| Literature DB >> 31852958 |
Nils Henrik Holmedahl1, Odd-Magne Fjeldstad2, Harald Engan2, Ingvild West Saxvig3, Janne Grønli4.
Abstract
Obstructive sleep apnea (OSA) worsens outcomes in Chronic Obstructive Pulmonary Disease (COPD), and reduced sleep quality is common in these patients. Thus, objective sleep monitoring is needed, but polysomnography (PSG) is cumbersome and costly. The WatchPAT determines sleep by a pre-programmed algorithm and has demonstrated moderate agreement with PSG in detecting sleep stages in normal subjects and in OSA patients. Here, we validated WatchPAT against PSG in COPD patients, hypothesizing agreement in line with previous OSA studies. 16 COPD patients (7 men, mean age 61 years), underwent simultaneous overnight recordings with PSG and WatchPAT. Accuracy in wake and sleep staging, and concordance regarding total sleep time (TST), sleep efficiency (SE), and apnea hypopnea index (AHI) was calculated. Compared to the best fit PSG score, WatchPAT obtained 93% sensitivity (WatchPAT = sleep when PSG = sleep), 52% specificity (WatchPAT = wake when PSG = wake), 86% positive and 71% negative predictive value, Cohen's Kappa (κ) = 0.496. Overall agreement between WatchPat and PSG in detecting all sleep stages was 63%, κ = 0.418. The mean(standard deviation) differences in TST, SE and AHI was 25(61) minutes (p = 0.119), 5(15) % (p = 0.166), and 1(5) (p = 0.536), respectively. We conclude that in COPD-patients, WatchPAT detects sleep stages in moderate to fair agreement with PSG, and AHI correlates well.Entities:
Mesh:
Year: 2019 PMID: 31852958 PMCID: PMC6920446 DOI: 10.1038/s41598-019-55958-2
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Selection of study population.
WatchPAT’s positive predictive values in stages wake, light sleep (N1 + N2), deep sleep (N3) and REM sleep.
| WP vs RPSGT#1 | WP vs RPSGT#2 | RPSGT#2 vs RPSGT#1 | |
|---|---|---|---|
| Wake | 71.2 | 71.9 | 96.0 |
| Light sleep | 67.9 | 64.4 | 88.8 |
| Deep sleep | 29.6 | 36.8 | 85.3 |
| REM sleep | 62.2 | 59.7 | 92.7 |
Percentage of WatchPAT scored epochs where agreement exists with PSG out of the total number of WatchPAT scored epochs in the specified stage.
WP = WatchPAT, RPSGT#1 and RPSGT#2 = polysomnographies scored by polysomnography technician number one and two, respectively. N1 + N2 = non rapid eye movement sleep (NREM) stage one and two, N3 = NREM stage 3, REM = rapid eye movement.
Epoch-by-epoch overall agreements in the detection of wake, light sleep, deep sleep and REM sleep, as percent and as Cohen’ κ coefficient.
| Subject # | RPSGT#1 vs WP | RPSGT#2 vs WP | RPSGT#2 vs RPSGT#1 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| % | κ | N | % | κ | N | % | κ | N | |
| 1 | 36.2 | 0.087 | 916 | 36.8 | 0,087 | 915 | 92.3 | 0.880 | 924 |
| 2 | 47.2 | 0.215 | 927 | 47.0 | 0.216 | 925 | 97.0 | 0.939 | 925 |
| 3 | 62.6 | 0.473 | 846 | 60.7 | 0.418 | 845 | 89.1 | 0.824 | 845 |
| 4 | 59.3 | 0.369 | 760 | 60.0 | 0.384 | 758 | 93.5 | 0.887 | 758 |
| 5 | 70.6 | 0.510 | 856 | 70.9 | 0.513 | 855 | 95.6 | 0.927 | 855 |
| 6 | 79.3 | 0.542 | 911 | 66.3 | 0.382 | 909 | 82.0 | 0.686 | 909 |
| 7 | 79.2 | 0,660 | 1018 | 78.7 | 0.657 | 1017 | 93.7 | 0.898 | 1020 |
| 8 | 71.8 | 0.387 | 909 | 72.0 | 0.395 | 908 | 92.6 | 0.863 | 990 |
| 9 | 54.3 | 0.301 | 957 | 54.4 | 0.310 | 956 | 92.9 | 0.882 | 956 |
| 10 | 62.2 | 0.460 | 793 | 61.6 | 0.468 | 792 | 91.7 | 0.886 | 793 |
| 11 | 68.6 | 0.528 | 789 | 56.8 | 0.498 | 787 | 87.0 | 0.789 | 787 |
| 13 | 63.3 | 0.332 | 915 | 64.5 | 0.376 | 913 | 87.6 | 0.757 | 913 |
| 15 | 59.9 | 0.342 | 972 | 57.0 | 0.316 | 971 | 88.6 | 0.833 | 971 |
| 19 | 64.3 | 0.438 | 928 | 67.9 | 0.504 | 927 | 91.2 | 0.848 | 927 |
| 21 | 66.8 | 0.472 | 1080 | 63.4 | 0.443 | 1080 | 90.1 | 0.848 | 1086 |
| 22 | 64.0 | 0.466 | 1093 | 61.6 | 0.440 | 1092 | 87.2 | 0.811 | 1092 |
| All subjects | 63.3% | 0.418 | 14670 | 61.8% | 0.407 | 14650 | 90.7% | 0.856 | 14751 |
The overall agreement was defined as the number of epochs where agreement exists in any specific state divided by the total number of epochs. WP = WatchPAT, RPSGT#1 and RPSGT#2 = polysomnographies scored by registered polysomnography technician number one and two, respectively. N = number of epoch pairs.
