0001-9435-2813
- first_name: Paul
  full_name: Neve, Paul
  last_name: Neve
citation:
  ama: Lagator M, Uecker H, Neve P. Adaptation at different points along antibiotic
    concentration gradients. <i>Biology letters</i>. 2021;17(5). doi:<a href="https://doi.org/10.1098/rsbl.2020.0913">10.1098/rsbl.2020.0913</a>
  apa: Lagator, M., Uecker, H., &#38; Neve, P. (2021). Adaptation at different points
    along antibiotic concentration gradients. <i>Biology Letters</i>. Royal Society
    of London. <a href="https://doi.org/10.1098/rsbl.2020.0913">https://doi.org/10.1098/rsbl.2020.0913</a>
  chicago: Lagator, Mato, Hildegard Uecker, and Paul Neve. “Adaptation at Different
    Points along Antibiotic Concentration Gradients.” <i>Biology Letters</i>. Royal
    Society of London, 2021. <a href="https://doi.org/10.1098/rsbl.2020.0913">https://doi.org/10.1098/rsbl.2020.0913</a>.
  ieee: M. Lagator, H. Uecker, and P. Neve, “Adaptation at different points along
    antibiotic concentration gradients,” <i>Biology letters</i>, vol. 17, no. 5. Royal
    Society of London, 2021.
  ista: Lagator M, Uecker H, Neve P. 2021. Adaptation at different points along antibiotic
    concentration gradients. Biology letters. 17(5), 20200913.
  mla: Lagator, Mato, et al. “Adaptation at Different Points along Antibiotic Concentration
    Gradients.” <i>Biology Letters</i>, vol. 17, no. 5, 20200913, Royal Society of
    London, 2021, doi:<a href="https://doi.org/10.1098/rsbl.2020.0913">10.1098/rsbl.2020.0913</a>.
  short: M. Lagator, H. Uecker, P. Neve, Biology Letters 17 (2021).
date_created: 2021-05-23T22:01:43Z
date_published: 2021-05-12T00:00:00Z
date_updated: 2025-05-28T11:42:50Z
day: '12'
ddc:
- '570'
department:
- _id: NiBa
doi: 10.1098/rsbl.2020.0913
ec_funded: 1
external_id:
  isi:
  - '000651501400001'
  pmid:
  - ' 33975485'
file:
- access_level: open_access
  checksum: 9c13c1f5af7609c97c741f11d293188a
  content_type: application/pdf
  creator: kschuh
  date_created: 2021-05-25T14:09:03Z
  date_updated: 2021-05-25T14:09:03Z
  file_id: '9425'
  file_name: 2021_BiologyLetters_Lagator.pdf
  file_size: 726759
  relation: main_file
  success: 1
file_date_updated: 2021-05-25T14:09:03Z
has_accepted_license: '1'
intvolume: '        17'
isi: 1
issue: '5'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: Biology letters
publication_identifier:
  eissn:
  - 1744957X
publication_status: published
publisher: Royal Society of London
quality_controlled: '1'
scopus_import: '1'
status: public
title: Adaptation at different points along antibiotic concentration gradients
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: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 17
year: '2021'
...
---
_id: '67'
abstract:
- lang: eng
  text: 'Gene regulatory networks evolve through rewiring of individual components—that
    is, through changes in regulatory connections. However, the mechanistic basis
    of regulatory rewiring is poorly understood. Using a canonical gene regulatory
    system, we quantify the properties of transcription factors that determine the
    evolutionary potential for rewiring of regulatory connections: robustness, tunability
    and evolvability. In vivo repression measurements of two repressors at mutated
    operator sites reveal their contrasting evolutionary potential: while robustness
    and evolvability were positively correlated, both were in trade-off with tunability.
    Epistatic interactions between adjacent operators alleviated this trade-off. A
    thermodynamic model explains how the differences in robustness, tunability and
    evolvability arise from biophysical characteristics of repressor–DNA binding.
    The model also uncovers that the energy matrix, which describes how mutations
    affect repressor–DNA binding, encodes crucial information about the evolutionary
    potential of a repressor. The biophysical determinants of evolutionary potential
    for regulatory rewiring constitute a mechanistic framework for understanding network
    evolution.'
article_processing_charge: No
article_type: original
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. Evolutionary potential
    of transcription factors for gene regulatory rewiring. <i>Nature Ecology and Evolution</i>.
    2018;2(10):1633-1643. doi:<a href="https://doi.org/10.1038/s41559-018-0651-y">10.1038/s41559-018-0651-y</a>
  apa: Igler, C., Lagator, M., Tkačik, G., Bollback, J. P., &#38; Guet, C. C. (2018).
    Evolutionary potential of transcription factors for gene regulatory rewiring.
    <i>Nature Ecology and Evolution</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/s41559-018-0651-y">https://doi.org/10.1038/s41559-018-0651-y</a>
  chicago: Igler, Claudia, Mato Lagator, Gašper Tkačik, Jonathan P Bollback, and Calin
    C Guet. “Evolutionary Potential of Transcription Factors for Gene Regulatory Rewiring.”
