---
_id: '5749'
abstract:
- lang: eng
text: Parasitism creates selection for resistance mechanisms in host populations
and is hypothesized to promote increased host evolvability. However, the influence
of these traits on host evolution when parasites are no longer present is unclear.
We used experimental evolution and whole-genome sequencing of Escherichia coli
to determine the effects of past and present exposure to parasitic viruses (phages)
on the spread of mutator alleles, resistance, and bacterial competitive fitness.
We found that mutator alleles spread rapidly during adaptation to any of four
different phage species, and this pattern was even more pronounced with multiple
phages present simultaneously. However, hypermutability did not detectably accelerate
adaptation in the absence of phages and recovery of fitness costs associated with
resistance. Several lineages evolved phage resistance through elevated mucoidy,
and during subsequent evolution in phage-free conditions they rapidly reverted
to nonmucoid, phage-susceptible phenotypes. Genome sequencing revealed that this
phenotypic reversion was achieved by additional genetic changes rather than by
genotypic reversion of the initial resistance mutations. Insertion sequence (IS)
elements played a key role in both the acquisition of resistance and adaptation
in the absence of parasites; unlike single nucleotide polymorphisms, IS insertions
were not more frequent in mutator lineages. Our results provide a genetic explanation
for rapid reversion of mucoidy, a phenotype observed in other bacterial species
including human pathogens. Moreover, this demonstrates that the types of genetic
change underlying adaptation to fitness costs, and consequently the impact of
evolvability mechanisms such as increased point-mutation rates, depend critically
on the mechanism of resistance.
acknowledgement: The authors thank three anonymous reviewers and the editor for helpful
comments on the manuscript, as well as Dominique Schneider for feedback on an earlier
draft, Jenna Gallie for lytic λ and Julien Capelle for T5 and T6. This work was
supported by the Swiss National Science Foundation (PZ00P3_148255 to A.H.) and an
EU Marie Curie PEOPLE Postdoctoral Fellowship for Career Development (FP7-PEOPLE-2012-IEF-331824
to S.W.).
article_processing_charge: No
author:
- first_name: Sébastien
full_name: Wielgoss, Sébastien
last_name: Wielgoss
- first_name: Tobias
full_name: Bergmiller, Tobias
id: 2C471CFA-F248-11E8-B48F-1D18A9856A87
last_name: Bergmiller
orcid: 0000-0001-5396-4346
- first_name: Anna M.
full_name: Bischofberger, Anna M.
last_name: Bischofberger
- first_name: Alex R.
full_name: Hall, Alex R.
last_name: Hall
citation:
ama: Wielgoss S, Bergmiller T, Bischofberger AM, Hall AR. Adaptation to parasites
and costs of parasite resistance in mutator and nonmutator bacteria. Molecular
Biology and Evolution. 2016;33(3):770-782. doi:10.1093/molbev/msv270
apa: Wielgoss, S., Bergmiller, T., Bischofberger, A. M., & Hall, A. R. (2016).
Adaptation to parasites and costs of parasite resistance in mutator and nonmutator
bacteria. Molecular Biology and Evolution. Oxford University Press. https://doi.org/10.1093/molbev/msv270
chicago: Wielgoss, Sébastien, Tobias Bergmiller, Anna M. Bischofberger, and Alex
R. Hall. “Adaptation to Parasites and Costs of Parasite Resistance in Mutator
and Nonmutator Bacteria.” Molecular Biology and Evolution. Oxford University
Press, 2016. https://doi.org/10.1093/molbev/msv270.
ieee: S. Wielgoss, T. Bergmiller, A. M. Bischofberger, and A. R. Hall, “Adaptation
to parasites and costs of parasite resistance in mutator and nonmutator bacteria,”
Molecular Biology and Evolution, vol. 33, no. 3. Oxford University Press,
pp. 770–782, 2016.
ista: Wielgoss S, Bergmiller T, Bischofberger AM, Hall AR. 2016. Adaptation to parasites
and costs of parasite resistance in mutator and nonmutator bacteria. Molecular
Biology and Evolution. 33(3), 770–782.
