Insight into the Self-Assembly Behaviors of Per- and Polyfluoroalkyl Substances Using a “Computational Microscope”

Aqueous film-forming foams (AFFFs) have been extensively used for firefighting, contributing to environmental contamination with per- and polyfluoroalkyl substances (PFAS). Most PFAS in AFFFs are fluorosurfactants, known to self-assemble into large supramolecular assemblies in the field of physical chemistry; however, the application of this phenomenon to understanding environmental fate has not been studied. We hypothesize that self-assembled PFAS likely enhance the long-term retention of PFAS in subsurface environments, acting as a continuous source of dissolved PFAS. Thus, characterizing these self-assemblies and understanding their aggregation dynamics are crucial for assessing the fate and transport of PFAS. Despite the utility of molecular dynamics (MD) simulation in studying surfactant behaviors, fluorosurfactants have been underexplored due to the lack of force field parameters. In this study, we developed coarse-grained (CG) force field parameters for fluorosurfactants based on the Martini 3 model and performed CG-MD simulations. These “computational microscope” simulations reveal the self-assembly behavior of selected PFAS, aligning with experimental cryo-transmission electron microscopy observations and providing mechanistic insights. Our work sheds light on the evolution of solvated PFAS self-assemblies over time and space. The CG-MD simulation can particularly address the knowledge gaps for new PFAS that are difficult to explore experimentally due to the lack of chemical standards.

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Publication Details

Journal
Environmental Science & Technology Letters
Published
2025-04-24
DOI
https://doi.org/10.1021/acs.estlett.4c01081
Citations
3
Primary Topic
Per- and polyfluoroalkyl substances research
Type
article
Field-Weighted Citation Impact
2.58

Funders

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article

Insight into the Self-Assembly Behaviors of Per- and Polyfluoroalkyl Substances Using a “Computational Microscope”

Jinxia Liu, Riccardo Alessandri, Bei Yan, ‪Siewert J. Marrink et al.
3 citations
Environmental Science & Technology Letters
Per- and polyfluoroalkyl substances research
2.58
article

Insight into the Self-Assembly Behaviors of Per- and Polyfluoroalkyl Substances Using a “Computational Microscope”

Jinxia Liu, Riccardo Alessandri, Bei Yan, ‪Siewert J. Marrink, Linda Lee
article en
3 citations

Abstract

Aqueous film-forming foams (AFFFs) have been extensively used for firefighting, contributing to environmental contamination with per- and polyfluoroalkyl substances (PFAS). Most PFAS in AFFFs are fluorosurfactants, known to self-assemble into large supramolecular assemblies in the field of physical chemistry; however, the application of this phenomenon to understanding environmental fate has not been studied. We hypothesize that self-assembled PFAS likely enhance the long-term retention of PFAS in subsurface environments, acting as a continuous source of dissolved PFAS. Thus, characterizing these self-assemblies and understanding their aggregation dynamics are crucial for assessing the fate and transport of PFAS. Despite the utility of molecular dynamics (MD) simulation in studying surfactant behaviors, fluorosurfactants have been underexplored due to the lack of force field parameters. In this study, we developed coarse-grained (CG) force field parameters for fluorosurfactants based on the Martini 3 model and performed CG-MD simulations. These “computational microscope” simulations reveal the self-assembly behavior of selected PFAS, aligning with experimental cryo-transmission electron microscopy observations and providing mechanistic insights. Our work sheds light on the evolution of solvated PFAS self-assemblies over time and space. The CG-MD simulation can particularly address the knowledge gaps for new PFAS that are difficult to explore experimentally due to the lack of chemical standards.

Environmental Science & Technology LettersVol. 12(5)
Hong Kong Polytechnic University (HK), University of Groningen (NL), Purdue University West Lafayette (US), University of Chicago (US), McGill University (CA), KU Leuven (BE)
Natural Sciences and Engineering Research Council of Canada
Openalex Percentile: Top 12%
Per- and polyfluoroalkyl substances research
2.58
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