Evidence map›Paper›PMID 41628236›Full record

ArticlePloS one2026

Mechanical power and short-term mortality in critically ill patients with ARDS on mechanical ventilation: Insights from the MIMIC-IV database.

Zhenyan Lu, Chunqiao He, Qidong Jiang, Mengyuan Wang, Wei He, Shuang Wang, Ying Xie, Zhao Peng, Xue Pan

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.

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1 · What the graph read from it

What it found

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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

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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

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4 · The record

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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

9 authors.

Zhenyan LuMedical Equipment Department, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Chunqiao HeMedical Equipment Department, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Qidong JiangIntensive Care Unit, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Mengyuan WangMedical Equipment Department, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Wei HeMedical Equipment Department, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Shuang WangMedical Equipment Department, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Ying XieMedical Equipment Department, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Zhao PengBig Data Research Center, University of Electronic Science and Technology of China, Chengdu, Sichuan, China.
Xue PanMedical Equipment Department, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.ORCID https://orcid.org/0009-0004-7907-9889

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mechanical power (MP), or an integrated measure of ventilatory stress, has been proposed as an important determinant of ventilator-induced lung injury and clinical outcomes. However, its prognostic significance in patients with acute respiratory distress syndrome (ARDS) remains incompletely understood. We selected adult patients with Berlin ARDS from MIMIC-IV v3.1. Cox proportional hazard regression models were built to explore the relationship between MP quartiles and in-hospital, 28-day, and 90-day mortality, with progressive adjustment for demographics, severity scores, and ventilatory parameters. We also explored model discrimination and calibration, conducted comparative receiver-operating characteristic curves (ROC) and restricted cubic spline (RCS) analyses, and performed Kaplan-Meier, subgroup, and sensitivity analyses as complementary assessments. A total of 1878 patients were included. Each increase in MP was significantly associated with higher in-hospital, 28-, and 90-day mortality. Using full models, Q4 had significantly higher risk than Q1 (HR 1.32; 95% CI 1.06-1.64). MP had stable discriminative performance with good calibration. Using ROC, MP had significantly better performance than traditional predictors. Models built with RCS showed no evidence for curvature. Survival analysis showed successively decreased probabilities with increasing quarters from Q1 to Q4. Sensitivity analyses were largely consistent, with subgroup analyses supporting findings. In patients with ARDS, elevated MP was independently associated with in-hospital, 28-day, and 90-day mortality. These findings suggest that MP may serve as an integrated prognostic marker of ventilatory load rather than a standalone target. Our results warrant further prospective research to determine whether incorporating MP into lung-protective strategies can improve clinical outcomes.

Indexed as

Critical IllnessRespiration, ArtificialRespiratory Distress SyndromeAgedDatabases, FactualFemaleHospital MortalityHumansKaplan-Meier EstimateMaleMiddle AgedPrognosisProportional Hazards ModelsROC Curve

Identifiers

PMID41628236
PMCPMC12863555

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