Related Experiment Video
Updated: Apr 21, 2026

Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
Published on: July 25, 2013
Recent improvements to Binding MOAD: a resource for protein-ligand binding affinities and structures
Aqeel Ahmed1, Richard D Smith1, Jordan J Clark1
1Department of Medicinal Chemistry, University of Michigan, 428 Church St, Ann Arbor, MI 48109-1065, USA.
Binding MOAD, a key resource for protein-ligand binding data, has been significantly upgraded with a new platform and enhanced features. This update improves data accessibility and search capabilities for researchers studying molecular interactions.
Area of Science:
- Biochemistry and Structural Biology
- Bioinformatics and Cheminformatics
Background:
- Binding MOAD (Mother of All Databases) is a long-standing repository of protein-ligand complexes and binding affinity data.
- The database has experienced substantial growth, currently housing 23,269 complexes and 8156 binding affinities.
- Annual updates involve semi-automated literature curation from PDB file references.
Purpose of the Study:
- To enhance the Binding MOAD platform for improved user experience and data accessibility.
- To introduce new functionalities for better visualization, searching, and data retrieval.
- To modernize the underlying technology stack for greater efficiency and scalability.
Main Methods:
- The Binding MOAD website was completely rewritten using the LAMP (Linux, Apache, MySQL, PHP) stack.
- New features include improved visualization plugins, advanced sorting and filtering, and filtered downloads.
- Structural queries based on ligands were introduced, alongside clustering of records by sequence identity to reduce redundancy.
Main Results:
- The upgraded platform offers an improved user interface with enhanced visualization tools.
- New search functionalities allow for field-based and ligand-based structural queries.
- Data redundancy is minimized through clustering based on 90% sequence identity.
Conclusions:
- The revamped Binding MOAD provides a more robust and user-friendly resource for accessing protein-ligand binding data.
- Enhanced features facilitate more efficient data exploration and analysis for researchers.
- The updated platform is better equipped to serve the scientific community's needs in studying molecular interactions.
Related Concept Videos
Ligand Binding Sites
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Ligand Binding Sites
The Equilibrium Binding Constant and Binding Strength
The Equilibrium Binding Constant and Binding Strength
Conserved Binding Sites
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
Conserved Binding Sites

