Evidence map›Paper›PMID 41644691›Full record

ArticleScientific reports2026

Integrated analysis of global regulators and efflux genes associated with antimicrobial resistance reversal in multidrug resistant Klebsiella pneumoniae.

Ali J Obaid, Ali J Alkawaz, Maryam S Naser

Abstract readDataset
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Multidrug-ResistantPolish journal of microbiology · 2026
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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

3 authors.

Ali J ObaidDepartment of Applied Biotechnology, College of Biotechnology, AL-Qasim Green University, Babylon, Iraq.ORCID http://orcid.org/0000-0001-6385-8125
Ali J AlkawazDepartment of Biology, College of Science, University of Kerbala, Karbala, Iraq. ali.abdulhussein@uokerbala.edu.iq.ORCID http://orcid.org/0009-0005-1189-6361
Maryam S NaserDepartment of Applied Biotechnology, College of Biotechnology, AL-Qasim Green University, Babylon, Iraq.ORCID http://orcid.org/0000-0003-0658-9090

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMultidrug-resistant Klebsiella pneumoniae poses a growing clinical challenge due to its ability to evade antibiotic treatment, particularly through the overexpression of efflux systems. Among these, the AcrAB-TolC pump is central to resistance against fluoroquinolones. While the global regulator's MarA, SoxS, and Rob are known modulators of efflux in Enterobacteriaceae, their functional relevance in clinical K. pneumoniae remains insufficiently defined and largely correlation-based.

objectiveThis study was designed to (1) determine the transcriptional association between the global regulators MarA, SoxS, and Rob with the AcrAB-TolC efflux system in multidrug-resistant (MDR) Klebsiella pneumoniae, and (2) functionally assess whether efflux contributes to fluoroquinolone resistance through PAβN-based inhibition assays. Together, these two analytical layers suggest a possible link between regulator expression and efflux-associated resistance reversal, without confirming direct regulatory activation.

methodsThirty clinical MDR isolates and ten susceptible controls were characterized via antibiotic susceptibility testing. Gene expression was quantified using qRT-PCR, normalized to 16S rRNA, and analyzed by the 2^-ΔΔCt method. Pearson correlation assessed relationships between gene expression and resistance. Phenotypic validation of efflux activity was performed using PAβN, an AcrAB-TolC inhibitor.

resultsMDR isolates exhibited significant overexpression of marA (5.0-fold), soxS (4.0-fold), acrB (7.9-fold), and other efflux components (p < 0.001). Strong positive correlations were observed between marA/soxS and acrB expression, suggesting a potential regulatory association. PAβN exposure reduced ciprofloxacin MICs by ≥ fourfold in 80% of high acrB expression isolates, supporting the involvement of active efflux mechanisms.

conclusionOur integrated findings indicate that higher marA/soxS expression is associated with increased gene expression of the AcrAB-TolC efflux pump and fluoroquinolone resistance in clinical MDR isolates, while PAβN-mediated efflux inhibition is associated with partial susceptibility restoration. Together, these results highlight global regulators and efflux pumps as actionable therapeutic targets for resistance reversal.

Indexed as

Drug Resistance, Multiple, BacterialKlebsiella pneumoniaeAnti-Bacterial AgentsBacterial ProteinsFluoroquinolonesGene Expression ProfilingGene Expression Regulation, BacterialGenes, BacterialHumansKlebsiella InfectionsMembrane Transport ProteinsMicrobial Sensitivity TestsReal-Time Polymerase Chain ReactionAnti-Bacterial AgentsBacterial ProteinsFluoroquinolonesMembrane Transport ProteinsEfflux resistanceFluoroquinolonesGene regulationMDR bacteriaPump inhibitorsRND transporters

Identifiers

PMID41644691
PMCPMC12929588

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Registered trials

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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.