Sleep Apnea
Conditions
Keywords
Sleep apnea hypopnea syndrome, Autonomic nervous system, Cardiac variability, Automatic detection, Machine Learning
Brief summary
The main objective of this study is to compare the different variations of the cardiac variability index measured thanks to the technique developed by the CIC-IT between subjects with severe SAS and healthy subjects with sleep pathology. In a first step, these two groups will be compared in REM sleep phase because it is the period during which the risk of sleep apnea syndrome is the highest. In a second step, the same methodology will be applied for the other sleep phases and correlations will be established with the other markers of cardiac variability (HRV) already known. This will allow to validate a reliable method of screening for SAS that is more accessible in ambulatory settings by means of a machine learning system based on artificial intelligence
Interventions
None listed
Sponsors
Study design
Eligibility
Inclusion criteria
* Group healthy subjects - 1): absence of sleep disorder referenced in the ICSD-3. * Epworth Sleep Scale \< 11 * Pittsburgh Quality Sleep Index \< 6 * Berlin Questionnaire: \< 2 positive categories * STOP BANG \<3 * HADS normal * No RLS * Group 2 (subjects with severe SAS - 2): AHI \> 30/h obstructive
Exclusion criteria
Non-inclusion criteria: * Cardiac rhythm disorder * Neurological or psychiatric pathology impacting on ANS * Control group (healthy subjects - 1) * Complaint of sleep disorder * Known sleep disorder * Experimental group (subjects with severe SAS - 2): o Associated sleep pathology at diagnosis of severe SAS * Administrative reasons: * Unable to receive informed information, * Unable to participate in the entire study * Lack of social security coverage * Refusal to sign consent
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Ability of the high frequency variability index (HFVI) measured in REM sleep phase to differentiate subjects with severe SAS and healthy subjects with sleep pathology | Baseline (The day of the polysomnography ) |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Mean value of the IVHF in the other sleep stages (N1, N2 and N3) | Baseline (The day of the polysomnography ) | Variations of the IVHF between subjects with severe SAS and healthy subjects for the other sleep stages |
| Mean value of other VFC variables in the different sleep stages (REM, N1, N2 and N3) | Baseline (The day of the polysomnography ) | Variations of the other markers of cardiac variability between subjects with severe SAS and healthy subjects for all sleep phases |
| Total score and sub-score of the SCOPA-AUT questionnaire (between 0-69), with the possibility of analysis of the different sub-scores. | Baseline (The day of the polysomnography ) | Variation of other nervous system components by standardized questionnaire between a group with severe SAS and a group of control subjects |
Countries
France