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dc.contributor.authorPérez Cortés, Alba
dc.contributor.authorHuerta Sainz, Sergio de la 
dc.contributor.authorSantamaría Herrera, Sara
dc.contributor.authorAparicio Martínez, Santiago 
dc.contributor.authorGutiérrez Vega, Alberto 
dc.date.accessioned2026-09-03T11:46:32Z
dc.date.available2026-09-03T11:46:32Z
dc.date.issued2026-07
dc.identifier.issn2211-7156
dc.identifier.urihttps://hdl.handle.net/10259/11995
dc.description.abstractPer- and polyfluoroalkyl substances (PFAS) are persistent, toxic pollutants that pose serious challenges for water remediation due to their resistance to degradation and the limitations of existing treatment technologies. In this study, we explore a nature-inspired strategy for PFAS extraction from water using hydrophobic natural deep eutectic solvents (HNADES), applying a multiscale in silico approach. Through quantum-chemical methods rooted in Density Functional Theory (DFT), COnductor-like Screening MOdel for Real Solvents (COSMO-RS) thermodynamic modeling and classical molecular dynamics (MD) simulations, we demonstrate that the selected HNADES exhibits strong affinity for three representative PFAS (PFOA, PFOS and HFPO-DA). This affinity arises from robust hydrogen bonding between PFAS acidic proton of the terminal functional group and the carbonyl group of decanoic acid, supported by favorable van der Waals interactions. The extraction process is further stabilized by internal hydrogen bonding within the HNADES, preserving its structural integrity. These molecular-level interactions translate into high PFAS solubilities and activity coefficients approaching zero, effectively enabling the disruption of PFAS hydration shells and facilitating their migration across the (HNADES)-(PFAS + water) interface into the organic phase. A strong correlation was observed between molecular descriptors and mixture behavior, laying the groundwork for predictive models of extraction efficiency. Building on these insights, we conducted an extended virtual screening of 1746 PFAS against 2589 HNADES combinations, identifying promising candidates for selective, scalable and environmentally friendly remediation technologies, with the most hydrophobic HNADES—primarily those containing linalool, verbenone and cineole—solubilizing the widest range of PFAS.en
dc.description.sponsorshipThis work was funded by European Union (Horizon 2020 program, project WORLD: H2020-MSCA-RISE-2019-WORLD-GA-873005), and Agencia Estatal de Investigación (Project NADESforPFAS: PID2022-142405OB-I00). Author Alberto Gutiérrez received grant BG22/00089 funded by Spanish Ministerio de Universidades. We also acknowledge SCAYLE (Supercomputación Castilla y León, Spain) for providing supercomputing facilities. The statements made herein are solely the responsibility of the authors.en
dc.format.mimetypeapplication/pdf
dc.language.isoenges
dc.publisherElsevieren
dc.relation.ispartofResults in Chemistry. 2026, V.27, art. 103473
dc.rightsAtribución 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectPer and polyfluoroalkyl substances (PFAS) in wateren
dc.subjectHydrophobic natural deep eutectic solvents (HNADES)en
dc.subjectDensity functional theory (DFT)en
dc.subjectCOnductor like screening MOdel for real solvents (COSMO-RS)en
dc.subjectClassical molecular dynamics (MD) simulationsen
dc.subjectMachine learningen
dc.subject.otherQuímica cuánticaes
dc.subject.otherQuantum chemistryen
dc.titleMultiscale mechanistic design of hydrophobic natural DES for PFAS extraction: from quantum chemistry to high-throughput screeningen
dc.typeinfo:eu-repo/semantics/articlees
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.relation.publisherversionhttps://doi.org/10.1016/j.rechem.2026.103473
dc.identifier.doi10.1016/J.RECHEM.2026.103473
dc.journal.titleResults in Chemistryen
dc.volume.number27es
dc.page.initial103473es
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones


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