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Table 3 Top five predicted interactions from DrugBank approved drugs database

From: DRABAL: novel method to mine large high-throughput screening assays using Bayesian active learning

Rank AID 1458
Target: Survival of motor neuron 2 (DRABAL score)
AID 485297
Target: Ras-related protein Rab-9A (DRABAL score)
AID 485313
Target: Niemann-Pick C1 protein precursor (DRABAL score)
AID 588342
Target: Luciferase transcriptional reporter (DRABAL score)
AID 686978
Target: Tyrosyl-DNA phosphodiesterase 1 (DRABAL score)
1 Amlexanox DB01025 (0.48) Nitazoxanide DB00507 (0.67) Thiabendazole DB00730 (0.33) Phenazopyridine DB01438 (0.68) Vinblastine DB00570 (0.99)
2 Mycophenolate mofetil DB00688 (0.3) Thiabendazole DB00730 (0.61) Omeprazole DB00338 (0.21) Mitoxantrone DB01204 (0.53) Plicamycin DB06810 (0.99)
3 Rabeprazole DB01129 (0.2) Omeprazole DB00338 (0.23) Phenazopyridine DB01438 (0.21) Phenindione DB00498 (0.49) Bromocriptine DB01200 (0.98)
4 Pramipexole DB00413 (0.14) Nabumetone DB00461 (0.19) Mebendazole DB00643 (0.12) Olsalazine DB01250 (0.47) Ketoconazole DB01026 (0.98)
5 Idoxuridine DB00249 (0.13) Mycophenolic acid DB01024 (0.18) Olsalazine DB01250 (0.12) Amsacrine DB00276 (0.44) Teniposide DB00444 (0.97)
  1. Thiabendazole (DB00730) is the top common prediction for BioAssays AID 485297 and AID 485313