Evidence map›Paper›PMID 41871158›Full record

ArticleMicrobiology (Reading, England)2026

The impact of inoculation methods on bacterial aggregation and antimicrobial susceptibility testing.

Yu-Ming Cai, Zhi-Zhong Wang, Mark Alexander Webber, Jacob George Malone

Abstract read
In one paragraph

Article in Microbiology (Reading, England), 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

4 authors.

Yu-Ming CaiJohn Innes Centre, Norwich Research Park, Colney Lane, Norwich, UK.
Zhi-Zhong WangSchool of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dongchuan Rd, Shanghai 200240, PR China.
Mark Alexander WebberQuadram Institute, Norwich Research Park, Rosalind Franklin Road, Norwich, UK.
Jacob George MaloneJohn Innes Centre, Norwich Research Park, Colney Lane, Norwich, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antimicrobial susceptibility testing (AST) has been a gold standard for guiding physician treatment practices for accurate antibiotic prescription, of which the broth microdilution method is recommended and commonly used. Different inoculation methods and preparative steps of bacterial suspension for AST are applied in various settings, which are based on the assumption that planktonic broth cultures contain homogeneous single cells. However, this has been challenged by the common observation of non-surface-attached aggregates in shaking cultures. Whether different inoculation methods producing different aggregation patterns contribute to inconsistent AST results has not been systematically investigated. To address this, we evaluated how routinely used inoculation methods for

Indexed as

Anti-Bacterial AgentsPseudomonas aeruginosaMicrobial Sensitivity TestsAnti-Bacterial Agentsaggregationantimicrobial susceptibility testing (AST)inoculationminimum inhibitory concentration (MIC)Pseudomonas aeruginosa

Identifiers

PMID41871158
PMCPMC13034079

What OpenQuestion holds

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LicenceCC BY
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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.