CAD-score
CAD-score quantifies differences between residue-residue contact areas in protein models and reference structures to evaluate model accuracy and support benchmarking of protein structure prediction methods.
Key Features:
- Residue-Residue Contact Area Difference (CAD): Employs the residue-residue contact area difference metric introduced by Abagyan and Totrov (1997) using Voronoi tessellation to derive contact areas.
- Continuous Scoring Function: Uses a continuous function confined within fixed limits, eliminating arbitrary thresholds or parameters for model ranking.
- Robust Performance Across Structures: Demonstrates robust assessment for single-domain proteins and provides balanced handling of domain rearrangements without separate treatments for single-domain, multi-domain, and multi-subunit structures.
- Interface Accuracy Assessment: Directly assesses inter-domain and inter-subunit interface accuracy by quantifying contact-area differences at surfaces and binding sites.
- Alternative to Superposition-Based Clustering: Focuses on physical contacts rather than spatial superposition distances, providing an alternative framework to superposition-based model clustering.
Scientific Applications:
- Protein Structure Prediction: Evaluates accuracy of predicted protein structures against native reference configurations for method development and benchmarking.
- Protein-Protein Docking: Assesses computational models of protein-protein interactions by quantifying interface contact-area agreement with reference structures.
- Structural Biology Research: Supports analysis in structural biology applications, including interpretation of molecular dynamics simulations and crystallography studies, by quantifying discrepancies between computational and native structures.
Methodology:
Computes residue-residue contact areas via Voronoi tessellation, represents physical contacts as contact areas, and quantifies differences between model and reference contact-area patterns using a continuous score confined within fixed limits, applicable to whole structures and specific surfaces such as interfaces and binding sites.
Topics
Details
- Tool Type:
- command-line tool, web application
- Operating Systems:
- Linux, Windows, Mac
- Added:
- 5/16/2017
- Last Updated:
- 2/6/2021
Operations
Publications
Olechnovič K, Kulberkytė E, Venclovas Č. CAD‐score: A new contact area difference‐based function for evaluation of protein structural models. Proteins: Structure, Function, and Bioinformatics. 2012;81(1):149-162. doi:10.1002/prot.24172. PMID:22933340.
Olechnovič K, Venclovas Č. Contact Area-Based Structural Analysis of Proteins and Their Complexes Using CAD-Score. Methods in Molecular Biology. 2020. doi:10.1007/978-1-0716-0270-6_6. PMID:32006279.