Related Experiment Video
Updated: Aug 19, 2025

Author Spotlight: Advances in Evaluating Human Lung Epithelial Cells' Response to Metal-Organic Frameworks
Published on: May 26, 2023
CMM-An enhanced platform for interactive validation of metal binding sites
Michal Gucwa1,2, Joanna Lenkiewicz1, Heping Zheng1
1Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia, USA.
CheckMyMetal (CMM) is a validation tool that improves the identification and refinement of metal ions in macromolecular structures. Enhanced features aid researchers in modeling metal-macromolecule complexes, increasing reproducibility in biomedical research.
Area of Science:
- Structural Biology
- Biochemistry
- Computational Biology
Background:
- Metal ions are crucial for macromolecular function and structure.
- Accurate modeling and refinement of metal ions in structures are challenging.
- Existing models in the Protein Data Bank (PDB) often contain misidentified or poorly refined metal ions.
Purpose of the Study:
- To introduce an enhanced version of the CheckMyMetal (CMM) validation tool.
- To provide researchers with improved functionalities for modeling metal-macromolecule complexes.
- To increase the accuracy and reproducibility of structural data involving metal ions.
Main Methods:
- The CheckMyMetal (CMM) tool was enhanced with new functionalities.
- New features include visualization of metals in electron density maps.
- On-the-fly refinement of metal binding sites is now possible within the CMM web server.
Main Results:
- The enhanced CMM tool offers additional information to guide modeling decisions for metal binding sites.
- Improved visualization and refinement capabilities address challenges in metal ion modeling.
- The updated tool aims to reduce errors in metal ion identification and refinement in structural models.
Conclusions:
- The enhanced CheckMyMetal (CMM) tool is a valuable resource for validating and refining metal-macromolecule complexes.
- These improvements are expected to enhance the reliability and reproducibility of structural biology research.
- The CMM web server is accessible at https://cmm.minorlab.org for researchers.
Related Concept Videos
Metal-Ligand Bonds
In these complexes, transition metals form coordinate covalent bonds, a kind of Lewis acid-base interaction in which both of the electrons in the bond are contributed by a donor (Lewis base) to an electron acceptor (Lewis acid). The Lewis acid in...
Ligand Binding and Linkage
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...
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...
Bonding in Metals
The Equilibrium Binding Constant and Binding Strength

