Sleep

Dynamics of Sleep Architecture and Nocturnal Oxygen Saturation During Acclimatization at Intermediate Altitude: A Longitudinal Observational Study in Elite Athletes.

TL;DR

At intermediate altitude (2100 m), nocturnal SpO2 and heart rate show sleep-stage-specific dynamics, so acclimatization is not uniform across sleep stages, and wearable EEG-oximetry offers an ecologically valid index of central nervous system acclimatization.

Key Findings

Total sleep time was unchanged during the altitude camp despite altitude exposure.

  • Average total sleep time was 429 ± 47 min (mean ± SD).
  • It did not change during AltitudeCamp (p = 0.939).
  • Seventeen mogul-ski athletes (seven women) were studied in Tignes, France (2100 m) in June 2025 after travelling from Montréal.

Sleep architecture shifted across the first week at altitude: %N3 decreased and %REM increased, both logarithmically.

  • %N3 decreased logarithmically (β = -2.35 ± 0.72 %/ln(night), p = 0.002).
  • %REM increased logarithmically (β = 3.13 ± 0.88 %/ln(night), p < 0.001).
  • No changes were found in %Wake, %N1, or %N2.
  • Data came from 6 nights in the first week plus the last night, using an EEG headband scored on 30-second epochs.

Nocturnal SpO2 was lower at altitude than in normoxia.

  • SpO2 was 95.2 ± 0.3% during AltitudeCamp versus 98 ± 0.4% in normoxia (p < 0.001).
  • Measurements used a validated ring pulse oximeter, synchronized with EEG sleep staging.

Overnight heart rate was higher at altitude than the habitual normoxic value.

  • Overnight HR was 7 ± 2 bpm higher than the habitual 58 ± 3 bpm observed in normoxia (p = 0.005).

SpO2 recovery over the first week was stage specific, with faster recovery in N1 and REM than in Wake.

  • Wake SpO2 increased by 0.13 ± 0.01 percentage points per night (p < 0.001).
  • N1 recovery was faster: 0.19 ± 0.02 percentage points/night (p = 0.006).
  • REM recovery was faster: 0.23 ± 0.01 percentage points/night (p < 0.001).
  • N2 and N3 did not differ from Wake.

Heart rate decline across nights also differed by sleep stage.

  • HR declined by 0.79 bpm/night during Wake, similar to N3 (p = 0.26).
  • The decline was larger in Wake than in N1 (p = 0.024) and REM (p < 0.001).
  • In N2, HR did not evolve during the first week at altitude.

The authors conclude that acclimatization is not uniform across sleep stages and that the first 2 nights may capture the most rapid adjustments.

  • This held despite similar total sleep duration.
  • Sleep is proposed as a heterogeneous, ecologically valid index of CNS acclimatization.
  • Wearable EEG-oximetry can monitor it longitudinally.

What This Means

This study followed 17 elite mogul skiers (seven women) during a two-week training camp at 2100 m in the French Alps. During the first week and on the last night, the athletes wore a ring that measured blood oxygen levels and a headband that recorded brain activity to identify sleep stages. Total sleep time stayed about the same (around 7 hours), but the make-up of sleep changed. Over the first week, deep sleep (N3) decreased and REM sleep increased. Oxygen levels during sleep were lower than at sea level (about 95% versus 98%), and heart rate overnight was about 7 beats per minute higher. Over the first week, oxygen levels rose and heart rate fell, but at different rates depending on the sleep stage; oxygen recovered faster in light sleep (N1) and REM sleep than during wakefulness. This research suggests that adapting to moderate altitude does not happen evenly across the night, and that the first two nights may show the quickest changes. The findings may help in using wearable sleep and oxygen trackers to monitor how athletes adjust to altitude. The study was observational and small, in elite athletes only, so it cannot show that these patterns apply to other people.

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Citation

Varesco G, Van Cutsem J, Pattyn N, Bourrel N, Bieuzen F, Simonelli G. (2026). Dynamics of Sleep Architecture and Nocturnal Oxygen Saturation During Acclimatization at Intermediate Altitude: A Longitudinal Observational Study in Elite Athletes.. Journal of integrative neuroscience. https://doi.org/10.31083/JIN52881