Evidence map›Paper›PMID 40593643›Full record

ArticleNature communications2025

Copy number flexibility facilitates heteroresistance to increasing antibiotic pressure and threatens the beta-lactam pipeline.

Jacob E Choby, Tugba Ozturk, Carter N Abbott, Christina Nnabuife, Jennifer M Colquhoun, Sarah W Satola, Philip N Rather, Timothy Palzkill, David S Weiss

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Review
  8. Article
  9. Review
  10. Resistance, heteroresistance, and fitness costs drive colistin treatment failure duringProceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  11. Review
  12. Article
  13. Article
  14. Antibiotic resistance mediated by gene amplifications.npj antimicrobials and resistance · 2024
    Review
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

9 authors.

Jacob E ChobyEmory Antibiotic Resistance Center; Emory University School of Medicine, Atlanta, GA, USA.
Tugba OzturkEmory Antibiotic Resistance Center; Emory University School of Medicine, Atlanta, GA, USA.
Carter N AbbottEmory Antibiotic Resistance Center; Emory University School of Medicine, Atlanta, GA, USA.
Christina NnabuifeVerna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX, USA.ORCID http://orcid.org/0000-0001-9907-0508
Jennifer M ColquhounEmory Antibiotic Resistance Center; Emory University School of Medicine, Atlanta, GA, USA.
Sarah W SatolaEmory Antibiotic Resistance Center; Emory University School of Medicine, Atlanta, GA, USA.
Philip N RatherEmory Antibiotic Resistance Center; Emory University School of Medicine, Atlanta, GA, USA.ORCID http://orcid.org/0000-0001-9674-6250
Timothy PalzkillVerna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX, USA.ORCID http://orcid.org/0000-0002-5267-0001
David S WeissEmory Antibiotic Resistance Center; Emory University School of Medicine, Atlanta, GA, USA. david.weiss@emory.edu.ORCID http://orcid.org/0000-0003-0980-7866

Funding

Implementing a Maternal health and PRegnancy Outcomes Vision for Everyone (IMPROVE)UL1TR002378 · NCATS · EMORY UNIVERSITY · PI Andres J Garcia, Elizabeth O. Ofili · 2017 to 2026
$92.1M
Single Cell Analysis Core (Core C)U19AI158080 · NIAID · EMORY UNIVERSITY · PI LEVIN, BRUCE RICHARD, WEISS, DAVID S · 2021 to 2025
$10.9M
BETA-LACTAMASE MUTATIONS IN ANTIBIOTIC RESISTANCER01AI032956 · NIAID · BAYLOR COLLEGE OF MEDICINE · PI Timothy Palzkill · 1992 to 2026
$6.5M
Beta Lactamase Mutations in Antibiotic ResistanceR37AI032956 · NIAID · BAYLOR COLLEGE OF MEDICINE · PI PALZKILL, TIMOTHY · 2001 to 2010
$3.3M
Research Training in Translational Gastroenterology and HepatologyT32DK108735 · NIDDK · EMORY UNIVERSITY · PI SUBRA KUGATHASAN · 2016 to 2026
$2.6M
Mechanisms of phenotypic antibiotic resistance in Gram-negative bacteriaR01AI141883 · NIAID · EMORY UNIVERSITY · PI WEISS, DAVID S · 2018 to 2022
$2.2M
Beta Lactamase Mutations in Antibiotic ResistanceR56AI032956 · NIAID · BAYLOR COLLEGE OF MEDICINE · PI PALZKILL, TIMOTHY · 2016 to 2016
$394k
BLRD VA I01 BX002788BLRD VA IK2 BX005911BLRD VA IK6 BX004470NCATS NIH HHS UL1 TR002378NIAID NIH HHS R01 AI032956NIAID NIH HHS R01 AI141883NIAID NIH HHS R37 AI032956NIAID NIH HHS R56 AI032956NIAID NIH HHS U19 AI158080NIDDK NIH HHS T32 DK108735U.S. Department of Health & Human Services | NIH | National Institute of Allergy and Infectious Diseases (NIAID) AI158080U.S. Department of Veterans Affairs (Department of Veterans Affairs) BX002788
6 · The paper itself

Abstract

Our understanding of the rapid adaptation of bacteria to resist novel drugs is growing beyond known mechanisms such as mobile genetic elements and mutation selection. Heteroresistance (HR) is a form of antibiotic resistance where a phenotypically unstable minority resistant subpopulation co-exists with a susceptible population. We sought to uncover the mechanism of heteroresistance to cefiderocol, a novel β-lactam developed to resist β-lactamases including extended-spectrum-β-lactamases (ESBLs), which has been recently reported but poorly understood. We observe HR to cefiderocol among clinical isolates collected before its use. The resistant subpopulation in Enterobacter is a continuum; increasing copy number of a gene encoding an ESBL ineffective against cefiderocol mediates increased resistance in decreasing numbers of cells. We then pursued the factors that control the magnitude of amplification. We observe that ESBL activity correlates with the level of amplification, and thus that increased copy number can compensate for poor enzymatic activity. A Klebsiella isolate from a clinical treatment failure also demonstrates amplification, highlighting the potential relevance of this β-lactamase gene amplification-mediated HR. These data provide insights into factors controlling dynamics of HR and how bacteria can use gene amplification to flexibly confront new antibiotic threats.

Indexed as

Anti-Bacterial Agentsbeta-Lactam Resistancebeta-LactamsDNA Copy Number VariationsGene Dosagebeta-LactamasesCephalosporinsEnterobacterHumansKlebsiellaMicrobial Sensitivity TestsAnti-Bacterial Agentsbeta-Lactamasesbeta-LactamsCephalosporins

Identifiers

PMID40593643
PMCPMC12216759

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.