mla: Wielgoss, Sébastien, et al. “Adaptation to Parasites and Costs of Parasite
Resistance in Mutator and Nonmutator Bacteria.” Molecular Biology and Evolution,
vol. 33, no. 3, Oxford University Press, 2016, pp. 770–82, doi:10.1093/molbev/msv270.
short: S. Wielgoss, T. Bergmiller, A.M. Bischofberger, A.R. Hall, Molecular Biology
and Evolution 33 (2016) 770–782.
date_created: 2018-12-18T13:18:10Z
date_published: 2016-03-01T00:00:00Z
date_updated: 2023-09-05T13:46:05Z
day: '01'
ddc:
- '576'
department:
- _id: CaGu
doi: 10.1093/molbev/msv270
external_id:
pmid:
- '26609077'
file:
- access_level: open_access
checksum: 47d9010690b6c5c17f2ac830cc63ac5c
content_type: application/pdf
creator: dernst
date_created: 2018-12-18T13:21:45Z
date_updated: 2020-07-14T12:47:10Z
file_id: '5750'
file_name: 2016_MolBiolEvol_Wielgoss.pdf
file_size: 634037
relation: main_file
file_date_updated: 2020-07-14T12:47:10Z
has_accepted_license: '1'
intvolume: ' 33'
issue: '3'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/4.0/
month: '03'
oa: 1
oa_version: Published Version
page: 770-782
pmid: 1
publication: Molecular Biology and Evolution
publication_identifier:
eissn:
- 1537-1719
issn:
- 0737-4038
publication_status: published
publisher: Oxford University Press
pubrep_id: '587'
quality_controlled: '1'
related_material:
record:
- id: '9719'
relation: research_data
status: public
scopus_import: '1'
status: public
title: Adaptation to parasites and costs of parasite resistance in mutator and nonmutator
bacteria
tmp:
image: /images/cc_by_nc.png
legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
short: CC BY-NC (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 33
year: '2016'
...
---
_id: '1093'
abstract:
- lang: eng
text: 'We introduce a general class of distances (metrics) between Markov chains,
which are based on linear behaviour. This class encompasses distances given topologically
(such as the total variation distance or trace distance) as well as by temporal
logics or automata. We investigate which of the distances can be approximated
by observing the systems, i.e. by black-box testing or simulation, and we provide
both negative and positive results. '
acknowledgement: "This research was funded in part by the European Research Council
(ERC) under grant agreement 267989\r\n(QUAREM), the Austrian Science Fund (FWF)
under grants project S11402-N23 (RiSE and SHiNE)\r\nand Z211-N23 (Wittgenstein Award),
by the Czech Science Foundation Grant No. P202/12/G061, and\r\nby the SNSF Advanced
Postdoc. Mobility Fellowship – grant number P300P2_161067."
alternative_title:
- LIPIcs
article_number: '20'
author:
- first_name: Przemyslaw
full_name: Daca, Przemyslaw
id: 49351290-F248-11E8-B48F-1D18A9856A87
last_name: Daca
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Jan
full_name: Kretinsky, Jan
id: 44CEF464-F248-11E8-B48F-1D18A9856A87
last_name: Kretinsky
orcid: 0000-0002-8122-2881
- first_name: Tatjana
full_name: Petrov, Tatjana
id: 3D5811FC-F248-11E8-B48F-1D18A9856A87
last_name: Petrov
orcid: 0000-0002-9041-0905
citation:
ama: 'Daca P, Henzinger TA, Kretinsky J, Petrov T. Linear distances between Markov
chains. In: Vol 59. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2016. doi:10.4230/LIPIcs.CONCUR.2016.20'
apa: 'Daca, P., Henzinger, T. A., Kretinsky, J., & Petrov, T. (2016). Linear
distances between Markov chains (Vol. 59). Presented at the CONCUR: Concurrency
Theory, Quebec City; Canada: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
https://doi.org/10.4230/LIPIcs.CONCUR.2016.20'
chicago: Daca, Przemyslaw, Thomas A Henzinger, Jan Kretinsky, and Tatjana Petrov.
