Welcome to the new version of CaltechAUTHORS. Login is currently restricted to library staff. If you notice any issues, please email coda@library.caltech.edu
Published March 18, 2024 | Published
Journal Article Open

Adsorption Isotherm and Mechanism of Ca²⁺ Binding to Polyelectrolyte

Abstract

Polyelectrolytes, such as poly(acrylic acid) (PAA), can effectively mitigate CaCO3 scale formation. Despite their success as antiscalants, the underlying mechanism of binding of Ca2+ to polyelectrolyte chains remains unresolved. Through all-atom molecular dynamics simulations, we constructed an adsorption isotherm of Ca2+ binding to sodium polyacrylate (NaPAA) and investigated the associated binding mechanism. We find that the number of calcium ions adsorbed [Ca2+]ads to the polymer saturates at moderately high concentrations of free calcium ions [Ca2+]aq in the solution. This saturation value is intricately connected with the binding modes accessible to Ca2+ ions when they bind to the polyelectrolyte chain. We identify two dominant binding modes: the first involves binding to at most two carboxylate oxygens on a polyacrylate chain, and the second, termed the high binding mode, involves binding to four or more carboxylate oxygens. As the concentration of free calcium ions [Ca2+]aq increases from low to moderate levels, the polyelectrolyte chain undergoes a conformational transition from an extended coil to a hairpin-like structure, enhancing the accessibility to the high binding mode. At moderate concentrations of [Ca2+]aq, the high binding mode accounts for at least one-third of all binding events. The chain’s conformational change and its consequent access to the high binding mode are found to increase the overall Ca2+ ion binding capacity of the polyelectrolyte chain.

Copyright and License

© 2024 The Authors. Published by American Chemical Society. This publication is licensed under CC-BY 4.0.

Acknowledgement

This work was supported by the Dow Chemical Company through a University Partnership Initiative (UPI) grant. We benefited greatly from the discussions with our Dow collaborators: Thomas Kalantar, Christopher Tucker, Larisa Reyes, and Meng Jing. S.M. thanks Dr. Chris Balzer for discussions and useful comments and Dr. Dimtri Mintis for sharing with us GAFF force field parameters for molecular simulations of polyacrylate chain.

Contributions

S.M. and A.G. contributed equally to this work.

Data Availability

  • Overcharging of the polyacrylate–Ca2+ complex when using nonpolarizable force fields with full charges on ions; validation of scaled charge force fields for modeling polyacrylate conformations; evidence for meaningful sampling of polyelectrolyte–Ca2+ complexes in an aqueous solution using a nonpolarizable force field with electronic continuum correction and Hamiltonian replica-exchange molecular simulations; chemical potential equivalence conditions and concentration of free Ca2+ ions in the solution that is in equilibrium with the system containing the polyacrylate chain (PDF)

Conflict of Interest

The authors declare no competing financial interest.

Files

mantha-et-al-2024-adsorption-isotherm-and-mechanism-of-ca2-binding-to-polyelectrolyte.pdf
Files (3.1 MB)

Additional details

Created:
March 19, 2024
Modified:
April 2, 2024