| Literature DB >> 32369962 |
Agnieszka Gorzkowska1, Joanna Cholewa2, Andrzej Małecki2, Aleksandra Klimkowicz-Mrowiec3, Jarosław Cholewa4.
Abstract
Physical activity (PA) is a factor that may have an influence on the symptoms of Parkinson's disease (PD). The aim of this study was to identify the potential determinants of spontaneous PA in a PD patient group. A total of 134 PD patients aged 65.2 ± 9.2 years with a Hoehn-Yahr scale score ≤4 and a Mini Mental State Examination (MMSE) score ≥24 were examined. For the study's purposes, the authors analyzed age, sex, education, history of PD, dopaminergic treatment, the severity of PD symptoms using Unified Parkinson's Disease Rating Scale (UPDRS), and Hoehn-Yahr scale. Additionally, all participants were evaluated through a set of scales for specific neuropsychiatric symptoms including depression, anxiety, apathy, fatigue, and sleep disorders. A linear regression analysis was used with backward elimination. In the total explanatory model, for 12% of the variability in activity (R2 = 0.125; F(16.133) = 2.185; p < 0.01), the significant predictor was starting therapy with the dopamine agonist (DA) (β= 0.420; t= 4.068; p = 0.000), which was associated with a longer duration of moderate PA. In the total explanatory model, for more than 13% of the variance in time spent sitting (R2 = 0.135; F(16.130) = 2.267; p < 0.01), the significant predictors were secondary education and the results of the UPDRS. The patients with secondary and vocational education, those starting treatment with DA and those with a less severe degree of Parkinson's symptoms (UPDRS), spent less time sitting in a day. It is possible to identify determinants of spontaneous PA. It may elucidate consequences in terms of influence on modifiable conditions of PA and the proper approach to patients with unmodifiable PA factors.Entities:
Keywords: Parkinson’s disease; apathy; dopaminergic therapy; non-motor symptoms; physical activity; sedentary way
Year: 2020 PMID: 32369962 PMCID: PMC7288325 DOI: 10.3390/jcm9051296
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.241
Figure 1Flow-chart of patient selection.
Characteristics of the subjects.
| Variable | M (SD) | |
|---|---|---|
|
|
| |
| Age (years) | 65.2 (9.2) | |
| Place of residence (%) | A city with over 100 thousand inhabitants. | 60.5 |
| Marital status (%) | Married | 83.6 |
| Education (%) | Basic | 7.5 |
| Accompanying conditions (%) | 84.3 | |
| The age of the start of symptoms (years) | 57.9 (11.1) | |
| The duration of the disease (years) | 7.3 (4.2) | |
| Hoehn–Yahr scale (degrees) | 2 (0.6) | |
| Time to start treatment (years) | 1.4 (1.5) | |
| Daily levodopa equivalent dose—LED (mg) | 755.4 (418.7) | |
| Levodopa/dopaminergic agonist (%) | 96/52 | |
EOPD, early onset Parkinson’s disease; MOPD, middle age onset Parkinson’s disease; LOPD, late onset Parkinson’s disease.
Characteristics and results of the physically active and physically inactive subjects.
