Evidence map›Paper›PMID 41888708›Full record

ArticleBMC infectious diseases2026

Evaluation of a simplified agar-based population analysis profiling as a practical alternative for detecting heteroresistance in clinical bacterial isolates.

Yuyang Liu, Chenxu Zhou, Guosheng Zhong, Jianming Zeng, Jieying Pu, Cha Chen, Yuting He, Bin Huang

Abstract readEvaluation Study
In one paragraph

Article in BMC infectious diseases, 2026. 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

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Yuyang LiuDepartment of Laboratory Medicine, Chengdu Integrated TCM & Western Medicine Hospital, Chengdu, China.
Chenxu ZhouDepartment of Laboratory Medicine, Sichuan Tianfu New Area People's Hospital, Chengdu, China.
Guosheng ZhongDepartment of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Jianming ZengDepartment of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Jieying PuDepartment of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Cha ChenDepartment of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Yuting HeDepartment of Laboratory Medicine, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China. heyuting6366@163.com.
Bin HuangDepartment of Laboratory Medicine, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China. huangb3@mail.sysu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRapid and accurate detection of antibiotic heteroresistance (HR) causing clinical bacterial infections is essential for prompt and effective treatment. However, current detection methods vary across laboratories. This study aimed to evaluate a Simplified Agar-based Population Analysis Profiling (SA-PAP) method as a practical alternative to the reference Population Analysis Profiling (PAP) for HR detection, and to describe the screening performance of a modified E-test.

methodsWe collected 56 carbapenem-resistant Escherichia coli (CREC) and 305 methicillin-resistant Staphylococcus aureus (MRSA) clinical isolates. HR to tigecycline (in CREC), vancomycin, and teicoplanin (in MRSA) was assessed using the modified E-test, SA-PAP, and PAP (reference method). The screening performance of the modified E-test was evaluated descriptively, while the diagnostic agreement of SA-PAP with PAP was assessed using Cohen’s kappa.

resultsBy PAP, HR prevalence was 37.5% (21/56) to tigecycline in CREC, and 34.1% (104/305) and 53.8% (163/305) to vancomycin and teicoplanin in MRSA, respectively. Compared to PAP, the modified E-test showed variable and lower sensitivities (66.7% for CREC/tigecycline, 70.2% for MRSA/vancomycin, and 48.8% for MRSA/teicoplanin), indicating a substantial risk of false-negative results. In contrast, SA-PAP demonstrated excellent agreement (Cohen’s kappa > 0.90 for all combinations) with sensitivities of 100%, 100%, and 99.4%, and specificities of 97.1%, 95.0%, and 97.9%, respectively.

conclusionsHeteroresistance is highly prevalent among clinical CREC and MRSA isolates, underscoring the need for its detection. SA-PAP offers a reliable, simpler, and more economical alternative to the reference PAP method for HR confirmation. The modified E-test may serve as a rapid initial screen but has significant limitations due to its suboptimal sensitivity. Laboratories should consider adopting SA-PAP for accurate HR identification.

Indexed as

Anti-Bacterial AgentsDrug Resistance, BacterialEscherichia coliMethicillin-Resistant Staphylococcus aureusAgarHumansMicrobial Sensitivity TestsSensitivity and SpecificityTigecyclineAgarAnti-Bacterial AgentsTigecyclineHeteroresistanceModified E-testPopulation analysis profilingScreening methodSimplified agar-based population analysis profiling

Identifiers

PMID41888708
PMCPMC13151187

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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.