| Literature DB >> 24282197 |
Gregory D Roach1, Walter F Schmidt, Robert J Aughey, Pitre C Bourdon, Rudy Soria, Jesus C Jimenez Claros, Laura A Garvican-Lewis, Martin Buchheit, Ben M Simpson, Kristal Hammond, Marlen Kley, Nadine Wachsmuth, Christopher J Gore, Charli Sargent.
Abstract
BACKGROUND: Altitude exposure causes acute sleep disruption in non-athletes, but little is known about its effects in elite athletes. The aim of this study was to examine the effects of altitude on two groups of elite athletes, that is, sea-level natives and high-altitude natives.Entities:
Keywords: Altitude; Elite performance; Physiology; Soccer
Mesh:
Year: 2013 PMID: 24282197 PMCID: PMC3903309 DOI: 10.1136/bjsports-2013-092843
Source DB: PubMed Journal: Br J Sports Med ISSN: 0306-3674 Impact factor: 13.800
Figure 1Sleep study protocol. The figure indicates when the teams were at near sea level (SL) and high altitude (HA); when daytime matches (D) and night-time matches (N) occurred between the teams; and when the Australians (AU) and Bolivians (BO) collected sleep data (X).
Figure 2Example of one participant's sleep diary and activity monitor data for each day/night of the study. Black vertical bars represent activity counts recorded in 1-min epochs; grey horizontal bars represent time in bed; hatched horizontal bars represent soccer matches between the two teams.
Sleep characteristics for sea-level natives and high-altitude natives
| Variable | Sea-level natives (Australians, n=14) | High-altitude natives (Bolivians, n=12) | ||||
|---|---|---|---|---|---|---|
| Sleep type (mean (±SD)) | Sleep type (mean (±SD)) | |||||
| Sea level (average) | High altitude (acute) | High altitude (average) | Sea level (average) | High altitude (acute) | High altitude (average) | |
| Time in bed (h) | 9.2 (±0.8) | 8.8 (±1.0) | 9.1 (±0.7) | 7.8 (±0.6) | 8.0 (±0.8) | 8.4 (±1.1) |
| Sleep onset (hh:mm) | 23:40 (±0:47) | 23:57 (±0:38) | 00:02 (±0:46) | 00:24 (±0:38) | 00:17 (±0:31) | 00:21 (±0:42) |
| Sleep offset (hh:mm) | 08:25 (±0:37) | 08:13 (±0:45) | 08:28 (±0:34) | 07:40 (±0:23) | 07:50 (±0:40) | 08:21 (±0:68) |
| Total sleep time (h) | 7.0 (±0.5) | 6.1 (±0.7) | 6.5 (±0.7) | 5.7 (±0.7) | 5.9 (±0.9) | 6.4 (±1.0) |
| Cumulative sleep time (h) | 7.0 (±0.5) | 6.1 (±0.7) | 6.5 (±0.7) | 5.7 (±0.7) | 5.9 (±0.9) | 6.4 (±1.0) |
| Sleep efficiency (%) | 80 (±3) | 75 (±5) | 77 (±5) | 78 (±6) | 78 (±8) | 80 (±6) |
| Move and Frag Index | 25 (±6) | 30 (±8) | 29 (±7) | 24 (±8) | 26 (±10) | 24 (±8) |
| Subjective sleep quality | 3.8 (±0.7) | 2.8 (±0.6) | 3.8 (±0.6) | 3.9 (±0.6) | 4.2 (±0.4) | 4.3 (±0.4) |
Measures of sleep quantity and sleep quality for the Australians and Bolivians for (1) an average sleep at near sea level (based on the last two nights at near sea level), (2) the first sleep at high altitude and (3) an average sleep at high altitude (based on the last four nights that the Bolivians collected data).
