🧬 ClustalDMΙ‘ - AlphaFold2/3 Model Clustering

πŸ“₯ Download Results
Cluster Summary
Quality Metrics - Structure
Quality Metrics - Interface

Cluster Summary Table with RMSD QC

Cluster Size Distribution

Cluster Stability

HDBSCAN Cluster Persistence Scores

  • Higher values = more stable/persistent clusters
  • Bar color intensity = cluster size (log scale)
  • Based on Ξ»-integral from HDBSCAN's condensed tree

Motif Match Score

Motif Overlap Quality

  • Shows % of motif residues making contact with DNA/RNA
  • Higher values = better match to specified motif
  • Clusters sorted by average match score (best first)
  • Color: Green (high) to Red (low)

Pose Diversity within Clusters

Intra-Cluster RMSD Distribution

  • Each point = one pose
  • X-axis: RMSD from cluster medoid (Γ…)
  • Y-axis: Cluster (sorted by size)
  • Color: By cluster assignment

HDBSCAN Condensed Tree

Cluster Formation & Stability (Right-click image to save)

  • Vertical: Density (Ξ») | Horizontal: Cluster Size
  • Longer bars = more stable clusters
  • Color-coded by cluster

HDBSCAN Single Linkage Tree

Minimum Spanning Tree (Right-click image to save)

  • HDBSCAN's hierarchical structure visualization
  • Scales well to 1000+ poses
  • Color gradient shows merge distances
Jaccard Distance Clustering

Jaccard Distance Matrix

RMSD Distance Matrix
Consensus Residues by Cluster

All Chains Combined (Color-coded: Red=A, Blue=B)

Per-Chain Hotspot Analysis


Contact Residue Heatmap by Cluster

Intra-cluster Contact Pattern Analysis: Shows which protein residues each structure within a cluster contacts.

  • Colors represent actual contact distances in Γ…ngstrΓΆms (red = closer, blue = farther)
  • Vertical patterns = conserved residues, Diagonal = shifted binding modes
  • Structures automatically ordered by contact pattern similarity

Per-Cluster Hotspot Analysis

Hotspot Data
Sequence Alignment Quality Control

Visualize secondary structure and pLDDT confidence for:

  • Medoid Comparison: Compare secondary structure across cluster medoids
  • Within Cluster: Examine all structures within a single cluster

Colour Key
pLDDT score: Dark blue (>90), Light blue (70-90), Yellow (50-70), Orange (<50)
Secondary Structure:
Ξ±-helix (H, red), 3-10 helix (G, orange), Ο€-helix (I, pink),
Ξ²-sheet (E, blue), Ξ²-bridge (B, light blue),
Turn (T, green), Bend (S, yellow), Coil/Undefined (-, gray).

Interface statistics for all structures
Select a cluster to view only structures in that cluster. Default: Cluster 1

Export PDB Structures
πŸ“¦ Export Cluster PDBsDownloads a ZIP file containing all PDB files for the selected cluster
Interactive 3D Structure Viewer (Molstar)