| Variable | PA-G ( | PI-G ( | |
|---|---|---|---|
| Age (years) | 66.3 ± 8.1 | 65.5 ± 10.0 | 0.516 1 |
| Sex | W—45.5% ( | W—47.2% ( | 0.858 2 |
| The duration of the disease (years) | 6.3 ± 4.0 | 8.2 ± 4.2 | |
| Age of onset of (years) | 65.4 ±8.1 | 66.3 ±10.0 | 0.622 1 |
| UPDRS I (points) | 1.3 ± 1.9 | 1.6 ± 1.4 | 0.405 1 |
| UPDRS II (points) | 7.0 ± 5.7 | 9.2 ± 5.5 | |
| UPDRS III (points) | 24.9 ± 12.5 | 27.1 ± 13.0 | 0.246 1 |
| UPDRS IV (points) | 1.8 ± 1.7 | 2.3 ± 2.8 | 0.381 1 |
| Hoehn–Yahr scale (degree) | 2.2 ± 0.6 | 2.4 ± 0.6 | 0.055 1 |
| Dyskinesia (%) | 20.0 ( | 24.5 ( | 0.218 |
| Motor fluctuation (%) | 38.2 ( | 45.3 ( | 0.946 |
| Treatment: levodopa/DA (%) | 96.4 ( | 98.1 ( | 0.580 2 |
| Start of treatment with levodopa (%) | 74.5 ( | 83.0 ( | 0.282 2 |
| Start of treatment with DA (%) | 21.8 ( | 1.9 ( | |
| Time to initiate treatment (years) | 1.3 ± 1.4 | 1.0 ± 1.5 | 0.212 1 |
| LED (mg) | 730.4 ± 433.4 | 797.6 ± 414.7 | 0.177 1 |
| Current Levodopa dose (mg) | 674.5 ± 410.9 | 746.1 ± 387.3 | 0.710 |
| Depression BDI (M ± SD) | 9.5 ± 6.4 | 11.9 ± 8.6 | 0.287 1 |
| Depression HADS (M ± SD) | 4.9 ± 3.7 | 5.3 ± 3.7 | 0.462 1 |
| Anxiety HADS (M ± SD) | 5.7 ± 3.9 | 5.1 ± 3.4 | 0.517 1 |
| Apathy AS (M ± SD) | 13.2 ± 5.4 | 15.9 ± 5.6 | |
| Fatigue PFS−16 (M ± SD) | 2.8 ±0.9 | 3.1 ±1.0 | 0.078 1 |
| Sleep disorders PSQI (M ± SD) | 6.4 ± 3.3 | 6.2 ± 3.6 | 0.634 1 |
| Excessive daytime sleepiness ESS (M ± SD) | 6.3 ± 4.9 | 7.7 ± 5.3 | 0.167 1 |
PA-G—Physically Active Patients, PI-G—Physically Inactive Patients, 1 Mann–Whitney U test; 2 chi-squared test.
Analysis of backward regression, which determines % of the variability of ITMWA, conditioned by the group of socio-demographic and clinical predictors in the group of patients with Parkinson’s disease.
| Depended Variable | Model | Predictors | R2 | F |
| ϐ | t |
|
|---|---|---|---|---|---|---|---|---|
| ITMWA | Complete model | Sex | R2 = 0.125; F(16,133) = 2.185; | 0.007 | 0.083 | 0.934 | ||
| Age | 0.041 | 0.452 | 0.652 | |||||
| Professional education | 0.141 | 0.944 | 0.347 | |||||
| Medium education | 0.092 | 0.551 | 0.582 | |||||
| High education | 0.206 | 1.266 | 0.208 | |||||
| Levodopa treatment | 0.138 | 1.493 | 0.138 | |||||
| DA treatment | 0.033 | 0.364 | 0.717 | |||||
| MAOBI treatment | −0.047 | −0.547 | 0.585 | |||||
| Amantadine treatment | 0.010 | 0.119 | 0.905 | |||||
| Anticholinergic treatment | 0.004 | 0.044 | 0.965 | |||||
| Start of treatment with levodopa | 0.157 | 1.483 | 0.141 | |||||
| Start of treatment with DA | 0.420 | 4.068 | 0.000 | |||||
| LED | −0.087 | −0.892 | 0.374 | |||||
| Hoehn–Yahr scale | −0.210 | −1.821 | 0.071 | |||||
| UPDRS part III | 0.352 | 1.181 | 0.240 | |||||
| UPDRS part I + II + III | −0.242 | −0.785 | 0.434 | |||||
| Optimal model highest value R2 | Higher Education | R2 = 0.171; F(6.133) = 5.585; | 0.105 | 1.261 | 0.210 | |||
| Levodopa treatment | 0.120 | 1.421 | 0.158 | |||||
| Start of treatment with Levodopa | 0.153 | 1.537 | 0.127 | |||||
| Start of treatment with DA | 0.440 | 4.595 | 0.000 | |||||
| Hoehn–Yahr scale | −0.238 | −2.283 | 0.024 | |||||
| UPDRS part III | 0.144 | 1.400 | 0.164 | |||||
R2—amount of explained variance, F—value of Fisher’s statistics, p—statistical significance, ϐ—significance of the predictor in the model, t—result of Student’s t-test.