    <i>Nature Ecology and Evolution</i>. Nature Publishing Group, 2018. <a href="https://doi.org/10.1038/s41559-018-0651-y">https://doi.org/10.1038/s41559-018-0651-y</a>.
  ieee: C. Igler, M. Lagator, G. Tkačik, J. P. Bollback, and C. C. Guet, “Evolutionary
    potential of transcription factors for gene regulatory rewiring,” <i>Nature Ecology
    and Evolution</i>, vol. 2, no. 10. Nature Publishing Group, pp. 1633–1643, 2018.
  ista: Igler C, Lagator M, Tkačik G, Bollback JP, Guet CC. 2018. Evolutionary potential
    of transcription factors for gene regulatory rewiring. Nature Ecology and Evolution.
    2(10), 1633–1643.
  mla: Igler, Claudia, et al. “Evolutionary Potential of Transcription Factors for
    Gene Regulatory Rewiring.” <i>Nature Ecology and Evolution</i>, vol. 2, no. 10,
    Nature Publishing Group, 2018, pp. 1633–43, doi:<a href="https://doi.org/10.1038/s41559-018-0651-y">10.1038/s41559-018-0651-y</a>.
  short: C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, Nature Ecology
    and Evolution 2 (2018) 1633–1643.
date_created: 2018-12-11T11:44:27Z
date_published: 2018-09-10T00:00:00Z
date_updated: 2024-03-25T23:30:27Z
day: '10'
ddc:
- '570'
department:
- _id: CaGu
- _id: GaTk
- _id: JoBo
doi: 10.1038/s41559-018-0651-y
ec_funded: 1
external_id:
  isi:
  - '000447947600021'
file:
- access_level: open_access
  checksum: 383a2e2c944a856e2e821ec8e7bf71b6
  content_type: application/pdf
  creator: dernst
  date_created: 2020-05-14T11:28:52Z
  date_updated: 2020-07-14T12:47:37Z
  file_id: '7830'
  file_name: 2018_NatureEcology_Igler.pdf
  file_size: 1135973
  relation: main_file
file_date_updated: 2020-07-14T12:47:37Z
has_accepted_license: '1'
intvolume: '         2'
isi: 1
issue: '10'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
page: 1633 - 1643
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 2578D616-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '648440'
  name: Selective Barriers to Horizontal Gene Transfer
- _id: 251EE76E-B435-11E9-9278-68D0E5697425
  grant_number: '24573'
  name: Design principles underlying genetic switch architecture (DOC Fellowship)
publication: Nature Ecology and Evolution
publication_status: published
publisher: Nature Publishing Group
publist_id: '7987'
quality_controlled: '1'
related_material:
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  - id: '5585'
    relation: popular_science
    status: public
  - id: '6371'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Evolutionary potential of transcription factors for gene regulatory rewiring
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 2
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:<a
    href="https://doi.org/10.15479/AT:ISTA:108">10.15479/AT:ISTA:108</a>
  apa: Igler, C., Lagator, M., Tkačik, G., Bollback, J. P., &#38; Guet, C. C. (2018).
    Data for the paper Evolutionary potential of transcription factors for gene regulatory
    rewiring. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:108">https://doi.org/10.15479/AT:ISTA:108</a>
  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.
    <a href="https://doi.org/10.15479/AT:ISTA:108">https://doi.org/10.15479/AT:ISTA:108</a>.
  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, <a href="https://doi.org/10.15479/AT:ISTA:108">10.15479/AT:ISTA:108</a>.
  mla: Igler, Claudia, et al. <i>Data for the Paper Evolutionary Potential of Transcription
    Factors for Gene Regulatory Rewiring</i>. Institute of Science and Technology
    Austria, 2018, doi:<a href="https://doi.org/10.15479/AT:ISTA:108">10.15479/AT:ISTA:108</a>.
  short: C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, (2018).
datarep_id: '108'
date_created: 2018-12-12T12:31:40Z
date_published: 2018-07-20T00:00:00Z
date_updated: 2024-03-25T23:30:27Z
day: '20'
ddc:
- '576'
department:
- _id: CaGu
- _id: GaTk
doi: 10.15479/AT:ISTA:108
ec_funded: 1
file:
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  date_created: 2018-12-12T13:02:45Z
  date_updated: 2020-07-14T12:47:07Z
  file_id: '5611'
  file_name: IST-2018-108-v1+1_data_figures.xlsx
  file_size: 16507
  relation: main_file
file_date_updated: 2020-07-14T12:47:07Z
has_accepted_license: '1'
license: https://creativecommons.org/publicdomain/zero/1.0/
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 2578D616-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '648440'
  name: Selective Barriers to Horizontal Gene Transfer
- _id: 251EE76E-B435-11E9-9278-68D0E5697425
  grant_number: '24573'
  name: Design principles underlying genetic switch architecture (DOC Fellowship)
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '67'
    relation: research_paper
    status: public
  - id: '6371'
    relation: research_paper
    status: public
status: public
title: Data for the paper Evolutionary potential of transcription factors for gene
  regulatory rewiring
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: '570'
abstract:
- lang: eng
  text: 'Most phenotypes are determined by molecular systems composed of specifically
    interacting molecules. However, unlike for individual components, little is known
    about the distributions of mutational effects of molecular systems as a whole.
