| Literature DB >> 30742884 |
Julie Lasselin1, Michael Ingre2, Christina Regenbogen3, Mats J Olsson2, Maria Garke2, Mia Brytting4, Rachel Edgar5, Mats Lekander1, John Axelsson6.
Abstract
There is strong experimental support that infections increase the drive for sleep in animals, and it is widely believed that more sleep is part of an adaptive immune response. While respiratory infections (RI) are very prevalent in humans, there is a striking lack of systematic knowledge on how it affects sleep. We recruited 100 people, among whom 28 became sick with an RI during the study period (fulfilling criteria for influenza-like illness, ILI, or acute respiratory infection, ARI). We measured sick participants' sleep at home, both objectively (actigraphy) and subjectively (diary ratings), for one week as well as four weeks later when healthy. During the week with RI, people spent objectively longer time in bed and had a longer total sleep time compared to the healthy week. During the infection, participants also had more awakenings, but no significant differences in sleep latency or sleep efficiency. While sick, people also reported increased difficulties falling asleep, worse sleep quality, more restless sleep and more shallow sleep, while they did not report sleep to be less sufficient. Most problems occurred at the beginning of the sickness week, when symptoms were strong, and showed signs of recovery thereafter (as indicated by interactions between condition and day/night of data collection for all the 10 sleep outcomes). The degree of symptoms of RI was related to a worse sleep quality and more restless sleep, but not to any of the objective sleep outcomes or the other subjective sleep variables. Having a higher body temperature was not significantly related to any of the sleep variables. This study suggests that having a respiratory infection is associated with spending more time in bed and sleeping longer, but also with more disturbed sleep, both objectively and subjectively. This novel study should be seen as being of pilot character. There is a need for larger studies which classify pathogen type and include baseline predictors, or that manipulate sleep, in order to understand whether the sleep alterations seen during infections are adaptive and whether sleep interventions could be used to improve recovery from respiratory infections.Entities:
Keywords: Fever; Respiratory infections; Sickness symptoms; Sleep; Sleep disturbances
Mesh:
Year: 2019 PMID: 30742884 PMCID: PMC7127143 DOI: 10.1016/j.bbi.2019.02.006
Source DB: PubMed Journal: Brain Behav Immun ISSN: 0889-1591 Impact factor: 7.217
Effects of having a respiratory infection (RI) and of days with infection on body temperature and symptoms of sickness. The left part concerns the effects of condition and weekdays, and the right part the effects of condition and days with infection/being healthy.
| Fixed effects | Mixed effects ANOVA (Effect of condition and weekday) | Fixed effects | Mixed effects ANOVA (Effect of condition and days with infection/being healthy) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Body temperature | Symptoms | Body temperature | Symptoms | ||||||||||
| F | p-value | F | p-value | F | p-value | F | p-value | ||||||
| Condition | 1.4 | 0.248 | 102.04 | <0.001 | *** | Condition | 1.29 | 0.267 | 106.11 | <0.001 | *** | ||
| Weekday | 3.6 | 0.002 | ** | 0.47 | 0.829 | Days | 1.85 | 0.093 | 21.16 | <0.001 | *** | ||
| Time of day | 9.75 | 0.004 | ** | 0.22 | 0.643 | Time of day | 8.41 | 0.007 | ** | 0.17 | 0.680 | ||
| Condition: | 0.62 | 0.713 | 1.35 | 0.232 | Condition: | 1.35 | 0.234 | 45.97 | <0.001 | *** | |||
| Condition: | 0.46 | 0.500 | 1.04 | 0.308 | Days: | 0.51 | 0.804 | 0.38 | 0.890 | ||||
| Weekday: | 2.25 | 0.038 | * | 0.76 | 0.601 | Condition: | 0.97 | 0.326 | 2.78 | 0.096 | |||
| Condition: | 0.87 | 0.518 | 0.86 | 0.526 | Condition: | 1.59 | 0.149 | 1.61 | 0.143 | ||||
| Random effects | SD | N | SD | N | Random effects | SD | N | SD | N | ||||
| Condition: Subjects | 0.165 | 54 | 1.776 | 54 | Condition: Subjects | 0.168 | 54 | 1.798 | 54 | ||||
| Weekday: Subjects | 0.063 | 196 | 0.802 | 196 | Days: Subjects | 0.059 | 196 | 0.841 | 196 | ||||
| Time of day: Subjects | 0.127 | 56 | 0.151 | 56 | Time of day: Subjects | 0.128 | 56 | 0.499 | 56 | ||||
| Subjects | 0.242 | 28 | 0.540 | 28 | Subjects | 0.241 | 28 | 0.523 | 28 | ||||
| Residual | 0.305 | 703 | 2.437 | 708 | Residual | 0.307 | 703 | 1.753 | 708 | ||||
The ANOVAs include the fixed effects of condition (period with RI vs healthy period), time of day (morning and evening), and weekday effects (in the left panel) and days with sickness or being healthy (in the right panel). The weekday effect is added as a factor to account for that subjects got sick at different days of the week. P-values have been calculated using Kenward-Roger adjusted denominator degrees of freedoms.