Analysis of backward regression, which determines % of variability of time spent in the sedentary position conditioned by the group of socio-demographic and clinical predictors in the group of patients with Parkinson’s disease.
| Depended Variable | Model | Predictors | R2 | F |
| ϐ | t |
|
|---|---|---|---|---|---|---|---|---|
| Time spent in the sedentary position | Complete model | Sex | R2 = 0.135; F(16.130) = 2.267; | −0.013 | −0.149 | 0.882 | ||
| Age | 0.070 | 0.768 | 0.444 | |||||
| Professional education | −0.262 | −1.787 | 0.077 | |||||
| Medium education | −0.339 | −2.026 | 0.045 | |||||
| High education | −0.198 | −1.218 | 0.226 | |||||
| Levodopa treatment | 0.017 | 0.178 | 0.859 | |||||
| DA treatment | 0.007 | 0.077 | 0.939 | |||||
| MAOBI treatment | 0.126 | 1.461 | 0.147 | |||||
| Amantadine treatment | 0.032 | 0.376 | 0.708 | |||||
| Anticholinergic treatment | −0.002 | −0.025 | 0.980 | |||||
| Start of treatment with levodopa | 0.007 | 0.062 | 0.951 | |||||
| Start of treatment with DA | −0.151 | −1.457 | 0.148 | |||||
| LED | −0.029 | −0.290 | 0.772 | |||||
| Hoehn–Yahr scale | −0.006 | −0.052 | 0.958 | |||||
| UPDRS part III | −0.817 | −2.705 | 0.008 | |||||
| UPDRS part. I + II + III | 1.047 | 3.362 | 0.001 | |||||
| Optimal model highest value R2 | Professional education | R2 = 0.171; F(6.133) = 5.585; | −0.289 | −2.124 | 0.036 | |||
| Medium education | −0.362 | −2.320 | 0.022 | |||||
| Higher education | −0.213 | −1.388 | 0.168 | |||||
| Treatment MAOBI | 0.125 | 1.541 | 0.126 | |||||
| Start of treatment with DA | −0.162 | −1.996 | 0.048 | |||||
| UPDRS part III | −0.813 | −2.849 | 0.005 | |||||
R2—amount of explained variance, F—value of Fisher’s statistics, p—statistical significance, ϐ—significance of the predictor in the model, t—result of Student’s t-test.
Analysis of backward regression, which determines % of the variability of ITMWA and time spent in the sedentary position in a day in the group of patients with Parkinson’s disease (solely optimum models with the highest R2 are presented).
| Optimal Model | Predictors | R2 | F |
| ϐ | t |
|
|---|---|---|---|---|---|---|---|
| ITMWA | Duration of the disease | R2 = 0.151; F(3.133) = 8.85; | −0.114 | −1.379 | 0.170 | ||
| Start of treatment with DA | 0.348 | 4.306 | 0.000 | ||||
| Hoehn–Yahr scale | −0.105 | −1.273 | 0.205 | ||||
| Time spent in the sedentary position | Medium education | R2 = 0.195; F(7.130) = 5.509; | −0.375 | −2.407 | 0.018 | ||
| Professional education | −0.294 | −2.172 | 0.032 | ||||
| Higher education | −0.202 | −1.322 | 0.188 | ||||
| UPDRS part. III | −0.589 | −1.939 | 0.055 | ||||
| UPDRS parts I + II + III | 0.787 | 2.535 | 0.013 | ||||
| Start of treatment with DA | −0.177 | −2.190 | 0.030 | ||||
| ESS | 0.147 | 1.677 | 0.096 | ||||
R2—amount of explained variance, F—value of Fisher’s statistics, p—statistical significance, ϐ—significance of the predictor in the model, t—result of Student’s t-test.