    We ask how the distribution of mutational effects of a transcriptional regulatory
    system differs from the distributions of its components, by first independently,
    and then simultaneously, mutating a transcription factor and the associated promoter
    it represses. We find that the system distribution exhibits increased phenotypic
    variation compared to individual component distributions - an effect arising from
    intermolecular epistasis between the transcription factor and its DNA-binding
    site. In large part, this epistasis can be qualitatively attributed to the structure
    of the transcriptional regulatory system and could therefore be a common feature
    in prokaryotes. Counter-intuitively, intermolecular epistasis can alleviate the
    constraints of individual components, thereby increasing phenotypic variation
    that selection could act on and facilitating adaptive evolution. '
article_number: e28921
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Srdjan
  full_name: Sarikas, Srdjan
  id: 35F0286E-F248-11E8-B48F-1D18A9856A87
  last_name: Sarikas
- first_name: Hande
  full_name: Acar, Hande
  id: 2DDF136A-F248-11E8-B48F-1D18A9856A87
  last_name: Acar
  orcid: 0000-0003-1986-9753
- 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: Lagator M, Sarikas S, Acar H, Bollback JP, Guet CC. Regulatory network structure
    determines patterns of intermolecular epistasis. <i>eLife</i>. 2017;6. doi:<a
    href="https://doi.org/10.7554/eLife.28921">10.7554/eLife.28921</a>
  apa: Lagator, M., Sarikas, S., Acar, H., Bollback, J. P., &#38; Guet, C. C. (2017).
    Regulatory network structure determines patterns of intermolecular epistasis.
    <i>ELife</i>. eLife Sciences Publications. <a href="https://doi.org/10.7554/eLife.28921">https://doi.org/10.7554/eLife.28921</a>
  chicago: Lagator, Mato, Srdjan Sarikas, Hande Acar, Jonathan P Bollback, and Calin
    C Guet. “Regulatory Network Structure Determines Patterns of Intermolecular Epistasis.”
    <i>ELife</i>. eLife Sciences Publications, 2017. <a href="https://doi.org/10.7554/eLife.28921">https://doi.org/10.7554/eLife.28921</a>.
  ieee: M. Lagator, S. Sarikas, H. Acar, J. P. Bollback, and C. C. Guet, “Regulatory
    network structure determines patterns of intermolecular epistasis,” <i>eLife</i>,
    vol. 6. eLife Sciences Publications, 2017.
  ista: Lagator M, Sarikas S, Acar H, Bollback JP, Guet CC. 2017. Regulatory network
    structure determines patterns of intermolecular epistasis. eLife. 6, e28921.
  mla: Lagator, Mato, et al. “Regulatory Network Structure Determines Patterns of
    Intermolecular Epistasis.” <i>ELife</i>, vol. 6, e28921, eLife Sciences Publications,
    2017, doi:<a href="https://doi.org/10.7554/eLife.28921">10.7554/eLife.28921</a>.
  short: M. Lagator, S. Sarikas, H. Acar, J.P. Bollback, C.C. Guet, ELife 6 (2017).
date_created: 2018-12-11T11:47:14Z
date_published: 2017-11-13T00:00:00Z
date_updated: 2021-01-12T08:03:15Z
day: '13'
ddc:
- '576'
department:
- _id: CaGu
- _id: JoBo
- _id: NiBa
doi: 10.7554/eLife.28921
ec_funded: 1
file:
- access_level: open_access
  checksum: 273ab17f33305e4eaafd911ff88e7c5b
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:42Z
  date_updated: 2020-07-14T12:47:10Z
  file_id: '5096'
  file_name: IST-2017-918-v1+1_elife-28921-figures-v3.pdf
  file_size: 8453470
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  date_created: 2018-12-12T10:14:43Z
  date_updated: 2020-07-14T12:47:10Z
  file_id: '5097'
  file_name: IST-2017-918-v1+2_elife-28921-v3.pdf
  file_size: 1953221
  relation: main_file
file_date_updated: 2020-07-14T12:47:10Z
has_accepted_license: '1'
intvolume: '         6'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 2578D616-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '648440'
  name: Selective Barriers to Horizontal Gene Transfer
publication: eLife
publication_identifier:
  issn:
  - 2050084X
publication_status: published
publisher: eLife Sciences Publications
publist_id: '7244'
pubrep_id: '918'
quality_controlled: '1'
scopus_import: 1
status: public
title: Regulatory network structure determines patterns of intermolecular epistasis
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: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 6
year: '2017'
...
---
_id: '954'
abstract:
- lang: eng
  text: Understanding the relation between genotype and phenotype remains a major
    challenge. The difficulty of predicting individual mutation effects, and particularly
    the interactions between them, has prevented the development of a comprehensive
    theory that links genotypic changes to their phenotypic effects. We show that
    a general thermodynamic framework for gene regulation, based on a biophysical
    understanding of protein-DNA binding, accurately predicts the sign of epistasis
    in a canonical cis-regulatory element consisting of overlapping RNA polymerase
    and repressor binding sites. Sign and magnitude of individual mutation effects
    are sufficient to predict the sign of epistasis and its environmental dependence.
