Table 3.
Summary of the linear models explaining the MDS-UPDRS components at baseline (BL) and the MDS-UPDRS variation (ΔMDS-UPDRS) 1 year after the baseline.
Time point | Dependent variable | Model predictors: p-value |
R2 | Adj R2 | F-, p-value | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
GM vol in PFC and PMC | MD in OP | MD in PN | FA in PT | DAT in Put | Interaction DAT in Put – MD PN | Interaction DAT in Put – GM vol in PFC and PMC and IN | Age | Gender | Dominant side | |||||
BL | MDS-UPDRS1 | 0.37 | 0.11 | 0.75 | 0.81 | 0.35 | 0.05 | 0.01 | 0.37 | 0.9 | 0.83 | 0.12 | 0.09 | 0.82, 0.57 |
MDS-UPDRS2 | 0.30 | 0.01∗ | 0.08 | 0.17 | −2 × 10−4∗ | 0.39 | 0.10 | 0.01∗ | 0.87 | 0.12 | 0.38 | 0.29 | 4, 2 × 10−4∗ | |
MDS-UPDRS3 | 0.88 | 0.09 | 0.40 | 0.85 | 0.50 | 0.06 | 0.11 | 0.02 | 0.13 | 0.22 | 0.21 | 0.09 | 2, 0.08 | |
MDS-UPDRS tot | 0.9 | 0.002∗ | 0.23 | 0.50 | 0.006∗ | 0.03 | 0.002∗ | 0.01 | 0.31 | 0.70 | 0.31 | 0.21 | 4.85, 0.003∗ | |
Δ | MDS-UPDRS1 PD on med+no med | 0.78 | 0.29 | 0.25 | 0.44 | 0.37 | 0.74 | 0.58 | 0.13 | 0.35 | 0.34 | 0.15 | 0.03 | 1.02, 0.43 |
MDS-UPDRS1 PD on med | 0.87 | 0.70 | 0.003∗ | 0.47 | 0.01∗ | 0.002∗ | 0.32 | 0.008∗ | 0.96 | 0.87 | 0.47 | 0.27 | 5.7, 0.004∗ | |
MDS-UPDRS1 PD no med | 0.28 | 0.11 | 0.44 | 0.38 | 0.5 | 0.9 | 0.21 | 0.44 | 0.09 | 0.06 | 0.19 | 0.01 | 1, 0.41 | |
MDS-UPDRS2 PD on med+no med | 0.02 | 0.30 | 0.36 | 0.03 | 0.03 | 0.03 | 0.80 | 0.01 | 0.12 | 0.18 | 0.22 | 0.09 | 1.71, 0.09 | |
MDS-UPDRS2 PD on med | 0.006∗ | 0.009∗ | 0.17 | 0.01∗ | 0.004∗ | 0.25 | 0.004∗ | 0.66 | 0.05 | 0.27 | 0.37 | 0.15 | 4.68, 0.01∗ | |
MDS-UPDRS2 PD no med | 0.003∗ | 0.02 | 0.09 | 0.01∗ | 0.01∗ | 0.23 | 0.01∗ | 0.55 | 0.6 | 0.11 | 0.37 | 0.21 | 4.75, 0.01∗ | |
MDS-UPDRS3 PD on med+no med | 0.02 | 0.96 | 0.94 | 0.01 | 0.03 | 0.41 | 0.20 | 0.41 | 0.22 | 0.25 | 0.15 | 0.05 | 1.1, 0.38 | |
MDS-UPDRS3 PD on med | 0.76 | 0.74 | 0.47 | 0.34 | 0.95 | 0.74 | 0.48 | 0.77 | 0.99 | 0.44 | 0.27 | 0.13 | 0.59, 0.83 | |
MDS-UPDRS3 PD no med | 0.61 | 0.19 | 0.9 | 0.5 | 0.6 | 0.02 | 0.09 | 0.87 | 0.28 | 0.7 | 0.20 | 0.03 | 1.14, 0.35 | |
MDS-UPDRS tot PD on med+no med | 0.02 | 0.98 | 0.92 | 0.01 | 0.01 | 0.03 | 0.71 | 0.08 | 0.98 | 0.38 | 0.17 | 0.03 | 1.3, 0.31 | |
MDS-UPDRS tot PD on med | 0.82 | 0.58 | 0.69 | 0.58 | 0.5 | 0.06 | 0.61 | 0.79 | 0.58 | 0.38 | 0.21 | 0.05 | 0.89, 0.54 | |
MDS-UPDRS tot PD no med | 0.14 | 0.24 | 0.03 | 0.34 | 0.04 | 0.73 | 0.37 | 0.86 | 0.16 | 0.22 | 0.27 | 0.11 | 1.69, 0.11 |
Models for the ΔMDS-UPDRS were estimated separately for the patients without medication 1 year after baseline (no med), for the patients on L-Dopa 1 year after baseline (on med) and for the patients of both groups together (on med + no med). The model predictors were the mean imaging values extracted from the following regions: IN, insula; OP, operculum; PFC, prefrontal cortex; PMC, premotor cortex; PN, pons nuclei; Put, putamen; PT, pontine tegmentum. We report the p-value for every regressor, and the determination coefficient (R2), adjusted R2, f-value, and p-value for every model. Bold characters and “∗” indicate a significant (p < 0.05) model – (p < 0.01) regressors.