Table 5

The performance of DAmiRLocGNet on AUC

Ablation settingsCytopExosNucleoNucleEVMicrovMitochon
abcd
0.57890.56110.40120.46540.4690.40110.5108
0.85170.59950.92060.78740.83380.59480.8236
0.86320.66190.93570.79390.84670.64870.8384
0.84920.59230.92920.78170.84140.56090.8303
0.86410.68280.93290.79780.83840.66140.8336
Ablation settingsCytopExosNucleoNucleEVMicrovMitochon
abcd
0.57890.56110.40120.46540.4690.40110.5108
0.85170.59950.92060.78740.83380.59480.8236
0.86320.66190.93570.79390.84670.64870.8384
0.84920.59230.92920.78170.84140.56090.8303
0.86410.68280.93290.79780.83840.66140.8336

a: Sequence layer; b: GCN layer; c: miRNA RWR layer; d: disease RWR layer. Cytop: cytoplasm, Exos: exosome, Nucleo: nucleolus, Nucle: nucleus, EV: extracellular vesicle, Microv: microvesicle and Mitochon: mitochondrion.

Table 5

The performance of DAmiRLocGNet on AUC

Ablation settingsCytopExosNucleoNucleEVMicrovMitochon
abcd
0.57890.56110.40120.46540.4690.40110.5108
0.85170.59950.92060.78740.83380.59480.8236
0.86320.66190.93570.79390.84670.64870.8384
0.84920.59230.92920.78170.84140.56090.8303
0.86410.68280.93290.79780.83840.66140.8336
Ablation settingsCytopExosNucleoNucleEVMicrovMitochon
abcd
0.57890.56110.40120.46540.4690.40110.5108
0.85170.59950.92060.78740.83380.59480.8236
0.86320.66190.93570.79390.84670.64870.8384
0.84920.59230.92920.78170.84140.56090.8303
0.86410.68280.93290.79780.83840.66140.8336

a: Sequence layer; b: GCN layer; c: miRNA RWR layer; d: disease RWR layer. Cytop: cytoplasm, Exos: exosome, Nucleo: nucleolus, Nucle: nucleus, EV: extracellular vesicle, Microv: microvesicle and Mitochon: mitochondrion.

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