From: Universal disease biomarker: can a fixed set of blood microRNAs diagnose multiple diseases?
 |  |  |  | Number of | ||
---|---|---|---|---|---|---|
Diseases | Accuracy | Sens. | Spec. | miRNAs* | PCs+ | Δ # |
PCA-based LDA | ||||||
AD | 0.886 | 0.917 | 0.818 | 22 | 16 | 2.5 |
Carcinoma | 0.857 | 0.846 | 0.867 | 36 | 2 | 7 |
CAD | 0.885 | 0.923 | 0.846 | 16 | 14 | 9 |
NPC | 0.720 | 0.806 | 0.579 | 28 | 18 | 5 |
HCC | 0.650 | 0.600 | 0.700 | 8 | 1 | 7 |
BC | 1.000 | 1.000 | 1.000 | 18 | 13 | 6 |
AML | 0.862 | 0.846 | 0.923 | 11 | 8 | 7 |
Mean | 0.837 | 0.848 | 0.819 | Â | Â | Â |
Mean of previous study [23] | 0.784 | 0.750 | 0.800 | Â | Â | Â |
SVM | ||||||
AD | 0.843 | 0.833 | 0.864 | 22 | Â | Â |
Carcinoma | 0.786 | 0.807 | 0.767 | 36 | Â | Â |
CAD | 0.807 | 0.615 | 1.000 | 16 | Â | Â |
NPC | 0.720 | 0.774 | 0.632 | 28 | Â | Â |
HCC | 0.770 | 0.550 | 0.850 | 8 | Â | Â |
BC | 0.963 | 1.000 | 0.938 | 18 | Â | Â |
AML | 0.969 | 1.000 | 0.846 | 11 | Â | Â |
Mean | 0.837 | 0.797 | 0.842 | Â | Â | Â |