| Literature DB >> 35177944 |
Eva-Maria Elmenhorst1,2, Daniel Rooney1, Sibylle Benderoth1, Martin Wittkowski1, Juergen Wenzel1, Daniel Aeschbach1,3,4.
Abstract
PURPOSE: Recuperation during sleep on board of commercial long-haul flights is a safety issue of utmost importance for flight crews working extended duty periods. We intended to explore how sleep and blood oxygenation (in wake versus sleep) are affected by the conditions in an airliner at cruising altitude.Entities:
Keywords: EEG sleep power spectra; air travel; altitude; oxygen enrichment; oxygen saturation; polysomnography
Year: 2022 PMID: 35177944 PMCID: PMC8846622 DOI: 10.2147/NSS.S339196
Source DB: PubMed Journal: Nat Sci Sleep ISSN: 1179-1608
Figure 1Study flow detailing participants and protocol.
Impairment of Sleep Quantity and Quality During Simulated Inflight Sleep
| Study 1 | Control Group in Sleep Lab | Experimental Group at Flight Level | |
|---|---|---|---|
| Mean (SE) | Mean (SE) | p-value | |
| Polysomnography | |||
| Total sleep time | 215.3 (2.7 min) | 204.2 (3.0 min) | |
| Sleep efficiency | 85.7 (1.0%) | 73.2 (1.2%) | |
| Sleep onset latency | 19.9 (1.9 min) | 21.6 (2.2 min) | 0.3599 |
| WASO | 8.3 (2.7 min) | 14.8 (3.1 min) | 0.1291 |
| N1 | 11.4 (1.0 min) | 7.2 (1.1 min) | |
| N2 | 89.3 (3.4 min) | 120.4 (3.9 min) | |
| N3 | 71.9 (3.6 min) | 54.2 (4.0 min) | |
| REM | 42.6 (2.8 min) | 22.6 (3.2 min) | |
| Number awakenings | 5.3 (0.6) | 8.0 (0.6) | |
| Number arousals | 20.0 (1.6) | 14.8 (1.8) | |
| Self-Reports | |||
| Sleep depth | 29.6 (5.4 mm) | 45.4 (5.7 mm) | 0.0530 |
| Calmness of sleep | 27.9 (6.0 mm) | 49.5 (6.3 mm) | |
| Recuperation | 61.9 (5.2 mm) | 63.6 (5.5 mm) | 0.8269 |
| Sleepiness | 6.0 (0.4 points) | 5.9 (0.4 points) | 0.9173 |
Notes: Sleep parameters (time in bed 00:00–04:00 h) and self-ratings are from two independent groups; control group data (n=22) from the sleep lab, experimental group data (n=19) from sleep under hypobaric conditions in an altitude chamber corresponding to 2438 m above sea level. Mean values with standard error (SE) and p-values are derived from one-way mixed ANOVAs with baseline sleep parameters in the sleep lab as covariates. Bold font indicates significant differences between groups. Self-reports: 100 mm visual analogue scales (lower values indicate deeper, calmer, and more recuperative sleep); sleepiness: Karolinska Sleepiness Scale (KSS).
Abbreviation: WASO, wake after sleep onset.
Figure 2Relative sleep EEG power spectra comparing the in-flight group to the control group in the sleep lab (mean and standard error). Data are from two independent groups recorded during 4-h sleep episodes (00:00 am - 04:00 am) in an altitude chamber at simulated flight level (ie, atmospheric pressure corresponding to 2438 m above sea level; n=13; black triangles) and in the sleep lab (53 m; n=16, open circles). Power spectra of each individual were referenced to his/her first 4 h of baseline sleep in the sleep lab (gray line at 100%) and then averaged within groups. Significant differences between groups are derived from one-way mixed ANOVAs with baseline EEG power spectra in the sleep lab as covariates (Benjamini Hochberg adjusted) and are indicated with stars (*). The lowest frequency bin was not included in the analyses due to the vulnerability to low frequency artifacts. Upper panel: EEG power spectra in NREM sleep (N2 + N3). Lower panel: EEG power spectra in REM sleep.
Figure 3Comparison of blood oxygenation between the in-flight group and the control group (sleep lab). Data are from two independent groups recorded during 4-h sleep episodes (00:00 am – 04:00 am) in an altitude chamber at simulated flight level (ie, atmospheric pressure corresponding to 2438 m above sea level; n=18) and in the sleep lab (53 m; n=23). Upper panel: oxygen saturation during different sleep stages (mean and standard error). Lower panel: percentage of time (mean and standard error) that participants spent in a hypoxic state (ie, below 90% of oxygen saturation).
Figure 4Blood oxygenation under the four conditions sleep at ground level, sleep at flight level, sleep under oxygen enrichment at flight level and recumbent wakefulness at flight level. Upper panel: mixed model analysis of oxygen saturation (mean and standard error) comparing the four conditions. Significant differences to flight level are displayed (Tukey-Kramer adjustment for multiple comparisons); *** p< 0.001. For clarity of presentation significant differences between recumbent wakefulness and sleep at ground level (p< 0.0001), and recumbent wakefulness and sleep under oxygen enrichment (p< 0.0001) are not displayed. The hypoxia threshold of 90% oxygen saturation is displayed as broken line. Simulated flight level corresponds to 2438 m above sea level. Lower panel: percentage of time (mean and standard error) that participants spent in a hypoxic state (ie, below 90% of oxygen saturation) during different conditions. *** p<0.001.