Binding Free Energies of Divalent Cations to Functional Groups of Amino Acids with OPLS-AA Force Field

  • Volodymyr Farafonov V. N. Karazin Kharkiv National University, Education and Research Institute of Chemistry, 4 Svobody sq., 61022, Kharkiv, Ukraine https://orcid.org/0000-0003-0785-9582
Keywords: free energy, molecular dynamic simulation, protein macromolecule, heavy metals, stability constant of complex

Abstract

Purification of water from heavy metal ions is an urgent environmental problem. An actively studied method for this is the binding of metal ions by means of natural materials like plant proteins, as well as engineered materials like functionalized carbon allotropes. Carboxyl, thiol, amino groups are capable of complexing with metal cations, which leads to the removal of pollutants from water. Computational chemistry methods including classical molecular dynamics modeling are actively used in search of suitable materials. The paper evaluates the correctness of reproducing binding free energies of a number of divalent metal cations with functional groups found in amino acids using OPLS-AA force field. Both standard built-in and recently used potential models of cations are considered. Comparisons are made with respect to experimentally measured stability constants of modeled complexes or their structural analogues. Calculations of free energies are performed by the method of alchemical transformation. It is shown that despite the validity of the potential models, the binding free energies to functional groups of amino acids are generally poorly reproduced: strongly overestimated for the carboxylate group, underestimated for the thiolate and amino groups, and incorrect for imidazole. This indicates that OPLS-AA force field should be used with caution for calculation of the energy characteristics of metal binding. The way to fix potential models in order to accurately reproduce experimental values is outlined and applied to four cation – ligand complexes.

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References

Kim, J.-J.; Kim, Y.-S.; Kumar, V. Heavy metal toxicity: An update of chelating therapeutic strategies. J. Trace Elem. Med. Bio. 2019, 54, 226–231. https://doi.org/10.1016/j.jtemb.2019.05.003

Bolisetti, S.; Peydayesh, M.; Mezzenga, R. Sustainable technologies for water purification from heavy metals: review and analysis. Chem. Soc. Rev. 2019, 48(2), 463–487. https://doi.org/10.1039/C8CS00493E

Soon, W. L.; Peydayesh, M.; Mezzenga, R.; Mizerez, A. Plant-based amyloids from food waste for removal of heavy metals from contaminated water. Chem Eng. J. 2022, 445, 136513. https://doi.org/10.1016/j.cej.2022.136513

Dubey, K. D., Wang, B.; Si, Y.; Tarique Moin, S. Editorial: Molecular Dynamics Simulations of Metalloproteins and Metalloenzymes. Front. Chem. 2021, 9, 789299. https://doi.org/10.3389/fchem.2021.789299

Zhytniakivska, O.; Tarabara, U.; Vus, K.; Trusova, V.; Gorbenko, G. Deciphering the molecular details of interactions between heavy metals and proteins: Molecular docking study. East Eur. J. Phys. 2024, 2, 470–475. https://doi.org/10.26565/2312-4334-2024-2-62

Farafonov, V. S. Estimation of the binding free energy of doubly charged cations to amino acid functional groups by means of modern force fields. Kharkiv Univ. Bull. Chem. Ser. 2025, 44(67), 43–50. [Ukr]

Butovych, H.; Ilnytskyi1, J.; Lähderanta, E.; Patsahan, T. Chelation of the mercury ions by polyethyleneimine: Atomistic molecular dynamics study. 2025, 10.48550/arXiv.2506.18835

Tanis, I.; Kostarellou, E.; Karataso, K. Molecular dynamics simulations of hyperbranched poly(ethylene imine)–graphene oxide nanocomposites as dye adsorbents for water purification. Phys. Chem. Chem. Phys. 2021, 23, 22874. https://doi.org/10.1039/d1cp02461b

Giri, A. K.; Cordeiro, M. N. D. S. Heavy metal ion separation from industrial wastewater using stacked graphene membranes: A molecular dynamics simulation study. J. Mol. Liq. 2021, 338, 118688.

Fard, H. F.; Yusupov, Y.; Madaminov, S.; Khudoynazarov, E.; Raupov, D. Molecular dynamics simulation of selective heavy metal adsorption by functionalized graphene nanolayers. Appl. Surf. Sci. 2026, 728, 165995. https://doi.org/10.1016/j.apsusc.2026.165995.

