| Literature DB >> 34851977 |
Rocio Del Pino1, Ane Murueta-Goyena1,2, Unai Ayala3, Marian Acera1, Mónica Fernández4, Beatriz Tijero1,5, Mar Carmona1, Tamara Fernández1,5, Iñigo Gabilondo1,5,6, Juan Carlos Gómez-Esteban1,2,5.
Abstract
OBJECTIVE: To prospectively evaluate nocturnal sleep problems and excessive daytime sleepiness (EDS) in Parkinson's disease (PD) patients, and analyze the influence of motor symptoms, treatment, and sex differences on sleep problems in PD.Entities:
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Year: 2021 PMID: 34851977 PMCID: PMC8635374 DOI: 10.1371/journal.pone.0259935
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographical and PD-related clinical features.
| Baseline | Follow-up | Statistics | ||
|---|---|---|---|---|
| PD patients (n = 103) | PD patients (n = 103) |
| r | |
| Age (years) | 64.24 (9.16) | 68.39 (9.26) | -18.30 | - |
| Disease duration (years) | 3.94 (4.20) | 8.32 (4.99) | -17.23 | - |
| UPDRS I | 2.22 (1.91) | 2.85 (1.96) | -3.29 | .49 |
| UPDRS II | 11.01 (5.36) | 14.08 (6.06) | -4.96 | .40 |
| UPDRS III | 23.98 (9.04) | 32.29 (9.89) | -8.63 | .47 |
| UPDRS IV | 2.74 (2.78) | 4.01 (3.10) | -3.96 | .39 |
| Treatment (mg) | ||||
| L-dopa in monotherapy | n = 21, 469.54 (323.16) | n = 29, 606.89 (276.08) | - | - |
| Agonists in monotherapy | n = 37, 150.43 (173.79) | n = 9, 124.22 (50.34) | - | - |
| Combined treatment | n = 38, 657.00 (256.54) | n = 64, 739.43 (381.62) | - | - |
| No treatment | n = 7 | n = 1 | - | - |
| PDSS total score | 112.07 (16.40) | 114.80 (14.54) | -1.78 | .50 |
| ESS total score | 8.24 (4.45) | 8.26 (4.41) | -.04 | .50 |
*p < .01;
** p < .001. The results are displayed as mean (standard deviation), except for number of patients under dopaminergic agonist treatment (n, %). Longitudinal group differences were analyzed with Student’s t test. Pearson correlations analyses were carried out between the variables at baseline and follow-up. Abbreviations: ESS: Epworth Sleepiness Scale; PDSS: Parkinson Disease Sleep Scale; Treatment: Levodopa Equivalent Daily Dose (mg); UPDRS: Unified Parkinson’s Disease Rating Scale.
Fig 1Change of treatment from baseline to follow-up.
Abbreviations: BL: Baseline; LONG: Longitudinal, treatment at follow-up.
Regression linear mixed model for PDSS and ESS Total score.
| Mixed model | β | SE | t | df | Lower | upper |
|---|---|---|---|---|---|---|
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| Intercept | 134.41 | 9.05 | 14.84 | 201 | 116.56 | 152.26 |
| Time to follow-up (years) | 0.95 | 0.36 | 2.62 | 201 | 0.23 | 1.67 |
| Age (years) | -0.27 | 0.13 | -1.98 | 201 | -0.55 | -0.00 |
| UPDRS III (total score) | -0.25 | 0.11 | -2.24 | 201 | -0.47 | 0.03 |
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| Intercept | 4.77 | 1.50 | 3.22 | 195 | 1.85 | 7.69 |
| Time to follow-up (years) | -0.22 | 0.10 | -2.10 | 195 | -0.43 | -0.01 |
| UPDRS III (total score) | 0.07 | 0.03 | 2.30 | 195 | 0.01 | 0.14 |
| Disease duration (years) | -0.19 | 0.10 | -2.09 | 195 | -0.37 | -0.01 |
| L-dopa monotherapy | -2.50 | 0.70 | -3.57 | 195 | -3.89 | -1.11 |
| Combined therapy | 3.77 | 1.39 | 2.72 | 195 | 1.03 | 6.51 |
Fixed effects coefficient (95% CI).
* < .05;
** < .01;
*** < .001. Abbreviations: ESS: Epworth Sleepiness Scale; PDSS: Parkinson Disease Sleep Scale; UPDRS: Unified Parkinson’s Disease Rating Scale. L-dopa monotherapy and Combined therapy are dichotomic variables (yes/no).
Fig 2Progression of nocturnal sleeping disturbances and excessive daytime sleepiness in Parkinson’s disease over time.
Parameter estimates from linear mixed models are plotted. Lines represent the mean and shadowed grey background the SE of the estimation. Abbreviations: ESS, Epworth Sleepiness Scale total score; PDSS, Parkinson’s disease Sleeping Scale total score.
Linear mixed-effect models selected with the lowest AIC value.
| Linear mixed-effect models | AIC | R2 |
|---|---|---|
| 1684 | .51 | |
| 756 | .45 | |
| 881 | .40 | |
| 930 | .40 | |
| 841 | .33 | |
| 828 | .38 | |
| 890 | .33 | |
| 1146 | .59 | |
| 588 | .45 | |
| 591 | .28 | |
| 567 | .12 | |
| 546 | .43 | |
| 598 | .31 | |
| 597 | .26 | |
| 79 | 46 |
Abbreviations: AIC: Akaike information criterion; ESS: Epworth Sleepiness Scale; PDSS: Parkinson Disease Sleep Scale; UPDRS: Unified Parkinson’s Disease Rating Scale. Treatment (L-dopa in monotherapy, Agonist in monotherapy, and Combined therapy) is a dichotomic variable (yes/no).
Rate of changes in sleep disturbance and daytime sleepiness items based on linear mixed models analysis.
| PDSS items | ESS items | |
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Fixed effects coefficients (95% CIs).
* < .05;
** < .01;
*** < .001. Note: Lower PDSS scores and higher ESS scores means worse sleep disturbance. Red arrows mean worse disturbances and green arrows means less disturbances. The β-values are the outputs of the linear mixed models regression. They quantify how the variables affect to the PDSS and ESS scores per item. Abbreviations: ESS: Epworth Sleepiness Scale; PDSS: Parkinson Disease Sleep Scale; UPDRS: Unified Parkinson’s Disease Rating Scale. Treatment (L-dopa monotherapy, Agonists monotherapy, and Combined therapy) is a dichotomic variable (yes/no).
Fig 3Differences between PDSS and ESS under different treatment.
A. Scores of the PDSS of patients under dopaminergic treatment at baseline and at follow up. B. Scores of the ESS of patients under dopaminergic treatment at baseline and at follow up.