    Thus, the thermodynamic model offers the correct null prediction for epistasis
    between mutations across DNA-binding sites. Our results indicate that a predictive
    theory for the effects of cis-regulatory mutations is possible from first principles,
    as long as the essential molecular mechanisms and the constraints these impose
    on a biological system are accounted for.
article_number: e25192
article_processing_charge: Yes
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- 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: Lagator M, Paixao T, Barton NH, Bollback JP, Guet CC. On the mechanistic nature
    of epistasis in a canonical cis-regulatory element. <i>eLife</i>. 2017;6. doi:<a
    href="https://doi.org/10.7554/eLife.25192">10.7554/eLife.25192</a>
  apa: Lagator, M., Paixao, T., Barton, N. H., Bollback, J. P., &#38; Guet, C. C.
    (2017). On the mechanistic nature of epistasis in a canonical cis-regulatory element.
    <i>ELife</i>. eLife Sciences Publications. <a href="https://doi.org/10.7554/eLife.25192">https://doi.org/10.7554/eLife.25192</a>
  chicago: Lagator, Mato, Tiago Paixao, Nicholas H Barton, Jonathan P Bollback, and
    Calin C Guet. “On the Mechanistic Nature of Epistasis in a Canonical Cis-Regulatory
    Element.” <i>ELife</i>. eLife Sciences Publications, 2017. <a href="https://doi.org/10.7554/eLife.25192">https://doi.org/10.7554/eLife.25192</a>.
  ieee: M. Lagator, T. Paixao, N. H. Barton, J. P. Bollback, and C. C. Guet, “On the
    mechanistic nature of epistasis in a canonical cis-regulatory element,” <i>eLife</i>,
    vol. 6. eLife Sciences Publications, 2017.
  ista: Lagator M, Paixao T, Barton NH, Bollback JP, Guet CC. 2017. On the mechanistic
    nature of epistasis in a canonical cis-regulatory element. eLife. 6, e25192.
  mla: Lagator, Mato, et al. “On the Mechanistic Nature of Epistasis in a Canonical
    Cis-Regulatory Element.” <i>ELife</i>, vol. 6, e25192, eLife Sciences Publications,
    2017, doi:<a href="https://doi.org/10.7554/eLife.25192">10.7554/eLife.25192</a>.
  short: M. Lagator, T. Paixao, N.H. Barton, J.P. Bollback, C.C. Guet, ELife 6 (2017).
date_created: 2018-12-11T11:49:23Z
date_published: 2017-05-18T00:00:00Z
date_updated: 2023-09-22T10:01:17Z
day: '18'
ddc:
- '576'
department:
- _id: CaGu
- _id: NiBa
- _id: JoBo
doi: 10.7554/eLife.25192
ec_funded: 1
external_id:
  isi:
  - '000404024800001'
file:
- access_level: open_access
  checksum: 59cdd4400fb41280122d414fea971546
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:17:49Z
  date_updated: 2020-07-14T12:48:16Z
  file_id: '5306'
  file_name: IST-2017-841-v1+1_elife-25192-v2.pdf
  file_size: 2441529
  relation: main_file
- access_level: open_access
  checksum: b69024880558b858eb8c5d47a92b6377
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:17:50Z
  date_updated: 2020-07-14T12:48:16Z
  file_id: '5307'
  file_name: IST-2017-841-v1+2_elife-25192-figures-v2.pdf
  file_size: 3752660
  relation: main_file
file_date_updated: 2020-07-14T12:48:16Z
has_accepted_license: '1'
intvolume: '         6'
isi: 1
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
project:
- _id: 25B1EC9E-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '618091'
  name: Speed of Adaptation in Population Genetics and Evolutionary Computation
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 2578D616-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '648440'
  name: Selective Barriers to Horizontal Gene Transfer
publication: eLife
publication_identifier:
  issn:
  - 2050084X
publication_status: published
publisher: eLife Sciences Publications
publist_id: '6460'
pubrep_id: '841'
quality_controlled: '1'
scopus_import: '1'
status: public
title: On the mechanistic nature of epistasis in a canonical cis-regulatory element
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: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 6
year: '2017'
...
---
_id: '1427'
abstract:
- lang: eng
  text: Changes in gene expression are an important mode of evolution; however, the
    proximate mechanism of these changes is poorly understood. In particular, little
    is known about the effects of mutations within cis binding sites for transcription
    factors, or the nature of epistatic interactions between these mutations. Here,
    we tested the effects of single and double mutants in two cis binding sites involved
    in the transcriptional regulation of the Escherichia coli araBAD operon, a component
    of arabinose metabolism, using a synthetic system. This system decouples transcriptional
    control from any posttranslational effects on fitness, allowing a precise estimate
    of the effect of single and double mutations, and hence epistasis, on gene expression.
