Evidence map›Paper›PMID 41790731›Full record

ArticlePloS one2026

Molecular mechanism of gallium nitrate in inhibiting bacterial biofilm formation through pykF modulation.

Xiaofeng Zhang, Junjie Dong, Bing Wang, Lingqiang Chen, Zhiqiang Gong, Jin Yang, Guizhao Shu, Qi Ning

Abstract read
In one paragraph

Article in PloS one, 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
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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

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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.

Xiaofeng ZhangThe First Affiliated Hospital of Kunming Medical University, Kunming, China.
Junjie DongThe First Affiliated Hospital of Kunming Medical University, Kunming, China.ORCID https://orcid.org/0009-0003-5383-982X
Bing WangThe First Affiliated Hospital of Kunming Medical University, Kunming, China.
Lingqiang ChenThe First Affiliated Hospital of Kunming Medical University, Kunming, China.
Zhiqiang GongThe First Affiliated Hospital of Kunming Medical University, Kunming, China.
Jin YangThe First Affiliated Hospital of Kunming Medical University, Kunming, China.
Guizhao ShuThe First Affiliated Hospital of Kunming Medical University, Kunming, China.
Qi NingThe First Affiliated Hospital of Kunming Medical University, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeGallium nitrate, a non-redox analog of iron (III), suppresses bacterial biofilms and virulence within the framework of bacterial regulation. This study investigates the molecular mechanisms and regulatory pathways through which gallium nitrate modulates bacterial activity and function.

methodsThe antimicrobial properties of gallium nitrate, its effects on bacterial biofilms, and gallium-responsive signaling pathways were assessed. Observation of marked upregulation of pyruvate kinase (pykF) expression following gallium nitrate exposure prompted in vitro and in vivo experiments to examine how gallium influences the expression, enzymatic activity, and functional role of bacterial pykF.

resultsCrystal violet staining, XTT assay, confocal laser scanning microscopy, and scanning electron microscopy consistently indicated that gallium nitrate suppressed bacterial biofilm formation and metabolic activity. Transcriptomic profiling and subsequent validation analyses further suggested a strong association between pykF and gallium-mediated antibacterial effects. Both in vitro and in vivo experiments revealed that pykF knockout significantly enhanced bacterial survival and biofilm formation.

conclusionGallium nitrate modulates bacterial biofilm development and virulence, with its antimicrobial effect largely dependent on pykF upregulation. Concurrent therapeutic targeting of both pykF and gallium may provide a more effective strategy against persistent biofilm-associated infections. This work also establishes a mechanistic basis for clinical approaches aimed at reducing biofilm formation and limiting device-related infections.

Indexed as

Anti-Bacterial AgentsBacterial ProteinsBiofilmsGalliumAnimalsGene Expression Regulation, BacterialMiceSignal TransductionVirulenceAnti-Bacterial AgentsBacterial ProteinsGalliumgallium nitrate

Identifiers

PMID41790731
PMCPMC12965525

What Socratic holds

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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 Socratic graph.