Research Article

Drug-Target Interaction Prediction via Dual Laplacian Graph Regularized Matrix Completion

Table 8

The top 10 interacting targets of drug “D00002" in dataset Es predicted by different methods (“" denotes experimental validated targets and “" denotes nonvalidated targets).

Rank Targets predicted by different methods

BLM-NII WNN CMF GRMF NRLMF DLGRMC
1 hsa216 () hsa108 () hsa1725 () hsa196883 () hsa191 () hsa191 ()
2 hsa108 () hsa1725 () hsa108 () hsa191 () hsa196883 () hsa1725 ()
3 hsa1725 () hsa191 () hsa2936 () hsa7498 () hsa108 () hsa196883 ()
4 hsa2746 () hsa3939 () hsa2639 () hsa3033 () hsa3292 () hsa108 ()
5 hsa196883 () hsa3292 () hsa115 () hsa108 () hsa3615 () hsa2936 ()
6 hsa7015 () hsa349565 () hsa2597 () hsa7299 () hsa3939 () hsa3033 ()
7 hsa4594 () hsa34 () hsa3156 () hsa84152 () hsa3818 () hsa349565 ()
8 hsa3035 () hsa8435 () hsa51095 () hsa590 () hsa5536 () hsa339221 ()
9 hsa306 () hsa51095 () hsa90 () hsa3156 () hsa34 () hsa3156 ()
10 hsa8435 () hsa306 () hsa761 () hsa34 () hsa90 () hsa3991 ()