Evidence map›Paper›PMID 41954984›Full record

ArticleNucleic acids research2026

LacI strikes a balance between stability and inducibility.

Jinwen Yuan, Malin Lüking, Spartak Zikrin, Beer Chakra Sen, Emil Marklund, David van der Spoel, David Fange, Johan Elf

Abstract read
In one paragraph

Article in Nucleic acids research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jinwen YuanDepartment of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, 75123, Sweden.ORCID 0000-0002-7442-9921
Malin LükingDepartment of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, 75123, Sweden.ORCID 0000-0002-6825-909X
Spartak ZikrinDepartment of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, 75123, Sweden.
Beer Chakra SenDepartment of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, 75123, Sweden.
Emil MarklundDepartment of Biochemistry and Biophysics, Science for Life Laboratory, Stockholm University, Solna, 17165, Sweden.
David van der SpoelDepartment of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, 75123, Sweden.ORCID 0000-0002-7659-8526
David FangeDepartment of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, 75123, Sweden.
Johan ElfDepartment of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, 75123, Sweden.

Funding

European Research Council 2016.06213European Research Council 2018.03958European Research Council 616047Knut and Alice Wallenberg Foundation 2016.0077Knut and Alice Wallenberg Foundation 2017.0291Knut and Alice Wallenberg Foundation 2019.0439Swedish National Infrastructure for Computing at UPPMAXSwedish Research Council 2022-06725
6 · The paper itself

Abstract

Transcription factors (TFs) efficiently locate their target DNA sequences by combining three-dimensional diffusion and one-dimensional sliding on nonspecific DNA. To balance rapid sliding with strong specific binding, TFs were proposed to switch between search and recognition conformations. For Escherichia coli lac repressor (LacI), the folding of the hinge helices has been implicated in the conformational switch. Here, we tested how mutations in the hinge region impact the search speed and binding stability. Based on molecular dynamics simulations, we selected two LacI mutants favoring either search or recognition conformation. We measured the binding kinetics of the mutants both in vitro on DNA microarrays with 2479 different Lac operators and in vivo via single-molecule experiments. We identified a mutation that enhances the specificity but reduces binding strength globally, and another mutation that makes the operator binding stronger but also reduces the specificity. However, the altered specificity impacts the search time less than expected. Instead, the major effect was impaired dissociation in response to Isopropyl β-D-1-thiogalactopyranoside (IPTG) induction for the strongly binding mutant. Together with earlier reports of affinity-inducibility trade-offs in LacI, our data support the model in which the trade-off is between binding stability and inducibility rather than between speed and binding stability.

Indexed as

Escherichia coli ProteinsLac RepressorsEscherichia coliIsopropyl ThiogalactosideKineticsMolecular Dynamics SimulationMutationOperator Regions, GeneticProtein BindingProtein StabilityEscherichia coli ProteinsIsopropyl ThiogalactosideLacI protein, E coliLac Repressors

Identifiers

PMID41954984
PMCPMC13069688

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.