Evidence map›Paper›PMID 42855455›Full record

Articlenpj antimicrobials and resistance2026

Population size modulates the transition from gene amplification-mediated heteroresistance to stable resistance.

Johannes Kupke, Yuwen Fang, Fereshteh Ghazisaeedi, Dennis Hanke, Frank Schreiber, Karsten Tedin, Niclas Nordholt, Marcus Fulde

Abstract read
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Article in npj antimicrobials and resistance, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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.

Johannes KupkeDepartment of Veterinary Medicine, Institute of Microbiology and Epizootics, Center for Infection Medicine, Freie Universität Berlin, Berlin, Germany.
Yuwen FangDepartment of Veterinary Medicine, Institute of Microbiology and Epizootics, Center for Infection Medicine, Freie Universität Berlin, Berlin, Germany.
Fereshteh GhazisaeediDepartment of Veterinary Medicine, Institute of Microbiology and Epizootics, Center for Infection Medicine, Freie Universität Berlin, Berlin, Germany.
Dennis HankeDepartment of Veterinary Medicine, Institute of Microbiology and Epizootics, Center for Infection Medicine, Freie Universität Berlin, Berlin, Germany.
Frank SchreiberDepartment of Materials and the Environment, Division of Biodeterioration and Reference Organisms (4.1), Federal Institute for Materials Research and Testing (BAM), Berlin, Germany.
Karsten TedinDepartment of Veterinary Medicine, Institute of Microbiology and Epizootics, Center for Infection Medicine, Freie Universität Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0003-2109-0730
Niclas Nordholt *Department of Materials and the Environment, Division of Biodeterioration and Reference Organisms (4.1), Federal Institute for Materials Research and Testing (BAM), Berlin, Germany. niclas.nordholt@bam.de.ORCID http://orcid.org/0000-0001-5788-0801
Marcus Fulde *Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Center for Infection Medicine, Freie Universität Berlin, Berlin, Germany. marcus.fulde@tiho-hannover.de.

Funding

Collaborative Research Center CRC1449 431232613; project B5DFG priority programme SPP2225 FU1027/4-1
6 · The paper itself

Abstract

Heteroresistance is characterized by antibiotic-resistant subpopulations which can be underpinned by reversible gene duplication-amplification (GDA) of antibiotic resistance genes. It is often considered a precursor of stable resistance mutations. We investigated the evolutionary dynamics between GDA-mediated heteroresistance and stable resistance mutations in a clinical Enterobacter cloacae complex isolate. Exposure to ceftazidime resulted in enrichment of ampC β-lactamase GDAs in a concentration-dependent manner. Long-term exposure and high concentrations of ceftazidime selected for stable resistance mutations in dacB and ampD, a decrease of GDAs and a loss of population heterogeneity. Evolution experiments and mathematical modelling suggest that, in large populations, competition with GDA-carrying subpopulations can prolong fixation of stable resistance mutations in the population. By contrast, heteroresistance rescues small populations upon sudden antibiotic challenge, thereby acting as a precursor of stable resistance. This study highlights a previously underappreciated dual, population-size dependent role for GDAs in the transition from heteroresistance to stable resistance.

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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.