Evidence map›Paper›PMID 41074874›Full record

ArticleProtein science : a publication of the Protein Society2025

Directed evolution of a beta-lactamase samples a wide variety of conformational states.

Jing Sun, Monika Timmer, Steffen Brünle, Aimee L Boyle, Marcellus Ubbink

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed.

  1. Directed evolution of a beta-lactamase samples a wide variety of conformational states.Protein science : a publication of the Protein Society · 2025
    Article
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

5 authors.

Jing SunMacromolecular Biochemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands.
Monika TimmerMacromolecular Biochemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands.
Steffen BrünleBiophysical Structural Chemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands.
Aimee L BoyleMacromolecular Biochemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands.
Marcellus UbbinkMacromolecular Biochemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands.ORCID 0000-0002-2615-6914

Funding

China Scholarship Council 201904910678
6 · The paper itself

Abstract

In directed evolution, enzyme activity is improved in successive generations of laboratory evolution, which can be described by a simple stepwise climb toward a peak in the fitness landscape. In a naive model of evolution, it can be assumed that each enzyme variant along this path is in a single, well-defined state that differs slightly from the previous one. We analyzed the structural changes in mutants of the β-lactamase BlaC from Mycobacterium tuberculosis obtained via directed evolution for increased ceftazidime hydrolysis activity. Crystal structures of three successive mutants only show an increase in the dynamics of a loop that lines the active site (Ω-loop), enabling better access of the large substrate. However, NMR spectra of wild type and nine mutants of different branches of the directed evolution experiment show a much more diverse and complex picture of the conformational effects. Many mutants show micro-millisecond dynamics for certain regions and most show peak doubling, indicative of two or more conformations being populated. Thus, the straightforward climb to increased ceftazidime activity in the fitness landscape masks a complex trajectory in the conformational landscape, emphasizing the complex and epistatic interplay that single mutations can have on the structure and dynamics of enzymes.

Indexed as

Bacterial Proteinsbeta-LactamasesDirected Molecular EvolutionMycobacterium tuberculosisCatalytic DomainCeftazidimeCrystallography, X-RayModels, MolecularMutationProtein ConformationBacterial Proteinsbeta-LactamasesCeftazidimebeta‐lactamaseNMRprotein dynamicsprotein evolutionx‐ray crystallography

Identifiers

PMID41074874
PMCPMC12514840

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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.