Journal of Computational ChemistryBioinformaticsPeer-reviewed journal article
Assessment of Molecular Mechanics-based Zn2+ Models in Mono- and Bimetallic Ligand Binding Sites
Okke MelseiD, Iris AntesiD, Ville R. I. KailaiD, Martin ZachariasiD
Abstract
Zn2+ ions play an important role in biology, but accurate sampling of metalloproteins using Molecular Mechanics remains challenging. Several models have been proposed to describe Zn2+ in biomolecular simulations, ranging from nonbonded models, employing classical 12-6 Lennard-Jones (LJ) potentials or extended LJ-potentials, to dummy-atom models and bonded models. We evaluated the performance of a large variety of these Zn2+ models in two challenging environments for which little is known about the performance of these methods, namely in a monometallic (Carbonic Anhydrase II) and a bimetallic ligand binding site (metallo-{beta}-lactamase VIM-2). We focused on properties which are important for a stable, correct binding site description during molecular dynamics (MD) simulations, because a proper treatment of the metal coordination and forces are here essential. We observed that the strongest difference in performance of these Zn2+ models can be found in the description of interactions between Zn2+ and non-charged ligating atoms, such as the imidazole nitrogen in histidine residues. We further show that the nonbonded (12-6 LJ) models struggle most in the description of Zn2+-biomolecule interactions, while the inclusion of ion-induced dipole effects strongly improves the description between Zn2+ and non-charged ligating atoms. The octahedral dummy-atom models result in highly stable simulations and correct Zn2+ coordination, and are therefore highly suitable for binding sites containing an octahedral coordinated Zn2+ ion. The results from this evaluation study in ligand binding sites can guide structural studies of Zn2+ containing proteins, such as MD-refinement of docked ligand poses and long-term MD simulations.
- assay: protein structure
- research focus: benchmarking
- approach: statistical model
- approach: experimental assay
- Citations
- 21
- FWCI
- 1.83
- Field percentile
- top 13%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- DP/MM: A Hybrid Model for Zinc-Protein Interactions in Molecular Dynamics
- Ion mobility mass spectrometry and molecular dynamics simulations unravel the conformational stability and coordination dynamics of human metallothionein-2 species
M. P. Diaz, A. Barkhanskiy, … A. Krezel·bioRxiv·Dec 1, 2022
- Structural Insights into Zn2+ and Ca2+ binding to Human Protein Z and Their Impact on Membrane Association
Chippalthurthy Gayathri, Suchetana Gupta, … Soumyadev Sarkar·bioRxiv·Oct 9, 2025
- Quantifying metal ion specificity of the nickel-binding protein CcNikZ-II from Clostridium carboxidivorans in the presence of competing metal ions
P. Diep, B. Kell, … R. Mahadevan·bioRxiv·Oct 24, 2022
- Atomistic molecular simulations of Aβ-Zn conformational ensembles
J. Aduriz-Arrizabalaga, X. Lopez, D. De Sancho·bioRxiv·Mar 23, 2023
- N-Zinclopedia: A database of predicted transition metal-binding sites and metalloenzymes
Gilad Mechtinger, Gabriel Axel, … Nir Ben‐Tal·bioRxiv·Oct 19, 2026