Table 2.
Regression analysis with graph theoretical metrics as predictors for performance in cognitive tests.
Eglob | Strength | Eloc | Eglob + Eloc | ||||||
---|---|---|---|---|---|---|---|---|---|
R2 (%) | p-value | R2 (%) | p-value | R2 (%) | p-value | R2 (%) | p-value | ||
MMSE | |||||||||
DMNi | MD | 15.4 | 0.010 | 15.6 | 0.010 | 16.1 | 0.008 | 17.6 | 0.023 |
aD | 14.2 | 0.014 | 14.6 | 0.013 | 15.4 | 0.010 | 18.1 | 0.021 | |
rD | 15.3 | 0.010 | 15.7 | 0.010 | 16.1 | 0.008 | 17.9 | 0.021 | |
Volume | ns | ns | ns | ns | 22.2 | 0.002 | 24.6 | 0.004 | |
DMNr | MD | 13 | 0.019 | 13.8 | 0.015 | 13.6 | 0.016 | ns | ns |
aD | 13.9 | 0.015 | 14.9 | 0.012 | 15.0 | 0.011 | 15.7 | 0.036 | |
rD | 12.3 | 0.023 | 12.8 | 0.020 | 12.6 | 0.021 | ns | ns | |
Volume | 10.2 | 0.040 | 11.7 | 0.026 | 16.2 | 0.008 | 17 | 0.027 | |
BGN | MD | 14.6 | 0.013 | 14.9 | 0.011 | 14.8 | 0.012 | 15.0 | 0.042 |
aD | 18.1 | 0.005 | 17.5 | 0.006 | 14.6 | 0.013 | 20.0 | 0.013 | |
rD | 11.7 | 0.026 | 12.6 | 0.021 | 14.2 | 0.014 | 14.4 | 0.048 | |
AIN | Volume | ns | ns | ns | ns | 9.2 | 0.05 | ns | ns |
MEMORY PROSE | |||||||||
DMNi | MD | 10.7 | 0.048 | 10.8 | 0.047 | 10.7 | 0.048 | ns | ns |
rD | 10.7 | 0.048 | 10.9 | 0.046 | 10.8 | 0.047 | ns | ns | |
Volume | ns | ns | ns | ns | 16.3 | 0.013 | 16.9 | 0.043 | |
DMNr | Volume | ns | ns | ns | ns | 11.4 | 0.041 | ns | ns |
ROCF-COPY | |||||||||
DMNi | FA | 13.2 | 0.020 | 13.4 | 0.018 | 13.7 | 0.017 | ns | ns |
MD | 13.4 | 0.018 | 13.4 | 0.019 | 13.6 | 0.018 | ns | ns | |
aD | 13.5 | 0.020 | 13.4 | 0.019 | 13.5 | 0.018 | ns | ns | |
rD | 13.2 | 0.018 | 12.9 | 0.021 | 13.3 | 0.019 | ns | ns | |
DMNr | FA | ns | ns | ns | ns | ns | ns | 16.3 | 0.034 |
MD | ns | ns | 10.2 | 0.042 | 9.9 | 0.046 | ns | ns | |
aD | 13.6 | 0.018 | 12.8 | 0.021 | 9.9 | 0.045 | 26.8 | 0.003 | |
rD | ns | ns | ns | ns | 9.7 | 0.047 | 18.7 | 0.020 | |
BGN | MD | 23.1 | 0.001 | 21.9 | 0.002 | 17.9 | 0.006 | 25.5 | 0.004 |
aD | 24.1 | 0.001 | 23.2 | 0.001 | 20 | 0.003 | 25.9 | 0.003 | |
rD | 21.1 | 0.002 | 19.9 | 0.003 | 15.3 | 0.011 | 23.4 | 0.006 | |
AIN | FA | 14.4 | 0.014 | 14.4 | 0.014 | 14.1 | 0.016 | 15.0 | 0.045 |
R2-values are expressed as percentage.