LZerD

LZerD predicts protein-protein docking configurations to model multimeric protein complex structures, including via its Multi-LZerD variant that assembles multimeric complexes by reusing pairwise docking predictions.

Key Features:

• Multiple Protein Docking: Multi-LZerD extends LZerD to model multimeric complexes by reusing pairwise docking predictions to build comprehensive assemblies.
• Genetic Algorithm for Conformational Exploration: Employs a genetic algorithm to explore conformational space and identify potential binding configurations, improving discovery of near-native conformations.
• Structure Refinement Procedure: Incorporates a structure refinement step to further optimize and validate predicted complex models.
• Benchmarking Success: Benchmarked on eleven hetero-multimeric complexes, achieving near-native conformations for all but one with RMSD smaller than 2.5Å from native structures.
• Handling Unbound Docking Cases: Manages unbound docking scenarios and has been reported to outperform comparable methodologies in those cases.

Scientific Applications:

• Structural biology: Predicts near-native structures for multimeric complexes of various topologies to support structural characterization.
• Assembly and mechanism studies: Provides structural models to investigate complex assembly and molecular mechanisms of protein interactions.
• Drug discovery: Supplies accurate models of target complexes that can inform therapeutic design and target validation.

Methodology:

Reuses pairwise docking predictions to assemble multimeric complexes; employs a genetic algorithm for conformational exploration; applies a structure refinement procedure to optimize predicted models.