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.

Documentation

Links