“Linear Distances between Markov Chains,” Vol. 59. Schloss Dagstuhl - Leibniz-Zentrum
für Informatik, 2016. https://doi.org/10.4230/LIPIcs.CONCUR.2016.20.
ieee: 'P. Daca, T. A. Henzinger, J. Kretinsky, and T. Petrov, “Linear distances
between Markov chains,” presented at the CONCUR: Concurrency Theory, Quebec City;
Canada, 2016, vol. 59.'
ista: 'Daca P, Henzinger TA, Kretinsky J, Petrov T. 2016. Linear distances between
Markov chains. CONCUR: Concurrency Theory, LIPIcs, vol. 59, 20.'
mla: Daca, Przemyslaw, et al. Linear Distances between Markov Chains. Vol.
59, 20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2016, doi:10.4230/LIPIcs.CONCUR.2016.20.
short: P. Daca, T.A. Henzinger, J. Kretinsky, T. Petrov, in:, Schloss Dagstuhl -
Leibniz-Zentrum für Informatik, 2016.
conference:
end_date: 2016-08-26
location: Quebec City; Canada
name: 'CONCUR: Concurrency Theory'
start_date: 2016-08-23
date_created: 2018-12-11T11:50:06Z
date_published: 2016-08-01T00:00:00Z
date_updated: 2023-09-07T11:58:33Z
day: '01'
ddc:
- '004'
department:
- _id: ToHe
- _id: KrCh
- _id: CaGu
doi: 10.4230/LIPIcs.CONCUR.2016.20
ec_funded: 1
file:
- access_level: open_access
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:11:39Z
date_updated: 2018-12-12T10:11:39Z
file_id: '4895'
file_name: IST-2017-794-v1+1_LIPIcs-CONCUR-2016-20.pdf
file_size: 501827
relation: main_file
file_date_updated: 2018-12-12T10:11:39Z
has_accepted_license: '1'
intvolume: ' 59'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '267989'
name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '6283'
pubrep_id: '794'
quality_controlled: '1'
related_material:
record:
- id: '1155'
relation: dissertation_contains
status: public
scopus_import: 1
status: public
title: Linear distances between Markov chains
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: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 59
year: '2016'
...
---
_id: '1234'
abstract:
- lang: eng
text: We present a new algorithm for the statistical model checking of Markov chains
with respect to unbounded temporal properties, including full linear temporal
logic. The main idea is that we monitor each simulation run on the fly, in order
to detect quickly if a bottom strongly connected component is entered with high
probability, in which case the simulation run can be terminated early. As a result,
our simulation runs are often much shorter than required by termination bounds
that are computed a priori for a desired level of confidence on a large state
space. In comparison to previous algorithms for statistical model checking our
method is not only faster in many cases but also requires less information about
the system, namely, only the minimum transition probability that occurs in the
Markov chain. In addition, our method can be generalised to unbounded quantitative
properties such as mean-payoff bounds.
acknowledgement: "This research was funded in part by the European Research Council
(ERC) under\r\ngrant agreement 267989 (QUAREM), the Austrian Science Fund
\ (FWF) under\r\ngrants project S11402-N23 (RiSE) and Z211-N23 (Wittgenstein Award),
the Peo-\r\nple Programme (Marie Curie Actions) of the European Union’s Seventh
Framework\r\nProgramme (FP7/2007-2013) REA Grant No 291734, the SNSF Advanced Postdoc.\r\nMobility
Fellowship – grant number P300P2\r\n161067, and the Czech Science Foun-\r\ndation
under grant agreement P202/12/G061."
