Related Experiment Video
Updated: Oct 26, 2026

Drug-Induced Sleep Endoscopy (DISE) with Target Controlled Infusion (TCI) and Bispectral Analysis in Obstructive Sleep Apnea
Published on: December 6, 2016
Muscular Response in Sleep-Disordered Breathing Patients: New Methods of Assessment and Measurement
Ruggero Campisi1, Ilaria Falco1, Giannicola Iannella2
1GVM Care & Research, San Pier Damiano Hospital, Via Portisano 1, 48018 Faenza, Italy.
Background:
Obstructive sleep apnea (OSA) is a heterogeneous disorder influenced by both anatomical collapsibility and non-anatomical factors, such as neuromuscular response. Identifying these traits through simplified clinical surrogates is crucial for personalized precision medicine.
Methods:
This exploratory retrospective study evaluated 207 home polygraphy recordings of Italian patients to assess sleep-stage-specific Apnea-Hypopnea Index (REM vs. NREM AHI) as a clinical surrogate indicator of the balance between anatomical collapsibility and neuromuscular compensation. Patients were stratified by severity into simple snorers (AHI < 5 events/h), mild OSA (AHI 5-15 events/h), and severe OSA (AHI > 30 events/h). REM and NREM AHI values were compared and correlated with Apnea Index (AI), Hypopnea Index (HI), body mass index (BMI), and cumulative nocturnal desaturation indices (CT < 90% and T < 90 min).
Results:
In non-severe patients (simple snorers and mild OSA), REM AHI was significantly higher than NREM AHI (REM/NREM ratio > 1), suggesting relative neuromuscular protection during NREM sleep. Conversely, in severe OSA patients, the REM/NREM ratio progressively decreased and approached unity, with NREM AHI prevailing. Furthermore, NREM predominance was significantly associated with a higher AI and a worse cumulative desaturation indicating a globally more severe disease.
Conclusions:
A predominance of REM AHI characterizes milder OSA presentations with effective NREM muscular compensation, whereas NREM predominance aligns with an anatomically dominant, severe phenotype. Decomposing AHI into REM and NREM components provides a practical, readily available clinical surrogate to estimate the anatomy-neuromuscular balance and guide PALM-oriented personalized treatments.
Related Concept Videos
Assessment of Airway, Skin Color, and Use of Accessory Muscles
Introduction
The initial evaluation of a patient's respiratory system...
Physical Assessment of the Respiratory Tract II: Inspection
Chest Configuration
The chest configuration can...
Sleep Apnea
The condition is more prevalent among...
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:
Respiratory Volumes and Capacities I
Alterations in Respiration II
In Biot's breathing, the respiratory rate and depth are irregular, alternating between periods of deep gasping and apnea. Common causes include...