    We found that epistatic interactions between mutations in the araBAD cis-regulatory
    element are common, and that the predominant form of epistasis is negative. The
    magnitude of the interactions depended on whether the mutations are located in
    the same or in different operator sites. Importantly, these epistatic interactions
    were dependent on the presence of arabinose, a native inducer of the araBAD operon
    in vivo, with some interactions changing in sign (e.g., from negative to positive)
    in its presence. This study thus reveals that mutations in even relatively simple
    cis-regulatory elements interact in complex ways such that selection on the level
    of gene expression in one environment might perturb regulation in the other environment
    in an unpredictable and uncorrelated manner.
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Claudia
  full_name: Igler, Claudia
  id: 46613666-F248-11E8-B48F-1D18A9856A87
  last_name: Igler
- first_name: Anaisa
  full_name: Moreno, Anaisa
  last_name: Moreno
- first_name: Calin C
  full_name: Guet, Calin C
  id: 47F8433E-F248-11E8-B48F-1D18A9856A87
  last_name: Guet
  orcid: 0000-0001-6220-2052
- first_name: Jonathan P
  full_name: Bollback, Jonathan P
  id: 2C6FA9CC-F248-11E8-B48F-1D18A9856A87
  last_name: Bollback
  orcid: 0000-0002-4624-4612
citation:
  ama: Lagator M, Igler C, Moreno A, Guet CC, Bollback JP. Epistatic interactions
    in the arabinose cis-regulatory element. <i>Molecular Biology and Evolution</i>.
    2016;33(3):761-769. doi:<a href="https://doi.org/10.1093/molbev/msv269">10.1093/molbev/msv269</a>
  apa: Lagator, M., Igler, C., Moreno, A., Guet, C. C., &#38; Bollback, J. P. (2016).
    Epistatic interactions in the arabinose cis-regulatory element. <i>Molecular Biology
    and Evolution</i>. Oxford University Press. <a href="https://doi.org/10.1093/molbev/msv269">https://doi.org/10.1093/molbev/msv269</a>
  chicago: Lagator, Mato, Claudia Igler, Anaisa Moreno, Calin C Guet, and Jonathan
    P Bollback. “Epistatic Interactions in the Arabinose Cis-Regulatory Element.”
    <i>Molecular Biology and Evolution</i>. Oxford University Press, 2016. <a href="https://doi.org/10.1093/molbev/msv269">https://doi.org/10.1093/molbev/msv269</a>.
  ieee: M. Lagator, C. Igler, A. Moreno, C. C. Guet, and J. P. Bollback, “Epistatic
    interactions in the arabinose cis-regulatory element,” <i>Molecular Biology and
    Evolution</i>, vol. 33, no. 3. Oxford University Press, pp. 761–769, 2016.
  ista: Lagator M, Igler C, Moreno A, Guet CC, Bollback JP. 2016. Epistatic interactions
    in the arabinose cis-regulatory element. Molecular Biology and Evolution. 33(3),
    761–769.
  mla: Lagator, Mato, et al. “Epistatic Interactions in the Arabinose Cis-Regulatory
    Element.” <i>Molecular Biology and Evolution</i>, vol. 33, no. 3, Oxford University
    Press, 2016, pp. 761–69, doi:<a href="https://doi.org/10.1093/molbev/msv269">10.1093/molbev/msv269</a>.
  short: M. Lagator, C. Igler, A. Moreno, C.C. Guet, J.P. Bollback, Molecular Biology
    and Evolution 33 (2016) 761–769.
date_created: 2018-12-11T11:51:57Z
date_published: 2016-03-01T00:00:00Z
date_updated: 2021-01-12T06:50:39Z
day: '01'
ddc:
- '570'
- '576'
department:
- _id: CaGu
- _id: JoBo
doi: 10.1093/molbev/msv269
ec_funded: 1
file:
- access_level: open_access
  checksum: 1f456ce1d2aa2f67176a1709f9702ecf
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:09:27Z
  date_updated: 2020-07-14T12:44:53Z
  file_id: '4751'
  file_name: IST-2016-588-v1+1_Mol_Biol_Evol-2016-Lagator-761-9.pdf
  file_size: 648115
  relation: main_file
file_date_updated: 2020-07-14T12:44:53Z
has_accepted_license: '1'
intvolume: '        33'
issue: '3'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: 761 - 769
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Molecular Biology and Evolution
publication_status: published
publisher: Oxford University Press
publist_id: '5772'
pubrep_id: '588'
quality_controlled: '1'
scopus_import: 1
status: public
title: Epistatic interactions in the arabinose cis-regulatory element
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: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 33
year: '2016'
...
---
_id: '2036'
abstract:
- lang: eng
  text: ' In rapidly changing environments, selection history may impact the dynamics
    of adaptation. Mutations selected in one environment may result in pleiotropic
    fitness trade-offs in subsequent novel environments, slowing the rates of adaptation.
    Epistatic interactions between mutations selected in sequential stressful environments
    may slow or accelerate subsequent rates of adaptation, depending on the nature
    of that interaction. We explored the dynamics of adaptation during sequential
    exposure to herbicides with different modes of action in Chlamydomonas reinhardtii.
