A novel method to quantify breathing effort from respiratory mechanics and esophageal pressure.
Laura K GellKaren J ReynoldsR Doug McEvoyDuc Phuc NguyenPeter G CatchesidePublished in: Journal of applied physiology (Bethesda, Md. : 1985) (2024)
Breathing effort is important to quantify to understand mechanisms underlying central and obstructive sleep apnea, respiratory-related arousals, and the timing and effectiveness of invasive or noninvasive mechanically assisted ventilation. Current quantitative methods to evaluate breathing effort rely on inspiratory esophageal or epiglottic pressure swings or changes in diaphragm electromyographic (EMG) activity, where units are problematic to interpret and compare between individuals and to measured ventilation. This paper derives a novel method to quantify breathing effort in units directly comparable with measured ventilation by applying respiratory mechanics first principles to convert continuous transpulmonary pressure measurements into "attempted" airflow expected to have arisen without upper airway obstruction. The method was evaluated using data from 11 subjects undergoing overnight polysomnography, including six patients with obesity with severe obstructive sleep apnea (OSA), including one who also had frequent central events, and five healthy-weight controls. Classic respiratory mechanics showed excellent fits of airflow and volume to transpulmonary pressures during wake periods of stable unobstructed breathing (means ± SD, r 2 = 0.94 ± 0.03), with significantly higher respiratory system resistance in patients compared with healthy controls (11.2 ± 3.3 vs. 7.1 ± 1.9 cmH 2 O·L -1 ·s, P = 0.032). Subsequent estimates of attempted airflow from transpulmonary pressure changes clearly highlighted periods of acute and prolonged upper airway obstruction, including within the first few breaths following sleep onset in patients with OSA. This novel technique provides unique quantitative insights into the complex and dynamically changing interrelationships between breathing effort and achieved airflow during periods of obstructed breathing in sleep. NEW & NOTEWORTHY Ineffective breathing efforts with snoring and obstructive sleep apnea (OSA) are challenging to quantify. Measurements of esophageal or epiglottic pressure swings and diaphragm electromyography are useful, but units are problematic to interpret and compare between individuals and to measured ventilation. This paper derives a novel method that uses esophageal pressure and respiratory mechanics first principles to quantify breathing effort as "attempted" flow and volume in units directly comparable with measured airflow, volume, and ventilation.
Keyphrases
- obstructive sleep apnea
- positive airway pressure
- respiratory failure
- mechanical ventilation
- physical activity
- sleep apnea
- systematic review
- respiratory tract
- body mass index
- end stage renal disease
- high resolution
- intensive care unit
- insulin resistance
- metabolic syndrome
- electronic health record
- chronic kidney disease
- hepatitis b virus
- depressive symptoms
- weight gain
- machine learning
- early onset
- artificial intelligence
- peritoneal dialysis
- acute respiratory distress syndrome
- sleep quality
- deep learning
- data analysis