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dc.contributor.authorAyad, Abdelilah
dc.contributor.authorEl Himri, Abdelouahad
dc.contributor.authorHarrou, Achraf
dc.contributor.authorBenali, Mohammed
dc.contributor.authorDira, Abdelouassia
dc.contributor.authorAparicio Martínez, Santiago 
dc.contributor.authorGutiérrez Vega, Alberto 
dc.contributor.authorSoldera, Armand
dc.contributor.authorGharibi, Elkhadir
dc.date.accessioned2026-09-04T07:43:15Z
dc.date.available2026-09-04T07:43:15Z
dc.date.issued2026-01
dc.identifier.urihttps://hdl.handle.net/10259/11996
dc.description.abstractQuercetin’s therapeutic potential is limited by its poor water solubility and rapid degradation. Natural clay minerals such as kaolinite present sustainable platforms for drug delivery, yet the molecular mechanisms of drug encapsulation are not fully understood. Specifically, the role of kaolinite’s structural polarity, its hydrophilic aluminol (001) and hydrophobic siloxane (00-1) basal surfaces, in selective drug adsorption remains unexplored. This study combines Monte Carlo sampling and Density Functional Theory (DFT) to provide the first quantitative, atomistic comparison of quercetin adsorption on both kaolinite surfaces. The results demonstrate a pronounced polarity-driven selectivity. Strong, exothermic adsorption (−206.65 kJ mol−1) occurs on the hydrophilic (001) surface, stabilized by a network of five hydrogen bonds. In contrast, the hydrophobic (00-1) surface exhibits significantly weaker sorption (−147.16 kJ mol−1), dominated by van derWaals interactions. Charge-transfer analysis shows that the hydrophilic (001) surface exhibits a net charge transfer of −0.198 e, approximately 2.4 times greater than that of the hydrophobic (00-1) surface (−0.083 e), consistent with differential electron density maps and partial density of states. By linking hydrogen bonding and charge transfer to adsorption energy, these results elucidate how surface polarity dictates drug encapsulation. This work establishes a predictive framework for designing kaolinite-based nanocarriers with optimized stability, bioavailability, and controlled release, guiding the development of sustainable drug delivery systems. It is noted that this DFT study models adsorption at 0 K using periodic slab models in a vacuum.en
dc.description.sponsorshipAS gratefully acknowledges the Natural Sciences and Engineering Research Council (NSERC) of Canada (Grant no. RGPIN-2024-05202). A. Ayad gratefully acknowledges the CNRST (Centre National pour la Recherche Scientifique et Technique) in Morocco for the PhD scholarship. