Related Experiment Video
Updated: May 28, 2026

Monitoring Lung Function with Electrical Impedance Tomography in the Intensive Care Unit
Published on: September 6, 2024
Proportional Assist Ventilation and Respiratory Effort Monitoring During Transition to Spontaneous Breathing
Gustavo Adrián Plotnikow1,2,3, Facundo José Federico Bianchini1,4, Roque Sebastián Moracci1,3,4
1Mr. Plotnikow, Mr. Bianchini, Mr. Moracci, Miss Dominguez, Mr. Torres, Mr. Ramirez, Mr. Brozzi, Mr. González, and Mr. Gogniat are affiliated with the Department of Rehabilitation, Division of Physical Therapy and Respiratory Care, Intensive Care Unit, Hospital Británico de Buenos Aires, Ciudad Autónoma de Buenos Aires, Argentina.
Introduction:
Proportional assist ventilation plus (PAV+) uses a work of breathing bar (WOB-Bar) to provide real-time, noninvasive estimates of patient work of breathing (WOBpt). Although designed to guide titration during the transition to spontaneous ventilation, the clinical accuracy of this tool remains unvalidated against gold-standard measures.
Methods:
This physiological randomized crossover study included 35 subjects weaning from mechanical ventilation. We compared the WOB-Bar against the esophageal pressure-time product (PTPes-min), the pressure drop in the airway during the first 100 ms of an inspiratory effort against an occluded airway (P0.1), and the pressure variation during an end-expiratory occlusion (Pocc) across 3 randomized assistance PAV+ levels (20%, 50%, and 70%). Effort was categorized as low, adequate, or high based on suggested physiological thresholds.
Results:
The WOB-Bar correctly classified effort (relative to PTPes-min) in only 44.5% of cases (95% CI 32.9-56.4%), with a negligible weighted κ of 0.01. Pocc demonstrated the best performance with 66.5% agreement (95% CI 57.9-75%) and a κ of 0.35. A multivariable mixed-effects model (R2 = 0.84) showed that WOBpt (P < .001), P0.1 (P = .040), and Pocc (P = .02) were all independent predictors of PTPes-min. However, despite a positive association between WOBpt and PTPes-min, the categorical WOB-Bar showed limited accuracy and tended to underestimate respiratory effort, particularly in high-effort states. Inter-individual variability accounted for 77.5% of the total variance in respiratory effort.
Conclusions:
The WOB-Bar frequently underestimated effort and was insufficient as a stand-alone tool for PAV+ titration. Airway occlusion maneuvers (Pocc and P0.1) were more reliable indicators of PTPes-min. Since current thresholds are extrapolated from healthy individuals and unvalidated during weaning, these findings are hypothesis generating. Future studies should establish context-appropriate thresholds and evaluate their clinical implications.
Related Concept Videos
Ventilatory Modes
There are three ventilatory modes: full support, partial support, and spontaneous. These are described below.
Full Support Modes
Full support modes include controlled mechanical ventilation, continuous mandatory...
Mechanical Ventilation III: Noninvasive Ventilation
Noninvasive Positive-Pressure Ventilation (NIPPV)
Mechanical Ventilation II: Invasive Ventilation
Negative-Pressure Ventilators
Negative-pressure ventilators create a vacuum around the chest or body to draw air into the lungs, simulating breathing. This method does not require an...
Assessment of Ventilation I: Respiratory Rate
A Ventilation assessment is critical for monitoring a patient's health status. Respiration, one of the most accessible vital signs, provides insights into the function of numerous body systems and can indicate serious health issues, such as brainstem injuries from head trauma.
Critical Guidelines for Assessing Ventilation:
Respiratory Assessment: Purpose and Indications
Objectives and Importance:
The primary goal of respiratory assessment is to evaluate patients at early risk of clinical deterioration. Since respiratory distress often precedes other signs of declining health, breathing patterns and sounds become a...
Assessment of Ventilation II: Respiratory Depth and Rhythm
Respiratory depth measures the volume of air inhaled or exhaled during a breath. It can vary from shallow to deep and typically remains consistent when a person is at rest or asleep. Occasionally, individuals will automatically inhale deeply, known as sighing, which inflates the lungs with more air than normal breathing.
To assess respiratory depth, observe the degree of chest excursion or movement:
