Dynamic Non-invasive Monitoring of Inspiratory Effort
Dynamic Analysis of Inspiratory Effort Using Non-invasive Monitoring as a Predictor of Liberation From Invasive Mechanical Ventilation Starting From the Transition Phase to Assisted Spontaneous Ventilation: a Prospective Observational Cohort Study Using Multivariate Joint Modeling and a Bayesian Approach
1 other identifier
observational
120
1 country
1
Brief Summary
This prospective, observational cohort study aims to evaluate whether the dynamic monitoring of a patient's breathing effort can predict successful liberation from invasive mechanical ventilation. The study will include 120 patients who have undergone 36 hours or more of controlled mechanical ventilation and deep sedation. Patient monitoring will commence immediately upon their transition to an assisted spontaneous breathing mode with pressure support. Starting from this clinical milestone, the researchers will track the patients' longitudinal inspiratory effort daily through four specific variables: maximum occlusion pressure, muscle pressure index, flow index via visual waveform inspection, and diaphragmatic thickening fraction via ultrasound. Concurrently, ventilator safety parameters (plateau pressure, driving pressure, transpulmonary pressure, and compliance) will be recorded. The primary outcome is the time from PSV initiation to successful weaning (defined as 72 hours without ventilator support). Clinical events such as death or return to a controlled mode due to PSV failure will be statistically treated as competing risks. Secondary outcomes include the incidence of pneumonia, ICU-acquired weakness, delirium, mortality, and PSV failure. Data will be analyzed using multivariate joint modeling within a Bayesian framework.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Aug 2026
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
August 4, 2026
CompletedFirst Submitted
Initial submission to the registry
September 15, 2026
CompletedFirst Posted
Study publicly available on registry
September 24, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 30, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
August 30, 2027
September 24, 2026
September 1, 2026
1.1 years
September 15, 2026
September 20, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (4)
Daily Inspiratory Effort: diaphragmatic thickening fraction.
Non-invasive monitoring of patient inspiratory effort performed daily starting from the initiation of pressure support ventilation using diaphragmatic thickening fraction measured via ultrasound. Unit of measure: percentage (%).
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
Daily Inspiratory Effort: pressure muscle index
Non-invasive monitoring of patient inspiratory effort performed daily starting from the initiation of pressure support ventilation using the pressure muscle index measured in the mechanical ventilator during an end-inspiratory occlusion maneuver. Unit of measure: centimeters of water
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
Daily Inspiratory Effort: maximum occlusion pressure
Non-invasive monitoring of patient inspiratory effort performed daily starting from the initiation of pressure support ventilation using the maximum occlusion pressure measured in the mechanical ventilator during an end-espiratory occlusion maneuver. Unit of measure: centimeters of water
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
Daily Inspiratory Effort: flow index
Non-invasive monitoring of patient inspiratory effort performed daily starting from the initiation of pressure support ventilation using a qualitative evaluation by analyzing the airway flow waveform on the mechanical ventilator. The profile is categorized daily as positive (presence of effort) or negative (absence of effort). For reporting and analytical purposes, this qualitative assessment is coded as a binary scale where 0 indicates a negative flow index and 1 indicates a positive flow index. Individual daily data trajectories will be analyzed using a Bayesian joint model. Unit of measure: score on a scale, where 0 represents negative flow index and 1 represents a positive flow index
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
Secondary Outcomes (5)
incidence of Ventilator-Associated Pneumonia
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
incidence of Intensive Care Unit-Acquired Weakness
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
incidence of delirium
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
incidence of mortality
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, return to a controlled ventilation mode for more than 6 hours, death or tracheostomy, assessed up to 28 days.
Return to controlled mode of mechanical ventilation
Measured daily from the initiation of pressure support ventilation until the occurrence of successful liberation from mechanical ventilation, death or tracheostomy, assessed up to 28 days.
Eligibility Criteria
Adult patients admitted to Intensive Care Unit who require invasive mechanical ventilation due to any cause with 36 hours or more with a controlled mode of mechanical ventilation and deep sedation
You may qualify if:
- years old or more.
- Patients undergoing invasive mechanical ventilation for any cause under a controlled ventilation mode for more than 36 hours.
- Attending physician's decision to initiate pressure support ventilation according to standard clinical practice.
You may not qualify if:
- Pregnancy.
- Degenerative neuromuscular disease (e.g., amyotrophic lateral sclerosis, congenital myopathies).
- Air leak/fistula that prevents breathing-pause maneuvers.
- Diaphragmatic paralysis.
- Limitation of life-sustaining treatment in case of weaning failure.
- Conditions preventing follow-up up to 72 hours after liberation from mechanical ventilation.
- Use of neuromuscular blocking agents within the last 24 hours.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Department of Intensive Care Medicine, Hospital Universitario Son Espases
Palma de Mallorca, Balearic Islands, 07120, Spain
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Jacinto Espeleta Hernández, MD
Hospital Son Espases
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Target Duration
- 28 Days
- Sponsor Type
- OTHER GOV
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Attending physician of critical care medicine
Study Record Dates
First Submitted
September 15, 2026
First Posted
September 24, 2026
Study Start
August 4, 2026
Primary Completion (Estimated)
August 30, 2027
Study Completion (Estimated)
August 30, 2027
Last Updated
September 24, 2026
Record last verified: 2026-09
Data Sharing
- IPD Sharing
- Will not share
individual participant data will not be share outside the core research team to ensure strict patient confidentiality and comply with local data protection regulations