Comparison of sleep characteristics on match days and non-match days
| Variable | Day type (mean (±SD)) | Difference (effect size (±90% CI)) | ||||
|---|---|---|---|---|---|---|
| No match | Day match | Night match | Day match vs no match | Night match vs no match | Night match vs day match | |
| Time in bed (h) | 9.0 (±0.4) | 9.3 (±1.2) | 9.0 (±1.0) | 0.2 (±0.6) | 0.0 (±0.4) | −0.2 (±0.5) |
| Sleep onset (hh:mm) | 23:50 (±0:29) | 00:10 (±0:75) | 23:44 (±0:28) | 0.3 (±0.7) | −0.1 (±0.3) | −0.5 (±0.6) |
| Sleep offset (hh:mm) | 08:14 (±0:30) | 08:10 (±0:53) | 08:11 (±0:51) | −0.1 (±0.3) | −0.1 (±0.4) | 0.0 (±0.3) |
| Total sleep time (h) | 6.5 (±0.3) | 6.2 (±1.0) | 6.7 (±1.0) | −0.4 (±0.6) | 0.2 (±0.5) | 0.5 (±0.5) |
| Cumulative sleep time (h) | 6.6 (±0.4) | 6.2 (±1.0) | 6.7 (±1.0) | −0.5 (±0.6) | 0.1 (±0.4) | 0.5 (±0.5) |
| Sleep efficiency (%) | 77 (±3) | 78 (±4) | 79 (±3) | 0.3 (±0.6) | 0.6 (±0.7) | 0.3 (±0.9) |
| Move and Frag Index | 29 (±5) | 28 (±6) | 25 (±7) | −0.2 (±0.4) | −0.7 (±0.7) | −0.5 (±0.7) |
| Subjective sleep quality | 3.7 (±0.4) | 3.7 (±0.6) | 3.4 (±0.5) | −0.1 (±0.6) | −0.7 (±0.7) | −0.5 (±0.8) |
| Time in bed (h) | 7.9 (±0.3) | 8.5 (±0.7) | 8.3 (±0.6) | 0.9 (±0.5) | 0.6 (±0.5) | −0.2 (±0.6) |
| Sleep onset (hh:mm) | 00:28 (±0:17) | 00:13 (±0:32) | 23:56 (±0:25) | −0.5 (±0.5) | −1.1 (±0.5) | −0.5 (±0.7) |
| Sleep offset (hh:mm) | 07:49 (±0:18) | 08:20 (±0:46) | 07:51 (±0:42) | 0.7 (±0.5) | 0.0 (±0.5) | −0.5 (±0.5) |
| Total sleep time (h) | 5.7 (±0.5) | 6.4 (±0.7) | 6.0 (±0.9) | 0.8 (±0.4) | 0.4 (±0.4) | −0.4 (±0.4) |
| Cumulative sleep time (h) | 5.7 (±0.5) | 6.5 (±0.9) | 6.0 (±0.9) | 0.9 (±0.5) | 0.4 (±0.4) | −0.5 (±0.4) |
| Sleep efficiency (%) | 77 (±4) | 79 (±5) | 76 (±6) | 0.3 (±0.3) | −0.2 (±0.4) | −0.4 (±0.3) |
| Move and Frag Index | 26 (±5) | 24 (±8) | 26 (±7) | −0.3 (±0.4) | 0.0 (±0.5) | 0.2 (±0.6) |
| Subjective sleep quality | 3.8 (±0.3) | 4.3 (±0.6) | 4.0 (±0.0) | 0.4 (±0.4) | 0.2 (±0.4) | −0.3 (±0.7) |
Measures of sleep quantity and sleep quality for the Australians and Bolivians for days on which the teams competed in no match, a day match and a night match. Comparisons between the measures for each type of day are presented as standardised differences (ie, effect size with 90% CI). The likelihood that an observed difference was a true difference is indicated by ‘L’ if likely (ie, 75–95%) and ‘V’ if very likely (ie, 95–99%).
Figure 3Variables related to the quantity and quality of sleep obtained by the Australians (n=14, closed circles) and Bolivians (n=12, open circles). Each of the panels A–H contains data related to a single variable, presented as mean±SD. At the top of each panel, the likelihood that an observed effect was a true effect is indicated by ‘L’ if likely (ie, 75–95%), ‘V’ if very likely (ie, 95–99%) and ‘C’ if almost certainly (ie, >99%). Effects are related to comparisons between (1) the last five sleeps at sea level and the first sleep at sea level (for the Australians (AU) and Bolivians (BO)); (2) all sleeps at high altitude and baseline sleep at near sea level (for the Australians (AU) and Bolivians (BO)) and (3) all sleeps for the Australians and all sleeps for the Bolivians (AU vs BO). Above the x-axis of each panel, nights that were immediately preceded by a soccer match are labelled with ‘D’ for daytime matches and ‘N’ for night-time matches.