Dopamine
| Evidence Level: L5 | Predicted Indications: 50 |
Quick Overview
| Item | Value |
|---|---|
| Drug Name | Dopamine |
| DrugBank ID | DB00988 |
| Brand Names (EU) | Dopamine |
| Evidence Level | L5 |
| Predicted Indications | 50 |
| Top Prediction Score | 97.14% |
Approved Indication (EMA)
Treatment of hypotension in haemodynamically unstable neonates, infants and children < 18 years
Predicted New Indications
TxGNN model predictions for potential drug repurposing:
| Rank | Indication | Score | Source |
|---|---|---|---|
| 1 | hypotensive disorder | 97.14% | DL |
| 2 | postural orthostatic tachycardia syndrome | 88.00% | DL |
| 3 | variably protease-sensitive prionopathy | 86.87% | DL |
| 4 | multiple system atrophy | 84.79% | DL |
| 5 | hypotrichosis simplex of the scalp | 83.41% | DL |
| 6 | gastroduodenitis | 81.75% | DL |
| 7 | congenital hypotrichosis milia | 80.91% | DL |
| 8 | common cold | 80.36% | DL |
| 9 | diffuse alopecia areata | 76.95% | DL |
| 10 | peptic ulcer disease | 75.04% | DL |
| 11 | rhinitis | 72.13% | DL |
| 12 | obsolete neurogenic bladder (disease) | 69.00% | DL |
| 13 | osteoarthritis susceptibility | 68.63% | DL |
| 14 | alopecia | 67.77% | DL |
| 15 | acromesomelic dysplasia, Hunter-Thompson type | 64.79% | DL |
| 16 | trigeminal autonomic cephalalgia | 62.59% | DL |
| 17 | headache disorder | 61.70% | DL |
| 18 | mitral valve prolapse, myxomatous | 60.18% | DL |
| 19 | sclerocornea, autosomal dominant | 59.21% | DL |
| 20 | fibrosis of extraocular muscles, congenital, with synergistic divergence | 58.63% | DL |
Showing top 20 of 50 predictions.
About TxGNN Predictions
Prediction Sources
| Source | Description |
|---|---|
| KG | Knowledge Graph - Network topology-based associations |
| DL | Deep Learning - Neural network score prediction |
Evidence Levels
| Level | Definition |
|---|---|
| L1 | Multiple Phase 3 RCTs / Systematic Reviews |
| L2 | Single RCT or multiple Phase 2 trials |
| L3 | Observational studies / Large case series |
| L4 | Preclinical / Mechanistic / Case reports |
| L5 | AI prediction only (current) |
Clinical Validation Needed
Research Use Only: These predictions are computational hypotheses that require clinical validation. They should NOT be used for clinical decision-making.
Next Steps for Validation
- Literature Review: Search PubMed for existing evidence
- Clinical Trial Search: Check ClinicalTrials.gov for ongoing studies
- Mechanistic Analysis: Evaluate biological plausibility
- Preclinical Studies: Conduct in vitro/in vivo validation
- Clinical Trials: Design and conduct human studies
Data Access
- FHIR API:
/fhir/ClinicalUseDefinition/ - CSV Download: All Predictions
- GitHub: yao-care/EuTxGNN
Citation
If using this data, please cite:
@article{huang2023txgnn,
title={A foundation model for clinician-centered drug repurposing},
author={Huang, Kexin and others},
journal={Nature Medicine},
year={2023},
doi={10.1038/s41591-023-02233-x}
}
Disclaimer: This report is for research purposes only and does not constitute medical advice. Drug repurposing predictions require rigorous clinical validation before any therapeutic application.