Kommu, A.; Namsani, S.; Singh, J. K. Removal of heavy metal ions using functionalized graphene membranes: a molecular dynamics study. RSC Adv., 2016, 6, 63190. https://10.1039/c6ra06817k

Anitha, K.; Namsani, S.; Singh, J. K. Removal of Heavy Metal Ions Using a Functionalized Single-Walled Carbon Nanotube: A Molecular Dynamics Study. J. Phys. Chem. A 2015, 119, 8349−8358. https://doi.org/10.1021/acs.jpca.5b03352

Páll, S.; Zhmurov, A.; Bauer, P.; Abraham, M.; Lundborg, M.; Gray, A.; Hess, B.; Lindahl, E. Heterogeneous parallelization and acceleration of molecular dynamics simulations in GROMACS. J. Chem. Phys. 2020, 153(13), 134110. https://doi.org/10.1063/5.0018516

Click, T. H.; Ponomarev, S. Y.; Kaminski, G. A. Importance of Electrostatic Polarizability in Calculating Cysteine Acidity Constants and Copper(I) Binding Energy of Bacillus subtilis CopZ. Comp. Chem. 2012, 33, 1142–1151. https://doi.org/10.1002/jcc.22944

Miyajima, T.; Mori, M.; Ishiguro, S. Analysis of Complexation Equilibria of Polyacrylic Acid by a Donnan-Based Concept. J. Colloid Interface Sci. 1997, E187, 259–266. https://doi.org/10.1006/jcis.1996.4694

Perrin, D. D. Stability constants of metal-ion complexes. Part B: Organic ligands. 2. Suppl. Z. 2. Oxford UK/Elmsford, NY, USA: Pergamon Press. 1979. (Chemical Data Series No 22 IUPAC Publication). https://doi.org/10.1002/prac.19803220331

Berthon, G. The stability constants of metal complexes of amino acids with polar side chains. Pure Appl. Chem. 1992, 67(7), 1117–1240. https://doi.org/10.1351/pac199567071117

Ilcheva, L.; Bjerrum, J. Metal Ammine Formation in Solution. XVII. Stability Constants of Copper (II) Methylamine and Diethylamine Complexes Obtained from Solubility Measurements with Gerhardite, Cu(OH)1.5(NO3)1.5. Acta Chemica Scandinavica A 1976, 30, 343–350. https://doi.org/10.3891/ACTA.CHEM.SCAND.30A-0343

Tanaka, M.; Tabaka, M. Stability Constants of Metal(II) Complexes with Amines and Aminocarboxylates with Special Reference to Chelation. Bull. Chem. Soc. Jpn. 2009, 82(10), 1258–1265. https://doi.org/10.1246/bcsj.82.1258

Mendes de Oliveira, D.; Zukowski, S. R.; Palivec, V.; Hénin, J.; Martinez-Seara, H.; Ben-Amotz, D.; Jungwirth, P.; Duboué-Dijon, E. Binding of Divalent Cations to Acetate: Molecular Simulations Guided by Raman Spectroscopy. Phys. Chem. Chem. Phys. 2020, 22, 24014–24027. https://doi.org/10.1039/D0CP02987D

Shindo, H.; Brown, T. L. Infrared Spectra of Complexes of L-Cysteine and Related Compounds with Zinc(II), Cadmium(II), Mercury(II), and Lead(II). J. Am. Chem. Soc. 1965, 87(9), 1904–1909. https://doi.org/10.1021/ja01087a013

Jalilehvand, F.; Mah, V.; Leung, B. O.; Mink, J.; Bernard, G. M.; Hajba, L. Cadmium(II) Cysteine Complexes in the Solid State: A Multispectroscopic Study. Inorg. Chem. 2009, 48(9), 4219–4230. https://doi.org/10.1021/ic900145n

Watts, J.; Howell, E.; Merle, J. K. Theoretical studies of complexes between Hg(II) ions and L-cysteinate amino acids. Int. J. Quantum Chem. 2014, 114, 333–339. https://doi.org/10.1002/qua.24565

Published
2026-05-29
Cited
How to Cite
Farafonov, V. (2026). Binding Free Energies of Divalent Cations to Functional Groups of Amino Acids with OPLS-AA Force Field. V. N. Karazin Kharkiv National University Bulletin. Chemical Series, (46), 50-58. https://doi.org/10.26565/2220-637X-2026-46-05