    Evolution of resistance to two of the herbicides was largely independent of selection
    history. For carbetamide, previous adaptation to other herbicide modes of action
    positively impacted the likelihood of adaptation to this herbicide. Furthermore,
    while adaptation to all individual herbicides was associated with pleiotropic
    fitness costs in stress-free environments, we observed that accumulation of resistance
    mechanisms was accompanied by a reduction in overall fitness costs. We suggest
    that antagonistic epistasis may be a driving mechanism that enables populations
    to more readily adapt in novel environments. These findings highlight the potential
    for sequences of xenobiotics to facilitate the rapid evolution of multiple-drug
    and -pesticide resistance, as well as the potential for epistatic interactions
    between adaptive mutations to facilitate evolutionary rescue in rapidly changing
    environments. '
acknowledgement: The project was supported by Leverhulme Trust.
article_number: '20141679'
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Nick
  full_name: Colegrave, Nick
  last_name: Colegrave
- first_name: Paul
  full_name: Neve, Paul
  last_name: Neve
citation:
  ama: Lagator M, Colegrave N, Neve P. Selection history and epistatic interactions
    impact dynamics of adaptation to novel environmental stresses. <i>Proceedings
    of the Royal Society of London Series B Biological Sciences</i>. 2014;281(1794).
    doi:<a href="https://doi.org/10.1098/rspb.2014.1679">10.1098/rspb.2014.1679</a>
  apa: Lagator, M., Colegrave, N., &#38; Neve, P. (2014). Selection history and epistatic
    interactions impact dynamics of adaptation to novel environmental stresses. <i>Proceedings
    of the Royal Society of London Series B Biological Sciences</i>. Royal Society,
    The. <a href="https://doi.org/10.1098/rspb.2014.1679">https://doi.org/10.1098/rspb.2014.1679</a>
  chicago: Lagator, Mato, Nick Colegrave, and Paul Neve. “Selection History and Epistatic
    Interactions Impact Dynamics of Adaptation to Novel Environmental Stresses.” <i>Proceedings
    of the Royal Society of London Series B Biological Sciences</i>. Royal Society,
    The, 2014. <a href="https://doi.org/10.1098/rspb.2014.1679">https://doi.org/10.1098/rspb.2014.1679</a>.
  ieee: M. Lagator, N. Colegrave, and P. Neve, “Selection history and epistatic interactions
    impact dynamics of adaptation to novel environmental stresses,” <i>Proceedings
    of the Royal Society of London Series B Biological Sciences</i>, vol. 281, no.
    1794. Royal Society, The, 2014.
  ista: Lagator M, Colegrave N, Neve P. 2014. Selection history and epistatic interactions
    impact dynamics of adaptation to novel environmental stresses. Proceedings of
    the Royal Society of London Series B Biological Sciences. 281(1794), 20141679.
  mla: Lagator, Mato, et al. “Selection History and Epistatic Interactions Impact
    Dynamics of Adaptation to Novel Environmental Stresses.” <i>Proceedings of the
    Royal Society of London Series B Biological Sciences</i>, vol. 281, no. 1794,
    20141679, Royal Society, The, 2014, doi:<a href="https://doi.org/10.1098/rspb.2014.1679">10.1098/rspb.2014.1679</a>.
  short: M. Lagator, N. Colegrave, P. Neve, Proceedings of the Royal Society of London
    Series B Biological Sciences 281 (2014).
date_created: 2018-12-11T11:55:21Z
date_published: 2014-09-17T00:00:00Z
date_updated: 2023-02-23T14:06:44Z
day: '17'
department:
- _id: CaGu
doi: 10.1098/rspb.2014.1679
intvolume: '       281'
issue: '1794'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4211454/
month: '09'
oa: 1
oa_version: Submitted Version
publication: Proceedings of the Royal Society of London Series B Biological Sciences
publication_status: published
publisher: Royal Society, The
publist_id: '5019'
quality_controlled: '1'
related_material:
  record:
  - id: '9741'
    relation: research_data
    status: public
scopus_import: 1
status: public
title: Selection history and epistatic interactions impact dynamics of adaptation
  to novel environmental stresses
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 281
year: '2014'
...
---
_id: '2083'
abstract:
- lang: eng
  text: Understanding the effects of sex and migration on adaptation to novel environments
    remains a key problem in evolutionary biology. Using a single-cell alga Chlamydomonas
    reinhardtii, we investigated how sex and migration affected rates of evolutionary
    rescue in a sink environment, and subsequent changes in fitness following evolutionary
    rescue. We show that sex and migration affect both the rate of evolutionary rescue
    and subsequent adaptation. However, their combined effects change as the populations
    adapt to a sink habitat. Both sex and migration independently increased rates
    of evolutionary rescue, but the effect of sex on subsequent fitness improvements,
    following initial rescue, changed with migration, as sex was beneficial in the
    absence of migration but constraining adaptation when combined with migration.
