Evidence map›Paper›PMID 37129484›Full record

ArticlemBio2023

The Fitness of Beta-Lactamase Mutants Depends Nonlinearly on Resistance Level at Sublethal Antibiotic Concentrations.

Andrew D Farr, Diego Pesce, Suman G Das, Mark P Zwart, J Arjan G M de Visser

Open access · goldAbstract read
In one paragraph

Article in mBio, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
4.7field-weighted citation impact, top 5% of its field
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

9 citing papers in PubMed, 15 citations in OpenAlex.

  1. Contributions of intra- and extracellular antibiotic degradation to collective [Formula: see text]-lactam survival.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. TheInternational journal of molecular sciences · 2026
    Review
  3. Article
  4. Review
  5. Epistasis-mediated compensatory evolution in a fitness landscape with adaptational tradeoffs.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. 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 at 4 institutions in 2 countries.

Andrew D FarrLaboratory of Genetics, Wageningen University & Research, Wageningen, The Netherlands.ORCID 0000-0002-3402-1665
Diego PesceLaboratory of Genetics, Wageningen University & Research, Wageningen, The Netherlands.ORCID 0000-0003-4623-3558
Suman G DasInstitute for Biological Physics, University of Cologne, Cologne, Germany.ORCID 0000-0001-8583-9961
Mark P Zwart *Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.ORCID 0000-0003-4361-7636
J Arjan G M de Visser *Laboratory of Genetics, Wageningen University & Research, Wageningen, The Netherlands.ORCID 0000-0002-5098-6686
Wageningen University & Research · NLMax Planck Institute for Evolutionary Biology · DENetherlands Institute of Ecology · NLUniversity of Cologne · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adaptive evolutionary processes are constrained by the availability of mutations which cause a fitness benefit and together make up the fitness landscape, which maps genotype space onto fitness under specified conditions. Experimentally derived fitness landscapes have demonstrated a predictability to evolution by identifying limited "mutational routes" that evolution by natural selection may take between low and high-fitness genotypes. However, such studies often utilize indirect measures to determine fitness. We estimated the competitive fitness of mutants relative to all single-mutation neighbors to describe the fitness landscape of three mutations in a β-lactamase enzyme. Fitness assays were performed at sublethal concentrations of the antibiotic cefotaxime in a structured and unstructured environment. In the unstructured environment, the antibiotic selected for higher-resistance types-but with an equivalent fitness for a subset of mutants, despite substantial variation in resistance-resulting in a stratified fitness landscape. In contrast, in a structured environment with a low antibiotic concentration, antibiotic-susceptible genotypes had a relative fitness advantage, which was associated with antibiotic-induced filamentation. These results cast doubt that highly resistant genotypes have a unique selective advantage in environments with subinhibitory concentrations of antibiotics and demonstrate that direct fitness measures are required for meaningful predictions of the accessibility of evolutionary routes.

Indexed as

Anti-Bacterial Agentsbeta-LactamasesCefotaximeDrug Resistance, MicrobialMutationSelection, GeneticAnti-Bacterial Agentsbeta-LactamasesCefotaximeamplicon sequencingcefotaximefilamentationfitness landscapesubinhibitory antibioticssub-MICTEM-1 β-lactamase

Identifiers

PMID37129484
PMCPMC10294655
OpenAlexW4367321688

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.