Evidence map›Paper›PMID 41938541›Full record

Observational studyFrontiers in public health2025

Effect of humidification intervention combined with cluster nursing on ventilator-associated pneumonia in ICU patients.

Ying Liu, Juan Liu, Danfeng Zhang

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Platelet-rich plasma and stem cell therapies for spondylosis: a systematic review of randomized controlled trials.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026
    Review
  3. Review
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.

Ying LiuNanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, Jiangsu, China.
Juan LiuNanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, Jiangsu, China.
Danfeng ZhangSir Run Run Hospital, Nanjing Medical University, Nanjing, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Ventilator-associated pneumonia (VAP) is a serious complication in mechanically ventilated patients, increasing morbidity, mortality, and antibiotic use. Although cluster nursing and humidification methods independently reduce VAP risk, their combined effect has not been rigorously evaluated. Objective: To determine whether combining dual humidification (heated humidifier plus heat-and-moisture exchanger) with a structured cluster nursing bundle reduces VAP incidence in Intensive Care Unit (ICU) patients. Methods: In this single-center cross-sectional observational study, 240 adult ICU patients expected to require ventilation for >48 h were observed under either enhanced care (dual humidification plus cluster nursing) or standard care. The cluster nursing bundle included head-of-bed elevation (30-45°), chlorhexidine oral care every 4 h, daily sedation breaks with weaning assessment, subglottic suctioning, enteral nutrition with prophylaxis, thrombosis prevention, and strict hand hygiene. The primary outcome was VAP incidence defined by CDC/NHSN criteria. Secondary outcomes included ventilator duration, ICU length of stay, antibiotic use, and mortality. Results: Ventilator-associated pneumonia incidence was significantly lower in the enhanced care cohort (10.0%) compared with standard care (30.0%) ( Conclusion: A dual humidification strategy combined with a high-compliance cluster nursing bundle significantly reduced VAP incidence and improved ICU outcomes. This cost-effective approach supports implementation to enhance patient safety and reduce antimicrobial resistance.

Indexed as

HumidifiersHumidityIntensive Care UnitsPneumonia, Ventilator-AssociatedAgedCross-Sectional StudiesFemaleHumansIncidenceMaleMiddle AgedRespiration, Artificialcluster interventionheat-and-moisture exchangerhumidificationICU nursing caremechanical ventilationventilator-associated pneumonia

Identifiers

PMID41938541
PMCPMC13047208

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.