Fig. 1Sickness symptoms and body temperature during a respiratory infection and when healthy. Observed means ± SEM, separately for evening and morning measures. Left panels show data plotted against number of nights with sickness (and matched with the same day of week for the healthy condition) and right panels show data plotted against day of week for A) sickness symptoms and B) body temperature. See Table 1 for detailed statistics.
Effect of having a respiratory infection (RI) on subjective and objective sleep.
| Outcome | Fixed effects | Random effects | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Condition | Weekday | Condition: | Condition: | Weekday: | Subjects | Residual | ||||||||||
| F | p | F | p | F | p | SD | N | SD | N | SD | N | SD | N | |||
| Difficulty falling asleep | 4.53 | 0.043 | * | 3.78 | 0.002 | ** | 1.08 | 0.375 | 0.00 | 54 | 0.12 | 195 | 0.41 | 28 | 0.97 | 351 |
| Sleep quality | 6.60 | 0.016 | * | 2.55 | 0.022 | * | 0.38 | 0.893 | 0.17 | 54 | 0.23 | 196 | 0.42 | 28 | 0.89 | 352 |
| Restless sleep | 9.06 | 0.006 | ** | 2.18 | 0.048 | * | 1.66 | 0.129 | 0.16 | 54 | 0.42 | 196 | 0.43 | 28 | 0.80 | 352 |
| Sufficient sleep | 0.23 | 0.635 | 3.76 | 0.002 | ** | 0.84 | 0.536 | 0.25 | 54 | 0.00 | 196 | 0.46 | 28 | 0.90 | 352 | |
| Sleep depth | 6.55 | 0.017 | * | 1.84 | 0.094 | 0.51 | 0.802 | 0.00 | 54 | 0.27 | 196 | 0.39 | 28 | 0.68 | 353 | |
| Time in bed | 9.21 | 0.006 | ** | 3.25 | 0.005 | ** | 0.62 | 0.711 | 0.21 | 49 | 0.00 | 182 | 0.65 | 28 | 1.21 | 294 |
| Sleep latency | 0.17 | 0.686 | 0.19 | 0.979 | 0.36 | 0.902 | 8.14 | 49 | 0.00 | 182 | 6.02 | 28 | 15.03 | 294 | ||
| Awakening frequency | 8.45 | 0.008 | ** | 2.95 | 0.010 | ** | 0.73 | 0.628 | 0.01 | 49 | 0.00 | 182 | 0.02 | 28 | 0.02 | 294 |
| Total sleep time | 7.93 | 0.010 | * | 3.24 | 0.005 | ** | 0.59 | 0.742 | 0.00 | 49 | 0.00 | 182 | 0.44 | 28 | 1.13 | 294 |
| Sleep efficiency | 0.09 | 0.726 | 0.61 | 0.726 | 0.49 | 0.816 | 2.89 | 49 | 0.00 | 182 | 2.19 | 28 | 4.69 | 294 | ||
The ANOVAS include the fixed effects of condition (period with RI vs healthy period) and weekday effects. The weekday is added as a factor to account for that subjects got sick at different days of the week. P-values have been calculated using Kenward-Roger adjusted denominator degrees of freedoms. SD = Standard deviation. Sleep efficiency = total sleep time/time in bed.
Fig. 2Subjective sleep during a respiratory infection and when healthy. Observed means ± SEM. Left panels show data plotted against number of nights with sickness (and matched with the same day of week for the healthy condition) and right panels show data plotted against day of week for A) difficulties falling asleep, B) sleep quality, C) restless sleep, D) sufficient sleep, E) sleep depth. See Table 2 (for the right panels) and Table 4 (for the left panels) for detailed statistics.
