Sebelipase Alfa
| Evidence Level: L5 | Predicted Indications: 51 |
Quick Overview
| Item | Value |
|---|---|
| Drug Name | Sebelipase Alfa |
| DrugBank ID | DB11563 |
| Brand Names (EU) | Kanuma |
| Evidence Level | L5 |
| Predicted Indications | 51 |
| Top Prediction Score | 99.80% |
Approved Indication (EMA)
Kanuma is indicated for long-term enzyme replacement therapy (ERT) in patients of all ages with lysosomal acid lipase (LAL) deficiency.
Predicted New Indications
TxGNN model predictions for potential drug repurposing:
| Rank | Indication | Score | Source |
|---|---|---|---|
| 1 | Scheie syndrome | 99.80% | DL |
| 2 | Hurler syndrome | 99.79% | DL |
| 3 | growth hormone insensitivity syndrome with immune dysregulation 2, autosomal dominant | 99.75% | DL |
| 4 | cholesteryl ester storage disease | 99.72% | DL |
| 5 | Wolman disease with hypolipoproteinemia and acanthocytosis | 99.72% | DL |
| 6 | Gaucher disease | 99.71% | DL |
| 7 | lysosomal storage disease with skeletal involvement | 99.64% | DL |
| 8 | autosomal ichthyosis syndrome with fatal disease course | 99.64% | DL |
| 9 | Tay-Sachs disease | 99.63% | DL |
| 10 | Wolman disease | 99.63% | DL |
| 11 | benign neoplasm of adrenal gland | 99.60% | DL |
| 12 | adult Krabbe disease | 99.54% | DL |
| 13 | mitochondrial oxidative phosphorylation disorder due to nuclear DNA anomalies | 99.50% | DL |
| 14 | Krabbe disease | 99.44% | DL |
| 15 | cholesterol metabolism disease | 99.43% | DL |
| 16 | lysosomal acid lipase deficiency | 99.42% | DL |
| 17 | metachromatic leukodystrophy | 99.40% | DL |
| 18 | encephalopathy due to prosaposin deficiency | 99.38% | DL |
| 19 | infantile neuronal ceroid lipofuscinosis | 99.27% | DL |
| 20 | alpha-mannosidosis | 99.26% | DL |
Showing top 20 of 51 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.