alternative_title:
- LNCS
author:
- first_name: Przemyslaw
full_name: Daca, Przemyslaw
id: 49351290-F248-11E8-B48F-1D18A9856A87
last_name: Daca
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Jan
full_name: Kretinsky, Jan
id: 44CEF464-F248-11E8-B48F-1D18A9856A87
last_name: Kretinsky
orcid: 0000-0002-8122-2881
- first_name: Tatjana
full_name: Petrov, Tatjana
id: 3D5811FC-F248-11E8-B48F-1D18A9856A87
last_name: Petrov
orcid: 0000-0002-9041-0905
citation:
ama: 'Daca P, Henzinger TA, Kretinsky J, Petrov T. Faster statistical model checking
for unbounded temporal properties. In: Vol 9636. Springer; 2016:112-129. doi:10.1007/978-3-662-49674-9_7'
apa: 'Daca, P., Henzinger, T. A., Kretinsky, J., & Petrov, T. (2016). Faster
statistical model checking for unbounded temporal properties (Vol. 9636, pp. 112–129).
Presented at the TACAS: Tools and Algorithms for the Construction and Analysis
of Systems, Eindhoven, The Netherlands: Springer. https://doi.org/10.1007/978-3-662-49674-9_7'
chicago: Daca, Przemyslaw, Thomas A Henzinger, Jan Kretinsky, and Tatjana Petrov.
“Faster Statistical Model Checking for Unbounded Temporal Properties,” 9636:112–29.
Springer, 2016. https://doi.org/10.1007/978-3-662-49674-9_7.
ieee: 'P. Daca, T. A. Henzinger, J. Kretinsky, and T. Petrov, “Faster statistical
model checking for unbounded temporal properties,” presented at the TACAS: Tools
and Algorithms for the Construction and Analysis of Systems, Eindhoven, The Netherlands,
2016, vol. 9636, pp. 112–129.'
ista: 'Daca P, Henzinger TA, Kretinsky J, Petrov T. 2016. Faster statistical model
checking for unbounded temporal properties. TACAS: Tools and Algorithms for the
Construction and Analysis of Systems, LNCS, vol. 9636, 112–129.'
mla: Daca, Przemyslaw, et al. Faster Statistical Model Checking for Unbounded
Temporal Properties. Vol. 9636, Springer, 2016, pp. 112–29, doi:10.1007/978-3-662-49674-9_7.
short: P. Daca, T.A. Henzinger, J. Kretinsky, T. Petrov, in:, Springer, 2016, pp.
112–129.
conference:
end_date: 2016-04-08
location: Eindhoven, The Netherlands
name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
start_date: 2016-04-02
date_created: 2018-12-11T11:50:51Z
date_published: 2016-01-01T00:00:00Z
date_updated: 2023-09-07T11:58:33Z
day: '01'
department:
- _id: ToHe
- _id: CaGu
doi: 10.1007/978-3-662-49674-9_7
ec_funded: 1
intvolume: ' 9636'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1504.05739
month: '01'
oa: 1
oa_version: Preprint
page: 112 - 129
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '267989'
name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
- _id: 25681D80-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '291734'
name: International IST Postdoc Fellowship Programme
publication_status: published
publisher: Springer
publist_id: '6099'
quality_controlled: '1'
related_material:
record:
- id: '471'
relation: later_version
status: public
- id: '1155'
relation: dissertation_contains
status: public
scopus_import: 1
status: public
title: Faster statistical model checking for unbounded temporal properties
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 9636
year: '2016'
...
---
_id: '1243'
abstract:
- lang: eng
text: Restriction-modification (RM) systems represent a minimal and ubiquitous biological
system of self/non-self discrimination in prokaryotes [1], which protects hosts
from exogenous DNA [2]. The mechanism is based on the balance between methyltransferase
(M) and cognate restriction endonuclease (R). M tags endogenous DNA as self by
methylating short specific DNA sequences called restriction sites, whereas R recognizes
unmethylated restriction sites as non-self and introduces a double-stranded DNA
break [3]. Restriction sites are significantly underrepresented in prokaryotic
genomes [4-7], suggesting that the discrimination mechanism is imperfect and occasionally
leads to autoimmunity due to self-DNA cleavage (self-restriction) [8]. Furthermore,
RM systems can promote DNA recombination [9] and contribute to genetic variation
in microbial populations, thus facilitating adaptive evolution [10]. However,
cleavage of self-DNA by RM systems as elements shaping prokaryotic genomes has
not been directly detected, and its cause, frequency, and outcome are unknown.