Correlations between specific responses to having a respiratory infection (RI).
| Variables | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Symptoms | ||||||||||
| 2 | Body temperature | 0.10 | |||||||||
| 3 | Sleep quality | −0.03 | |||||||||
| 4 | Restless sleep | 0.23 | |||||||||
| 5 | Sufficient sleep | 0.20 | 0.09 | −0.03 | 0.30 | ||||||
| 6 | Sleep depth | −0.27 | 0.04 | −0.18 | |||||||
| 7 | Time in bed | 0.40 | 0.09 | 0.08 | 0.17 | −0.26 | |||||
| 8 | Sleep latency | −0.10 | −0.10 | 0.25 | 0.22 | −0.12 | −0.13 | 0.40 | |||
| 9 | Awakenings | 0.08 | 0.33 | −0.01 | −0.21 | 0.26 | 0.21 | ||||
| 10 | Sleep efficiency | −0.10 | −0.27 | 0.19 | 0.05 | 0.25 | −0.28 |
Subject-specific responses to RI are empirical bayes estimates of the condition: subjects random effect (Table 1, Table 2). Bold type face indicates p < 0.05. There were no observed subject specific responses for the variable “difficulties falling asleep” and “total sleep time”, which were excluded from this analysis.
Effect of days having a respiratory infection (RI) on subjective and objective sleep.
| Outcomes | Fixed effects | Random effects | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Days | Condition | Condition: | Days: | Condition: | Subjects | Residual | |||||||||||
| F | p | F | p | F | p | SD | N | SD | N | SD | N | SD | N | ||||
| Difficulty falling asleep | 1.39 | 0.221 | 4.73 | 0.039 | * | 2.13 | 0.048 | * | 0.16 | 195 | 0.00 | 54 | 0.41 | 28 | 0.98 | 351 | |
| Sleep quality | 3.86 | 0.001 | ** | 5.39 | 0.028 | * | 5.32 | <0.001 | *** | 0.19 | 196 | 0.17 | 54 | 0.42 | 28 | 0.87 | 352 |
| Restless sleep | 2.24 | 0.042 | * | 9.03 | 0.006 | ** | 3.17 | 0.005 | ** | 0.38 | 196 | 0.10 | 54 | 0.44 | 28 | 0.82 | 352 |
| Sufficient sleep | 1.97 | 0.073 | 0.31 | 0.584 | 4.59 | <0.001 | *** | 0.00 | 196 | 0.25 | 54 | 0.46 | 28 | 0.90 | 352 | ||
| Sleep depth | 3.03 | 0.008 | ** | 6.25 | 0.019 | * | 5.43 | <0.001 | *** | 0.26 | 196 | 0.00 | 54 | 0.39 | 28 | 0.67 | 353 |
| Time in bed | 0.80 | 0.570 | 9.16 | 0.006 | *** | 8.29 | <0.001 | *** | 0.00 | 182 | 0.19 | 49 | 0.65 | 28 | 1.20 | 294 | |
| Sleep latency | 1.62 | 0.145 | 0.08 | 0.779 | 2.95 | 0.008 | ** | 0.00 | 182 | 7.97 | 49 | 6.12 | 28 | 14.70 | 294 | ||
| Awakening frequency | 0.62 | 0.711 | 6.79 | 0.016 | * | 3.46 | 0.002 | ** | 0.00 | 182 | 0.01 | 49 | 0.02 | 28 | 0.02 | 294 | |
| Total sleep time | 0.82 | 0.558 | 6.89 | 0.016 | * | 8.02 | <0.001 | *** | 0.00 | 182 | 0.00 | 49 | 0.45 | 28 | 1.12 | 294 | |
| Sleep efficiency | 0.37 | 0.897 | 0.27 | 0.609 | 2.26 | 0.037 | * | 0.00 | 182 | 2.94 | 49 | 2.08 | 28 | 4.68 | 294 | ||
The ANOVAS include the fixed effects of condition (sickness period vs. healthy period) and days with sickness or being healthy. P-values have been calculated using Kenward-Roger adjusted denominator degrees of freedoms. SD = Standard deviation. Sleep efficiency = total sleep time/time in bed.
Fig. 3Objective sleep during a respiratory infection and when healthy. Observed means ± SEM. Left panels show data plotted against number of nights with sickness (and matched with the same day of week for the healthy condition) and right panels show data plotted against day of week for A) time in bed, B) sleep latency, C) awakenings, D) total sleep time, E) sleep efficiency. See Table 2 (for the right panels) and Table 4 (for the left panels) for detailed statistics.