AlphaPulldown
AlphaPulldown performs high-throughput protein–protein interaction screening and structural modeling of protein complexes using AlphaFold-Multimer.
Key Features:
- AlphaFold-Multimer Integration: Uses AlphaFold-Multimer to predict structures of protein complexes and higher-order oligomers.
- Protein–Protein Interaction Screening: Enables systematic screening of candidate protein interactions through large-scale structural modeling.
- Confidence Scoring Metrics: Computes multiple confidence scores to evaluate the reliability of predicted protein–protein interactions and complex structures.
- Structural and Interaction Analysis: Provides computational analysis of predicted complexes and interaction networks.
Scientific Applications:
- Protein–Protein Interaction Discovery: Identifies and evaluates potential protein–protein interactions through structural modeling.
- Structural Biology of Protein Complexes: Predicts structures of multi-protein assemblies and oligomeric complexes.
- Systems Biology Network Analysis: Supports large-scale exploration of interaction networks within cellular systems.
Methodology:
AlphaPulldown performs protein–protein interaction screening by providing protein sequences as input to AlphaFold-Multimer, generating structural models of protein complexes and calculating confidence scores to evaluate predicted interactions.
Topics
Details
- License:
- GPL-3.0
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- Python
- Added:
- 3/24/2023
- Last Updated:
- 11/24/2024
Operations
Publications
Yu D, Chojnowski G, Rosenthal M, Kosinski J. AlphaPulldown—a python package for protein–protein interaction screens using AlphaFold-Multimer. Bioinformatics. 2022;39(1). doi:10.1093/bioinformatics/btac749. PMID:36413069. PMCID:PMC9805587.