Intra-class correlation coefficients (95% confidence interval) for total sleep time, sleep efficiency and apnea/hypopnea index.
| WP versus RPSGT#1 | p | WP versus RPSGT#2 | p | RPSGT#2 versus RPSGT#1 | p | |
|---|---|---|---|---|---|---|
| TST | 0.488(−0.311–0.814) | 0.087 | 0.497(−0.254–0.815) | 0.074 | 0.997(0.991–0.999) | |
| SE | 0.375(−0.626–0.774) | 0.174 | 0.414(−0.487–0.786) | 0.138 | 0.997(0.993–0.999) | |
| AHI | 0.957(0.878–0.985) | 0.954(0.872–0.984) | 0.997(0.993–0.999) |
N = 16. TST total sleep time, SE = sleep efficiency, AHI = apnea/hypopnea index, WP = WatchPAT, RPSGT#1 and RPSGT#2 = registered polysomnography technician number one and two, respectively.
Mean value (standard deviation) and mean difference in Total Sleep Time, Sleep Efficiency and Apnea Hypopnea Index as scored by WatchPAT, RPSGT#1 and RPSGT#2.
| WP | RPSGT#1 | RPSGT#2 | WP- RPSGT#1 | p | WP- RPSGT#2 | p | RPSGT#2 - RPSGT#1 | p | |
|---|---|---|---|---|---|---|---|---|---|
| TST | 376 (39) | 351 (64) | 348(62) | 25 (61) | 0.119 | 28(58) | 0.075 | −2.9(6.5) | 0.097 |
| SE | 82.8(7.7) | 76.5(14.7) | 75.4(14.2) | 5.3(14.6) | 0.166 | 5.8(14.1) | 0.124 | −0.4(1.4) | 0.243 |
| AHI | 9.6(11.9) | 8.8(12.5) | 8.4(13.3) | 0.8(5.1) | 0.536 | 1.2(5.3) | 0.372 | −0.4(1.3) | 0.209 |
N = 16. TST = minutes total sleep time, SE = percentage sleep efficiency, AHI = number of apneas and hypopneas per hour of sleep. WP = WatchPAT, RPSGT#1 and RPSGT#2 = polysomnographies scored by registered polysomnography technician number one and two, respectively.
Figure 2Bland-Altman Plots of apnea-hypopnea index. Horizontal lines represent mean difference (middle line) and 95% confidence interval (upper and lower lines). AHI = apnea-hypopnea index, RPSGT#1 and RPSGT#2 = polysomnography technician number one and number two, respectively.
Number of subjects in each category of severity according to apneas and hypopneas per hour of sleep.
| Normal (AHI < 5) | Mild AHI 5–14.9 | Moderate AHI 15–29.9 | Severe AHI ≥ 30 | |
|---|---|---|---|---|
| WatchPAT | 7 | 7 | 1 | 1 |
| RPSGT#1 | 8 | 7 | 0 | 1 |
| RPSGT#2 | 8 | 7 | 0 | 1 |
RPSGT#1 and RPSGT#2 = polysomnographies scored by registered polysomnography technician number one and two, respectively. AHI = number of apneas and hypopneas per hour of sleep.