Drug Predictions
Browse drugs analyzed by MyTxGNN with their predicted new indications.
Summary Statistics
| Metric | Count |
|---|---|
| Total Drugs Analyzed | 508 |
| Total KG Predictions | 41,560 |
| Total DL Predictions (≥0.7) | 176,021 |
| Unique Diseases | 17,041 |
Top Drugs by Prediction Count
The following drugs have the most predicted new indications based on TxGNN knowledge graph analysis:
| Rank | Drug | DrugBank ID | Predictions | Sample Brand |
|---|---|---|---|---|
| 1 | Prednisolone | DB00860 | 3,650 | Predsone Syrup |
| 2 | Betamethasone | DB00443 | 3,198 | Betamethasone-G Tablet |
| 3 | Fusidic Acid | DB02703 | 3,008 | Defuzin Cream |
| 4 | Hydrocortisone Acetate | DB14539 | 2,880 | Hydrosone Cream |
| 5 | Hydrocortisone | DB00741 | 2,780 | Proctosedyl Ointment |
| 6 | Dexamethasone | DB01234 | 2,736 | SW-Dexasone Tablet |
| 7 | Ketoconazole | DB01026 | 759 | Funginox Tablet |
| 8 | Ofloxacin | DB01165 | 690 | Oflicin-100 Tablet |
| 9 | Triamcinolone | DB00620 | 645 | Trinolone Cream |
| 10 | Mometasone Furoate | DB14512 | 640 | Vizomet Ointment |
| 11 | Salicylic Acid | DB00936 | 567 | Sebitar Scalp Treatment |
| 12 | Clotrimazole | DB00257 | 549 | Mycoril Spray |
| 13 | Fluticasone Propionate | DB00588 | 540 | Flutinide Nasal Spray |
| 14 | Simvastatin | DB00641 | 528 | SimvaHEXAL Tablet |
| 15 | Zinc Oxide | DB09321 | 504 | Polylab Zinc Paste |
| 16 | Metronidazole | DB00916 | 425 | B. Braun Metronidazole |
| 17 | Paclitaxel | DB01229 | 370 | Paxus PM Injection |
| 18 | Ibuprofen | DB01050 | 360 | Nurofen for Children |
| 19 | Telmisartan | DB00966 | 348 | Telmidip Tablets |
| 20 | Cyanocobalamin | DB00115 | 320 | Hovid Neurovit Injection |
Drug Categories
Corticosteroids (High Prediction Count)
Corticosteroids dominate the prediction list due to their broad anti-inflammatory mechanisms:
- Prednisolone (3,650 predictions)
- Betamethasone (3,198 predictions)
- Hydrocortisone Acetate (2,880 predictions)
- Hydrocortisone (2,780 predictions)
- Dexamethasone (2,736 predictions)
- Triamcinolone (645 predictions)
- Mometasone Furoate (640 predictions)
Antifungals
- Fusidic Acid (3,008 predictions)
- Ketoconazole (759 predictions)
- Clotrimazole (549 predictions)
Antibiotics
- Ofloxacin (690 predictions)
- Metronidazole (425 predictions)
Cardiovascular
- Simvastatin (528 predictions)
- Telmisartan (348 predictions)
Oncology
- Paclitaxel (370 predictions)
Data Access
FHIR API
Access drug and prediction data via FHIR R4 API:
- Capability Statement:
/fhir/metadata - MedicationKnowledge:
/fhir/MedicationKnowledge/{drugbank_id} - ClinicalUseDefinition:
/fhir/ClinicalUseDefinition/{drug}-{indication}
Downloads
Full prediction data available for download:
- KG Predictions CSV - 41,560 drug-disease pairs
- DrugBank Mapping CSV - Drug ID mappings
Search Tips
- By Drug Name: Search for the generic drug name (e.g., “Metformin”)
- By DrugBank ID: Use the DrugBank identifier (e.g., “DB00331”)
- By Disease: Search for disease name to find drugs with predictions for that condition
Disclaimer
Drug repurposing predictions are for research purposes only. These predictions have not been validated clinically and do not constitute medical recommendations. Always consult healthcare professionals for medical decisions.
Drug repurposing predictions are for research purposes only. These predictions have not been validated clinically and do not constitute medical recommendations. Always consult healthcare professionals for medical decisions.