Evidence map›Paper›PMID 41938951›Full record

SynthesisFrontiers in public health2026

Risk factors for carbapenem-resistant

Zhenghaoyu Huang, Han Lin, Yonghong Guo

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Frontiers in public health, 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

3 authors.

Zhenghaoyu Huang *Department of Medical Technology, School of Gongli Hospital Medical Technology, University of Shanghai for Science and Technology, Shanghai, China.
Han Lin *Department of Medical Technology, School of Gongli Hospital Medical Technology, University of Shanghai for Science and Technology, Shanghai, China.
Yonghong GuoDepartment of Infectious Diseases, Gongli Hospital of Shanghai Pudong New Area, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Carbapenem-resistant Methods: We searched PubMed and Web of Science up to October 2025 for studies on CRKP infection risk factors. Study quality was assessed using the Newcastle-Ottawa Scale. We computed pooled odds ratios (ORs) with 95% confidence intervals (CIs) and evaluated heterogeneity using the Results: Seventeen studies (5,303 cases) were included. Prior hospitalization, APACHE II score, and diabetes were not associated with CRKP infection. Significant risk factors included ICU admission (OR = 4.42, 95% CI: 2.82-6.91), cardiovascular disease (OR = 4.52, 95% CI: 3.23-6.30), renal disease (OR = 2.31, 95% CI: 1.74-3.06), multiple invasive procedures (e.g., mechanical ventilation OR = 3.82, 95% CI: 2.46-5.92; urinary catheterization OR = 4.73, 95% CI: 3.33-6.72), and exposure to various antimicrobial classes, notably carbapenems (OR = 6.36, 95% CI: 5.16-7.83), and tetracyclines (OR = 11.79, 95% CI: 7.75-17.93), though the latter's high magnitude may be influenced by the limited number of studies and potential confounding by indication. Subgroup analysis showed the risks from mechanical ventilation and urinary catheterization were significantly higher in developing versus developed countries ( Conclusion: ICU admission, specific comorbidities, invasive procedures, and broad antimicrobial exposure are key risk factors for CRKP infection. Enhanced aseptic techniques in developing countries are crucial to mitigate risk. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/, CRD420251242025.

Indexed as

Anti-Bacterial AgentsCarbapenem-Resistant EnterobacteriaceaeCarbapenemsKlebsiella InfectionsKlebsiella pneumoniaeHumansRisk FactorsAnti-Bacterial AgentsCarbapenemscarbapenem resistanceinfectionKlebsiella pneumoniaemeta-analysisrisk factor

Identifiers

PMID41938951
PMCPMC13047120

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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.