Lanadelumab
| Evidence Level: L5 | Predicted Indications: 50 |
Quick Overview
| Item | Value |
|---|---|
| Drug Name | Lanadelumab |
| DrugBank ID | DB14597 |
| Brand Names (EU) | Takhzyro |
| Evidence Level | L5 |
| Predicted Indications | 50 |
| Top Prediction Score | 100.00% |
Approved Indication (EMA)
Takhzyro is indicated for routine prevention of recurrent attacks of hereditary angioedema (HAE) in patients aged 2 years and older.
Predicted New Indications
TxGNN model predictions for potential drug repurposing:
| Rank | Indication | Score | Source |
|---|---|---|---|
| 1 | C1 inhibitor deficiency | 100.00% | DL |
| 2 | hereditary angioedema with C1Inh deficiency | 99.99% | DL |
| 3 | serpinopathy with toxic serpin polymerization | 99.99% | DL |
| 4 | pancreatitis | 99.87% | DL |
| 5 | hereditary angioedema | 99.61% | DL |
| 6 | pseudo-von Willebrand disease | 99.52% | DL |
| 7 | primary release disorder of platelets | 99.46% | DL |
| 8 | immune-mediated necrotizing myopathy | 99.33% | DL |
| 9 | Glanzmann thrombasthenia | 99.31% | DL |
| 10 | antisynthetase syndrome | 99.30% | DL |
| 11 | focal myositis | 99.27% | DL |
| 12 | Scott syndrome | 99.12% | DL |
| 13 | idiopathic eosinophilic myositis | 99.12% | DL |
| 14 | inflammatory myopathy with abundant macrophages | 99.12% | DL |
| 15 | Peyronie disease | 98.99% | DL |
| 16 | alcoholic cardiomyopathy | 98.82% | DL |
| 17 | symptomatic form of hemophilia in female carriers | 98.70% | DL |
| 18 | familial apolipoprotein C-II deficiency | 98.57% | DL |
| 19 | bleeding diathesis due to a collagen receptor defect | 98.35% | DL |
| 20 | hemorrhagic disorder due to a constitutional thrombocytopenia | 98.30% | 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.