    These results suggest that sex and migration are beneficial during the initial
    stages of adaptation, but can become detrimental as the population adapts to its
    environment.
acknowledgement: The authors are grateful to the Leverhulme Trust (F/00 215/AW) for
  funding this work.
article_processing_charge: No
article_type: original
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Andrew
  full_name: Morgan, Andrew
  last_name: Morgan
- first_name: Paul
  full_name: Neve, Paul
  last_name: Neve
- first_name: Nick
  full_name: Colegrave, Nick
  last_name: Colegrave
citation:
  ama: Lagator M, Morgan A, Neve P, Colegrave N. Role of sex and migration in adaptation
    to sink environments. <i>Evolution</i>. 2014;68(8):2296-2305. doi:<a href="https://doi.org/10.1111/evo.12440">10.1111/evo.12440</a>
  apa: Lagator, M., Morgan, A., Neve, P., &#38; Colegrave, N. (2014). Role of sex
    and migration in adaptation to sink environments. <i>Evolution</i>. Wiley. <a
    href="https://doi.org/10.1111/evo.12440">https://doi.org/10.1111/evo.12440</a>
  chicago: Lagator, Mato, Andrew Morgan, Paul Neve, and Nick Colegrave. “Role of Sex
    and Migration in Adaptation to Sink Environments.” <i>Evolution</i>. Wiley, 2014.
    <a href="https://doi.org/10.1111/evo.12440">https://doi.org/10.1111/evo.12440</a>.
  ieee: M. Lagator, A. Morgan, P. Neve, and N. Colegrave, “Role of sex and migration
    in adaptation to sink environments,” <i>Evolution</i>, vol. 68, no. 8. Wiley,
    pp. 2296–2305, 2014.
  ista: Lagator M, Morgan A, Neve P, Colegrave N. 2014. Role of sex and migration
    in adaptation to sink environments. Evolution. 68(8), 2296–2305.
  mla: Lagator, Mato, et al. “Role of Sex and Migration in Adaptation to Sink Environments.”
    <i>Evolution</i>, vol. 68, no. 8, Wiley, 2014, pp. 2296–305, doi:<a href="https://doi.org/10.1111/evo.12440">10.1111/evo.12440</a>.
  short: M. Lagator, A. Morgan, P. Neve, N. Colegrave, Evolution 68 (2014) 2296–2305.
date_created: 2018-12-11T11:55:36Z
date_published: 2014-04-25T00:00:00Z
date_updated: 2023-02-23T14:06:51Z
day: '25'
ddc:
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department:
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doi: 10.1111/evo.12440
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intvolume: '        68'
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language:
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page: 2296 - 2305
publication: Evolution
publication_status: published
publisher: Wiley
publist_id: '4954'
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related_material:
  record:
  - id: '9747'
    relation: research_data
    status: public
scopus_import: 1
status: public
title: Role of sex and migration in adaptation to sink environments
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 68
year: '2014'
...
---
_id: '9741'
abstract:
- lang: eng
  text: In rapidly changing environments, selection history may impact the dynamics
    of adaptation. Mutations selected in one environment may result in pleiotropic
    fitness trade-offs in subsequent novel environments, slowing the rates of adaptation.
    Epistatic interactions between mutations selected in sequential stressful environments
    may slow or accelerate subsequent rates of adaptation, depending on the nature
    of that interaction. We explored the dynamics of adaptation during sequential
    exposure to herbicides with different modes of action in Chlamydomonas reinhardtii.
    Evolution of resistance to two of the herbicides was largely independent of selection
    history. For carbetamide, previous adaptation to other herbicide modes of action
    positively impacted the likelihood of adaptation to this herbicide. Furthermore,
    while adaptation to all individual herbicides was associated with pleiotropic
    fitness costs in stress-free environments, we observed that accumulation of resistance
    mechanisms was accompanied by a reduction in overall fitness costs. We suggest
    that antagonistic epistasis may be a driving mechanism that enables populations
    to more readily adapt in novel environments. These findings highlight the potential
    for sequences of xenobiotics to facilitate the rapid evolution of multiple-drug
    and -pesticide resistance, as well as the potential for epistatic interactions
    between adaptive mutations to facilitate evolutionary rescue in rapidly changing
    environments.
article_processing_charge: No
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Nick
  full_name: Colegrave, Nick
  last_name: Colegrave
- first_name: Paul
  full_name: Neve, Paul
  last_name: Neve
citation:
  ama: 'Lagator M, Colegrave N, Neve P. Data from: Selection history and epistatic
    interactions impact dynamics of adaptation to novel environmental stresses. 2014.
    doi:<a href="https://doi.org/10.5061/dryad.85dn7">10.5061/dryad.85dn7</a>'
  apa: 'Lagator, M., Colegrave, N., &#38; Neve, P. (2014). Data from: Selection history
    and epistatic interactions impact dynamics of adaptation to novel environmental
    stresses. Dryad. <a href="https://doi.org/10.5061/dryad.85dn7">https://doi.org/10.5061/dryad.85dn7</a>'
  chicago: 'Lagator, Mato, Nick Colegrave, and Paul Neve. “Data from: Selection History
    and Epistatic Interactions Impact Dynamics of Adaptation to Novel Environmental
    Stresses.” Dryad, 2014. <a href="https://doi.org/10.5061/dryad.85dn7">https://doi.org/10.5061/dryad.85dn7</a>.'
  ieee: 'M. Lagator, N. Colegrave, and P. Neve, “Data from: Selection history and
    epistatic interactions impact dynamics of adaptation to novel environmental stresses.”
