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Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
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PDB-Explorer: a web-based interactive map of the protein data bank in shape space
Xian Jin1, Mahendra Awale2, Michaël Zasso3
1Department of Chemistry and Biochemistry, University of Berne, Freiestrasse 3, 3012, Berne, Switzerland. xian.jin@dcb.unibe.ch.
BMC Bioinformatics
|October 24, 2015
Summary
A new 3D-fingerprint (3DP) method and the PDB-Explorer tool allow for comprehensive exploration of the Protein Data Bank's structural diversity. This approach enables rapid identification of similar protein structures, enhancing biological data analysis.
Area of Science:
- Structural Biology
- Bioinformatics
- Computational Chemistry
Background:
- The Protein Data Bank (PDB) offers access to experimentally determined 3D structures of biological macromolecules.
- Current tools for exploring the PDB have limitations in accessing global structural diversity and identifying relationships between structures.
Purpose of the Study:
- To develop a novel method for representing and comparing the 3D shapes of PDB entries.
- To create an interactive tool for visualizing and exploring the structural diversity of the entire PDB.
Main Methods:
- A 136-dimensional atom pair 3D-fingerprint (3DP) was designed to capture protein molecular shape.
- Nearest neighbor searches and principal component analysis were used to analyze and visualize PDB structures in 3DP-space.
- An interactive website, PDB-Explorer, was developed using JavaScript for platform independence.
Main Results:
- The 3DP fingerprint effectively groups proteins by 3D shape similarity while distinguishing closely related structures.
- PDB-Explorer provides an interactive map of PDB structures, enabling visualization and nearest neighbor searches.
- The tool offers instantaneous similarity searches comparable to slower 3D alignment methods and clusters proteins by superfamily.
Conclusions:
- A novel chemical space classification of the PDB based on molecular shape has been achieved using the 3DP fingerprint.
- The PDB-Explorer website provides an unprecedented, interactive platform for exploring the structural diversity of the PDB.
- The tool is freely available and facilitates the visualization and analysis of biological macromolecular structures.
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