Cargando…

Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays

[Image: see text] An attractive approach to minimize human and animal exposures to toxic environmental contaminants is the use of safe and effective sorbent materials to sequester them. Montmorillonite clays have been shown to tightly bind diverse toxic chemicals. Due to their promise as sorbents to...

Descripción completa

Detalles Bibliográficos
Autores principales: Orr, Asuka A., Wang, Meichen, Beykal, Burcu, Ganesh, Hari S., Hearon, Sara E., Pistikopoulos, Efstratios N., Phillips, Timothy D., Tamamis, Phanourios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190805/
https://www.ncbi.nlm.nih.gov/pubmed/34124432
http://dx.doi.org/10.1021/acsomega.1c00481
_version_ 1783705758907498496
author Orr, Asuka A.
Wang, Meichen
Beykal, Burcu
Ganesh, Hari S.
Hearon, Sara E.
Pistikopoulos, Efstratios N.
Phillips, Timothy D.
Tamamis, Phanourios
author_facet Orr, Asuka A.
Wang, Meichen
Beykal, Burcu
Ganesh, Hari S.
Hearon, Sara E.
Pistikopoulos, Efstratios N.
Phillips, Timothy D.
Tamamis, Phanourios
author_sort Orr, Asuka A.
collection PubMed
description [Image: see text] An attractive approach to minimize human and animal exposures to toxic environmental contaminants is the use of safe and effective sorbent materials to sequester them. Montmorillonite clays have been shown to tightly bind diverse toxic chemicals. Due to their promise as sorbents to mitigate chemical exposures, it is important to understand their function and rapidly screen and predict optimal clay–chemical combinations for further testing. We derived adsorption free-energy values for a structurally and physicochemically diverse set of toxic chemicals using experimental adsorption isotherms performed in the current and previous studies. We studied the diverse set of chemicals using minimalistic MD simulations and showed that their interaction energies with calcium montmorillonite clays calculated using simulation snapshots in combination with their net charge and their corresponding solvent’s dielectric constant can be used as inputs to a minimalistic model to predict adsorption free energies in agreement with experiments. Additionally, experiments and computations were used to reveal structural and physicochemical properties associated with chemicals that can be adsorbed to calcium montmorillonite clay. These properties include positively charged groups, phosphine groups, halide-rich moieties, hydrogen bond donor/acceptors, and large, rigid structures. The combined experimental and computational approaches used in this study highlight the importance and potential applicability of analogous methods to study and design novel advanced sorbent systems in the future, broadening their applicability for environmental contaminants.
format Online
Article
Text
id pubmed-8190805
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-81908052021-06-11 Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays Orr, Asuka A. Wang, Meichen Beykal, Burcu Ganesh, Hari S. Hearon, Sara E. Pistikopoulos, Efstratios N. Phillips, Timothy D. Tamamis, Phanourios ACS Omega [Image: see text] An attractive approach to minimize human and animal exposures to toxic environmental contaminants is the use of safe and effective sorbent materials to sequester them. Montmorillonite clays have been shown to tightly bind diverse toxic chemicals. Due to their promise as sorbents to mitigate chemical exposures, it is important to understand their function and rapidly screen and predict optimal clay–chemical combinations for further testing. We derived adsorption free-energy values for a structurally and physicochemically diverse set of toxic chemicals using experimental adsorption isotherms performed in the current and previous studies. We studied the diverse set of chemicals using minimalistic MD simulations and showed that their interaction energies with calcium montmorillonite clays calculated using simulation snapshots in combination with their net charge and their corresponding solvent’s dielectric constant can be used as inputs to a minimalistic model to predict adsorption free energies in agreement with experiments. Additionally, experiments and computations were used to reveal structural and physicochemical properties associated with chemicals that can be adsorbed to calcium montmorillonite clay. These properties include positively charged groups, phosphine groups, halide-rich moieties, hydrogen bond donor/acceptors, and large, rigid structures. The combined experimental and computational approaches used in this study highlight the importance and potential applicability of analogous methods to study and design novel advanced sorbent systems in the future, broadening their applicability for environmental contaminants. American Chemical Society 2021-05-26 /pmc/articles/PMC8190805/ /pubmed/34124432 http://dx.doi.org/10.1021/acsomega.1c00481 Text en © 2021 The Authors. Published by American Chemical Society Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Orr, Asuka A.
Wang, Meichen
Beykal, Burcu
Ganesh, Hari S.
Hearon, Sara E.
Pistikopoulos, Efstratios N.
Phillips, Timothy D.
Tamamis, Phanourios
Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays
title Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays
title_full Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays
title_fullStr Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays
title_full_unstemmed Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays
title_short Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays
title_sort combining experimental isotherms, minimalistic simulations, and a model to understand and predict chemical adsorption onto montmorillonite clays
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190805/
https://www.ncbi.nlm.nih.gov/pubmed/34124432
http://dx.doi.org/10.1021/acsomega.1c00481
work_keys_str_mv AT orrasukaa combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays
AT wangmeichen combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays
AT beykalburcu combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays
AT ganeshharis combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays
AT hearonsarae combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays
AT pistikopoulosefstratiosn combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays
AT phillipstimothyd combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays
AT tamamisphanourios combiningexperimentalisothermsminimalisticsimulationsandamodeltounderstandandpredictchemicaladsorptionontomontmorilloniteclays