We quantify self-restriction caused by two RM systems of Escherichia coli and
find that, in agreement with levels of restriction site avoidance, EcoRI, but
not EcoRV, cleaves self-DNA at a measurable rate. Self-restriction is a stochastic
process, which temporarily induces the SOS response, and is followed by DNA repair,
maintaining cell viability. We find that RM systems with higher restriction efficiency
against bacteriophage infections exhibit a higher rate of self-restriction, and
that this rate can be further increased by stochastic imbalance between R and
M. Our results identify molecular noise in RM systems as a factor shaping prokaryotic
genomes.
acknowledgement: This work was funded by an HFSP Young Investigators’ grant. M.P.
is a recipient of a DOC Fellowship of the Austrian Academy of Science at the Institute
of Science and Technology Austria. R.O. and Y.W. were supported by the Platform
for Dynamic Approaches to Living System from MEXT, Japan. We wish to thank I. Kobayashi
for providing us with the EcoRI and EcoRV plasmids, and A. Campbell for providing
us with the λ vir phage. We thank D. Siekhaus and C. Uhler and members of the C.C.G.
and J.P. Bollback laboratories for in-depth discussions. We thank B. Stern for comments
on an earlier version of the manuscript. We especially thank B.R. Levin for advice
and comments, and the anonymous reviewers for significantly improving the manuscript.
author:
- first_name: Maros
full_name: Pleska, Maros
id: 4569785E-F248-11E8-B48F-1D18A9856A87
last_name: Pleska
orcid: 0000-0001-7460-7479
- first_name: Long
full_name: Qian, Long
last_name: Qian
- first_name: Reiko
full_name: Okura, Reiko
last_name: Okura
- first_name: Tobias
full_name: Bergmiller, Tobias
id: 2C471CFA-F248-11E8-B48F-1D18A9856A87
last_name: Bergmiller
orcid: 0000-0001-5396-4346
- first_name: Yuichi
full_name: Wakamoto, Yuichi
last_name: Wakamoto
- first_name: Edo
full_name: Kussell, Edo
last_name: Kussell
- 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: Pleska M, Qian L, Okura R, et al. Bacterial autoimmunity due to a restriction-modification
system. Current Biology. 2016;26(3):404-409. doi:10.1016/j.cub.2015.12.041
apa: Pleska, M., Qian, L., Okura, R., Bergmiller, T., Wakamoto, Y., Kussell, E.,
& Guet, C. C. (2016). Bacterial autoimmunity due to a restriction-modification
system. Current Biology. Cell Press. https://doi.org/10.1016/j.cub.2015.12.041
chicago: Pleska, Maros, Long Qian, Reiko Okura, Tobias Bergmiller, Yuichi Wakamoto,
Edo Kussell, and Calin C Guet. “Bacterial Autoimmunity Due to a Restriction-Modification
System.” Current Biology. Cell Press, 2016. https://doi.org/10.1016/j.cub.2015.12.041.
ieee: M. Pleska et al., “Bacterial autoimmunity due to a restriction-modification
system,” Current Biology, vol. 26, no. 3. Cell Press, pp. 404–409, 2016.
ista: Pleska M, Qian L, Okura R, Bergmiller T, Wakamoto Y, Kussell E, Guet CC. 2016.
Bacterial autoimmunity due to a restriction-modification system. Current Biology.
26(3), 404–409.
mla: Pleska, Maros, et al. “Bacterial Autoimmunity Due to a Restriction-Modification
System.” Current Biology, vol. 26, no. 3, Cell Press, 2016, pp. 404–09,
doi:10.1016/j.cub.2015.12.041.
short: M. Pleska, L. Qian, R. Okura, T. Bergmiller, Y. Wakamoto, E. Kussell, C.C.
