MetaDegron

MetaDegron predicts E3 ligase targeted degrons by integrating protein language models and comprehensive featurization strategies.

Key Features:

• E3 ligase degron prediction: MetaDegron enables batch prediction of targeted degrons for 21 E3 ligases.
• Functional annotation: MetaDegron provides functional annotations of degron-related features.
• Feature visualization: MetaDegron visualizes multiple degron-related structural and physicochemical features.
• Multimodal featurization: MetaDegron integrates protein language models with comprehensive featurization strategies.

Scientific Applications:

• Protein homeostasis research: MetaDegron elucidates mechanisms of regulation of protein homeostasis.
• Cancer research: MetaDegron supports investigations in cancer biology.
• Drug development: MetaDegron aids in therapeutic development targeting protein degradation pathways.

Methodology:

MetaDegron integrates protein language models with comprehensive featurization strategies; benchmark dataset evaluations and comparison with Degpred were performed to assess performance.