Rilpivirine Hydrochloride
| Evidence Level: L5 | Predicted Indications: 50 |
Quick Overview
| Item | Value |
|---|---|
| Drug Name | Rilpivirine Hydrochloride |
| DrugBank ID | DB08864 |
| Brand Names (EU) | Edurant |
| Evidence Level | L5 |
| Predicted Indications | 50 |
| Top Prediction Score | 99.98% |
Approved Indication (EMA)
Treatment of adults and adolescents (aged 12 years and older with body weight at least 35 kg) infected with human immunodeficiency virus 1 (HIV 1) without known mutations associated with resistance to the non nucleoside reverse transcriptase inhibitor (NNRTI) class, tenofovir or emtricitabine and with a viral load ? 100,000 HIV 1 RNA copies/mL.
Predicted New Indications
TxGNN model predictions for potential drug repurposing:
| Rank | Indication | Score | Source |
|---|---|---|---|
| 1 | HIV infectious disease | 99.98% | DL |
| 2 | feline acquired immunodeficiency syndrome | 99.97% | DL |
| 3 | simian immunodeficiency virus infection | 99.97% | DL |
| 4 | neurodevelopmental disorder with ataxic gait, absent speech, and decreased cortical white matter | 99.97% | DL |
| 5 | AIDS | 99.84% | DL |
| 6 | congenital human immunodeficiency virus | 99.56% | DL |
| 7 | AIDS related complex | 99.56% | DL |
| 8 | obsolete familial combined hyperlipidemia | 98.57% | DL |
| 9 | chronic hepatitis C virus infection | 95.16% | DL |
| 10 | fibroma of prostate | 93.87% | DL |
| 11 | benign reproductive system neoplasm | 93.23% | DL |
| 12 | Brenner tumor | 93.21% | DL |
| 13 | benign prostate phyllodes tumor | 92.81% | DL |
| 14 | male reproductive organ cancer | 91.47% | DL |
| 15 | prostate leiomyoma | 90.20% | DL |
| 16 | prostate cancer/brain cancer susceptibility | 89.94% | DL |
| 17 | hepatitis C virus infection | 86.67% | DL |
| 18 | hepatitis B virus infection | 85.81% | DL |
| 19 | hepatitis E virus infection | 83.43% | DL |
| 20 | hepatitis, viral, animal | 83.26% | 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.