Lidocaine
| Evidence Level: L5 | Predicted Indications: 61 |
Quick Overview
| Item | Value |
|---|---|
| Drug Name | Lidocaine |
| DrugBank ID | DB00281 |
| Brand Names (EU) | Fortacin, Lidocaine |
| Evidence Level | L5 |
| Predicted Indications | 61 |
| Top Prediction Score | 99.99% |
Approved Indication (EMA)
Treatment of primary premature ejaculation in adult men.
Predicted New Indications
TxGNN model predictions for potential drug repurposing:
| Rank | Indication | Score | Source |
|---|---|---|---|
| 1 | punctate epithelial keratoconjunctivitis | 99.99% | DL |
| 2 | papillary conjunctivitis | 99.98% | DL |
| 3 | rosacea conjunctivitis | 99.92% | DL |
| 4 | exposure keratitis | 99.87% | DL |
| 5 | atopic conjunctivitis | 99.86% | DL |
| 6 | conjunctival disorder | 99.84% | DL |
| 7 | nephrotic syndrome | 99.83% | DL |
| 8 | non-human animal disease | 99.82% | DL |
| 9 | tinea corporis | 99.82% | DL |
| 10 | sporadic idiopathic steroid-resistant nephrotic syndrome | 99.79% | DL |
| 11 | disease of orbital region | 99.77% | DL |
| 12 | rheumatic heart disease | 99.75% | DL |
| 13 | idiopathic steroid-sensitive nephrotic syndrome | 99.73% | DL |
| 14 | epicondylitis | 99.73% | DL |
| 15 | blepharoconjunctivitis | 99.72% | DL |
| 16 | disease of orbital part of eye adnexa | 99.69% | DL |
| 17 | cystic teratoma | 99.66% | DL |
| 18 | spinal cord dermoid cyst | 99.66% | DL |
| 19 | dermoid cyst of ovary | 99.61% | DL |
| 20 | viral conjunctivitis | 99.61% | DL |
Showing top 20 of 61 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.