Evidence map›Paper›PMID 42369133›Full record

ArticleFrontiers in medicine2026

The diaphragm-intercostal index for predicting weaning failure in mechanically ventilated patients: a prospective cohort study.

Lei Zhang, Zhijia Zhao, Yaling Wu, Ning Zhu, Shiyi Liu, Jingjing Zhou, Guozhong Chen, Wanjun Yu

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Article in Frontiers in medicine, 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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5 · Who and what money

Authors and funding

8 authors.

Lei ZhangDepartment of Respiratory and Critical Care Medicine, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, China.
Zhijia ZhaoMedical Record Statistics Room, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, China.
Yaling WuChild Rehabilitation Division, Ningbo Rehabilitation Hospital, Ningbo, Zhejiang, China.
Ning ZhuDepartment of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Shiyi LiuDepartment of Critical Care Medicine, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, China.
Jingjing ZhouNingbo Municipal Hospital of Traditional Chinese Medicine (TCM), Affiliated Hospital of Zhejiang Chinese Medical University, Ningbo, Zhejiang, China.
Guozhong ChenDepartment of Critical Care Medicine, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, China.
Wanjun YuDepartment of Respiratory and Critical Care Medicine, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Accurately predicting the risk of weaning failure is crucial for optimizing clinical decision-making and improving patient prognosis. Despite widespread use, the predictive value of diaphragm ultrasound remains controversial, and the compensatory role of auxiliary respiratory muscles has been overlooked. This study aims to evaluate whether the diaphragm-intercostal index (DII), a novel ultrasound index for joint assessment of diaphragm and intercostal muscle function, can predict weaning failure more accurately than traditional parameters. Methods: This prospective single-center cohort study enrolled invasive mechanical ventilation patients (≥48 h) ready for weaning. Ultrasound was performed 30 min into the spontaneous breathing trial (SBT) (pre-extubation, for primary predictive analysis) and 24 h post-extubation (for exploratory descriptive analysis only). Measurements included diaphragmatic excursion (DE), diaphragm thickening fraction (TFdi), and intercostal muscle thickening fraction (TFic). DII was calculated as TFic/TFdi. The primary outcome was weaning failure, defined as SBT failure or need for therapeutic non-invasive ventilation (NIV), reintubation, or death within 48 h post-extubation. Sensitivity analysis was performed after excluding SBT failure patients to assess DII's performance in predicting true post-extubation failure. Lasso-logistic regression and ROC curves assessed predictive performance. Results: Of 107 patients, 81 weaned successfully and 26 failed. Among failures, 5 (19.23%) had SBT failure, 8 (30.77%) required reintubation, 11 (42.31%) required therapeutic NIV, and 2 (7.69%) died. DII's AUC was 0.952 (95% CI: 0.907-0.998), significantly outperforming RSBI (AUC = 0.789) and TFdi (AUC = 0.830). The optimal DII cutoff was >0.485 (sensitivity 80.8%, specificity 97.5%). In the sensitivity analysis excluding SBT failures, DII's AUC for predicting true post-extubation failure remained high at 0.942 (95% CI: 0.887-0.996), and DeLong test showed no significant difference from the primary analysis ( Conclusion: DII can effectively quantify the compensation of the auxiliary respiratory muscles relative to the diaphragm, showing favorable predictive performance for predicting weaning failure, strikingly superior to traditional parameters. However, validation in large-scale, multi-center studies is needed, particularly after standardizing SBT protocols with positive end-expiratory pressure (PEEP) as per guidelines, and in populations including obese and heart failure patients.

Indexed as

critical carediaphragm-intercostal indexmechanical ventilationultrasonographyweaning failure

Identifiers

PMID42369133
PMCPMC13303882

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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.