TABLE 4.
AUC | 95% CI | CUT‐OFF | SENS (%) | SPEC (%) | ACC (%) | PPV (%) | NPV (%) | J | LR− | LR+ | |
---|---|---|---|---|---|---|---|---|---|---|---|
Discovery cohort (Oxford) | |||||||||||
MD | 0.862 | 0.747–0.963 | 1.0979 | 79 | 83 | 81 | 83 | 79 | 0.617 | 0.25 | 4.5 |
AngleR | 0.887 | 0.791–0.983 | 0.98096 | 88 | 87 | 87 | 88 | 87 | 0.744 | 0.14 | 6.7 |
PerpPD | 0.850 | 0.733–0.967 | 0.63542 | 71 | 91 | 81 | 89 | 75 | 0.621 | 0.31 | 8.1 |
ParlPD | 0.792 | 0.655–0.930 | 0.41828 | 63 | 91 | 77 | 88 | 70 | 0.538 | 0.41 | 7.2 |
GM fr | 0.816 | 0.695–0.937 | 0.27642 | 67 | 91 | 79 | 89 | 72 | 0.579 | 0.36 | 7.6 |
Test cohort (Rome) | |||||||||||
MD | 0.858 | 0.750–0.965 | 1.09798 | 90 | 78 | 85 | 84 | 86 | 0.679 | 0.13 | 4.12 |
AngleR | 0.931 | 0.866–0.997 | 0.98313 | 86 | 96 | 90 | 96 | 85 | 0.815 | 0.14 | 20.6 |
PerpPD | 0.903 | 0.812–0.993 | 0.65594 | 81 | 92 | 87 | 91 | 83 | 0.730 | 0.21 | 10.5 |
ParlPD | 0.798 | 0.668–0.928 | 0.43162 | 90 | 65 | 79 | 76 | 83 | 0.548 | 0.16 | 2.6 |
GM fr | 0.860 | 0.772–0.966 | 0.24313 | 86 | 74 | 81 | 81 | 81 | 0.601 | 0.19 | 3.3 |
ATN cohort (ADNI 3) | |||||||||||
MD | 0.629 | 0.461–0.797 | 0.95613 | 68 | 80 | 74 | 77 | 71 | 0.48 | 0.40 | 3.4 |
AngleR | 0.896 | 0.808–0.984 | 0.96884 | 96 | 72 | 84 | 77 | 95 | 0.68 | 0.06 | 3.4 |
PerpPD | 0.666 | 0.504–0.827 | 0.52954 | 64 | 84 | 74 | 80 | 70 | 0.48 | 0.43 | 4 |
ParlPD | 0.597 | 0.428–0.766 | 0.36071 | 60 | 76 | 68 | 71 | 65 | 0.44 | 0.52 | 2.5 |
GM fr | 0.798 | 0.651–0.945 | 0.27578 | 64 | 88 | 76 | 84 | 71 | 0.52 | 0.41 | 5.3 |
AV45 PET | — | — | 1.11 | 88 | 64 | 74 | 64 | 88 | 0.58 | 0.30 | 4.5 |
AV1451 PET | — | — | 1.33 | 55 | 96 | 78 | 91 | 74 | 0.51 | 0.46 | 13.33 |
Note: The Table shows the accuracy indices for each studied measure. The bold values represent the best diagnostic performance. AngleR values are expressed in radians (Θrad); MD, PerpPD, and ParlPD values are expressed in (×10−3 mm2/s).
Abbreviations: 95% CI, 95% confidence interval; ACC, Accuracy; AUC, area under the curve; GMfr, Grey matter fraction; J, Youden's J statistic; LR+, LR−, likelihood ratio positive and negative; MD, mean diffusivity; NPV, negative predictive values; PPV, positive predictive values; SENS, sensitivity; SPEC, specificity.