    Dryad, 2014.'
  ista: 'Lagator M, Colegrave N, Neve P. 2014. Data from: Selection history and epistatic
    interactions impact dynamics of adaptation to novel environmental stresses, Dryad,
    <a href="https://doi.org/10.5061/dryad.85dn7">10.5061/dryad.85dn7</a>.'
  mla: 'Lagator, Mato, et al. <i>Data from: Selection History and Epistatic Interactions
    Impact Dynamics of Adaptation to Novel Environmental Stresses</i>. Dryad, 2014,
    doi:<a href="https://doi.org/10.5061/dryad.85dn7">10.5061/dryad.85dn7</a>.'
  short: M. Lagator, N. Colegrave, P. Neve, (2014).
date_created: 2021-07-28T08:48:06Z
date_published: 2014-08-21T00:00:00Z
date_updated: 2023-02-23T10:25:31Z
day: '21'
department:
- _id: CaGu
doi: 10.5061/dryad.85dn7
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.85dn7
month: '08'
oa: 1
oa_version: Published Version
publisher: Dryad
related_material:
  record:
  - id: '2036'
    relation: used_in_publication
    status: public
status: public
title: 'Data from: Selection history and epistatic interactions impact dynamics of
  adaptation to novel environmental stresses'
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2014'
...
---
_id: '9747'
abstract:
- lang: eng
  text: Understanding the effects of sex and migration on adaptation to novel environments
    remains a key problem in evolutionary biology. Using a single-cell alga Chlamydomonas
    reinhardtii, we investigated how sex and migration affected rates of evolutionary
    rescue in a sink environment, and subsequent changes in fitness following evolutionary
    rescue. We show that sex and migration affect both the rate of evolutionary rescue
    and subsequent adaptation. However, their combined effects change as the populations
    adapt to a sink habitat. Both sex and migration independently increased rates
    of evolutionary rescue, but the effect of sex on subsequent fitness improvements,
    following initial rescue, changed with migration, as sex was beneficial in the
    absence of migration but constraining adaptation when combined with migration.
    These results suggest that sex and migration are beneficial during the initial
    stages of adaptation, but can become detrimental as the population adapts to its
    environment.
article_processing_charge: No
author:
- first_name: Mato
  full_name: Lagator, Mato
  id: 345D25EC-F248-11E8-B48F-1D18A9856A87
  last_name: Lagator
- first_name: Andrew
  full_name: Morgan, Andrew
  last_name: Morgan
- first_name: Paul
  full_name: Neve, Paul
  last_name: Neve
- first_name: Nick
  full_name: Colegrave, Nick
  last_name: Colegrave
citation:
  ama: 'Lagator M, Morgan A, Neve P, Colegrave N. Data from: Role of sex and migration
    in adaptation to sink environments. 2014. doi:<a href="https://doi.org/10.5061/dryad.s42n1">10.5061/dryad.s42n1</a>'
  apa: 'Lagator, M., Morgan, A., Neve, P., &#38; Colegrave, N. (2014). Data from:
    Role of sex and migration in adaptation to sink environments. Dryad. <a href="https://doi.org/10.5061/dryad.s42n1">https://doi.org/10.5061/dryad.s42n1</a>'
  chicago: 'Lagator, Mato, Andrew Morgan, Paul Neve, and Nick Colegrave. “Data from:
    Role of Sex and Migration in Adaptation to Sink Environments.” Dryad, 2014. <a
    href="https://doi.org/10.5061/dryad.s42n1">https://doi.org/10.5061/dryad.s42n1</a>.'
  ieee: 'M. Lagator, A. Morgan, P. Neve, and N. Colegrave, “Data from: Role of sex
    and migration in adaptation to sink environments.” Dryad, 2014.'
  ista: 'Lagator M, Morgan A, Neve P, Colegrave N. 2014. Data from: Role of sex and
    migration in adaptation to sink environments, Dryad, <a href="https://doi.org/10.5061/dryad.s42n1">10.5061/dryad.s42n1</a>.'
  mla: 'Lagator, Mato, et al. <i>Data from: Role of Sex and Migration in Adaptation
    to Sink Environments</i>. Dryad, 2014, doi:<a href="https://doi.org/10.5061/dryad.s42n1">10.5061/dryad.s42n1</a>.'
  short: M. Lagator, A. Morgan, P. Neve, N. Colegrave, (2014).
date_created: 2021-07-28T15:32:55Z
date_published: 2014-04-17T00:00:00Z
date_updated: 2023-02-23T10:27:31Z
day: '17'
department:
- _id: CaGu
doi: 10.5061/dryad.s42n1
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.s42n1
month: '04'
oa: 1
oa_version: Published Version
publisher: Dryad
related_material:
  record:
  - id: '2083'
    relation: used_in_publication
    status: public
status: public
title: 'Data from: Role of sex and migration in adaptation to sink environments'
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2014'
...
