Evidence map›Paper›PMID 40521030›Full record

ArticleFrontiers in cellular and infection microbiology2025

Heterogeneous subpopulations in

YunTao Luo, Rong Xu, Bo Yuan, WeiHua Yang, YunHeng Zhou, Yuan Tian, QingZhong Wang

Abstract read
In one paragraph

Article in Frontiers in cellular and infection microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Molecular Basis of Persister Awakening and Lag-Phase Recovery inInternational journal of molecular sciences · 2026
    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

7 authors.

YunTao Luo *Clinical Microbiology Laboratory, Shanghai Center for Clinical Laboratory, Shanghai, China.
Rong Xu *Clinical Microbiology Laboratory, Shanghai Center for Clinical Laboratory, Shanghai, China.
Bo Yuan *Outpatient Department of Clinical Laboratory, Shanghai Tenth People's Hospital, Shanghai, China.
WeiHua YangDepartment of Clinical Laboratory, Zhabei Central Hospital of Jing'an District, Shanghai, China.
YunHeng ZhouDepartment of Clinical Laboratory, Zhabei Central Hospital of Jing'an District, Shanghai, China.
Yuan TianShanghai Institute of Immunity and Infection, Chinese Academy of Sciences, Shanghai, China.
QingZhong WangClinical Microbiology Laboratory, Shanghai Center for Clinical Laboratory, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Heteroresistance is a well-known phenomenon contributing to treatment failure in bacterial infections. Previous research has traditionally linked it to genetic mechanisms, emphasizing fixed subpopulations with specific resistance mutations. Recent studies appreciated that bacterial subpopulations may not be fixed and independent, but rather dynamically changing. Heteroresistance mechanisms are likely more intricate than mere genetic predisposition alone. Methods: Our study investigated the role of non-genetically encoded mechanisms in early stages of occurrence and development of heteroresistance through transcriptome analysis and molecular biology experiments. Results: We identified a clinical Discussion: Overall, our study revealed non-genetic mechanisms that enable bacterial strains to acquire adaptive imipenem-resistance rapidly. Moreover, preventing hospital-acquired infections should focus not only on eliminating residual bacteria but also on removing residual antibiotics in clinical settings.

Indexed as

Anti-Bacterial AgentsDrug Resistance, BacterialEscherichia coliGene Expression Regulation, BacterialImipenemEscherichia coli InfectionsEscherichia coli ProteinsGene Expression ProfilingHumansMicrobial Sensitivity TestsTranscriptomeAnti-Bacterial AgentsEscherichia coli ProteinsImipenemEscherichia colifitness costheteroresistancenon-genetic mechanismtranscriptional regulation

Identifiers

PMID40521030
PMCPMC12163615

What OpenQuestion holds

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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.