Guet, Current Biology 26 (2016) 404–409.
date_created: 2018-12-11T11:50:54Z
date_published: 2016-02-08T00:00:00Z
date_updated: 2023-09-07T11:59:32Z
day: '08'
department:
- _id: CaGu
doi: 10.1016/j.cub.2015.12.041
intvolume: ' 26'
issue: '3'
language:
- iso: eng
month: '02'
oa_version: None
page: 404 - 409
project:
- _id: 251D65D8-B435-11E9-9278-68D0E5697425
grant_number: '24210'
name: Effects of Stochasticity on the Function of Restriction-Modi cation Systems
at the Single-Cell Level (DOC Fellowship)
publication: Current Biology
publication_status: published
publisher: Cell Press
publist_id: '6087'
quality_controlled: '1'
related_material:
record:
- id: '202'
relation: dissertation_contains
status: public
scopus_import: 1
status: public
title: Bacterial autoimmunity due to a restriction-modification system
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 26
year: '2016'
...
---
_id: '1358'
abstract:
- lang: eng
text: 'Gene regulation relies on the specificity of transcription factor (TF)–DNA
interactions. Limited specificity may lead to crosstalk: a regulatory state in
which a gene is either incorrectly activated due to noncognate TF–DNA interactions
or remains erroneously inactive. As each TF can have numerous interactions with
noncognate cis-regulatory elements, crosstalk is inherently a global problem,
yet has previously not been studied as such. We construct a theoretical framework
to analyse the effects of global crosstalk on gene regulation. We find that crosstalk
presents a significant challenge for organisms with low-specificity TFs, such
as metazoans. Crosstalk is not easily mitigated by known regulatory schemes acting
at equilibrium, including variants of cooperativity and combinatorial regulation.
Our results suggest that crosstalk imposes a previously unexplored global constraint
on the functioning and evolution of regulatory networks, which is qualitatively
distinct from the known constraints that act at the level of individual gene regulatory
elements.'
article_number: '12307'
author:
- first_name: Tamar
full_name: Friedlander, Tamar
id: 36A5845C-F248-11E8-B48F-1D18A9856A87
last_name: Friedlander
- first_name: Roshan
full_name: Prizak, Roshan
id: 4456104E-F248-11E8-B48F-1D18A9856A87
last_name: Prizak
- 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: Nicholas H
full_name: Barton, Nicholas H
id: 4880FE40-F248-11E8-B48F-1D18A9856A87
last_name: Barton
orcid: 0000-0002-8548-5240
- first_name: Gasper
full_name: Tkacik, Gasper
id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
last_name: Tkacik
orcid: 0000-0002-6699-1455
citation:
ama: Friedlander T, Prizak R, Guet CC, Barton NH, Tkačik G. Intrinsic limits to
gene regulation by global crosstalk. Nature Communications. 2016;7. doi:10.1038/ncomms12307
apa: Friedlander, T., Prizak, R., Guet, C. C., Barton, N. H., & Tkačik, G. (2016).
Intrinsic limits to gene regulation by global crosstalk. Nature Communications.
Nature Publishing Group. https://doi.org/10.1038/ncomms12307
chicago: Friedlander, Tamar, Roshan Prizak, Calin C Guet, Nicholas H Barton, and
Gašper Tkačik. “Intrinsic Limits to Gene Regulation by Global Crosstalk.” Nature
Communications. Nature Publishing Group, 2016. https://doi.org/10.1038/ncomms12307.
ieee: T. Friedlander, R. Prizak, C. C. Guet, N. H. Barton, and G. Tkačik, “Intrinsic
limits to gene regulation by global crosstalk,” Nature Communications,
vol. 7. Nature Publishing Group, 2016.
ista: Friedlander T, Prizak R, Guet CC, Barton NH, Tkačik G. 2016. Intrinsic limits
to gene regulation by global crosstalk. Nature Communications. 7, 12307.
mla: Friedlander, Tamar, et al. “Intrinsic Limits to Gene Regulation by Global Crosstalk.”
Nature Communications, vol. 7, 12307, Nature Publishing Group, 2016, doi:10.1038/ncomms12307.
short: T. Friedlander, R. Prizak, C.C. Guet, N.H. Barton, G. Tkačik, Nature Communications
7 (2016).
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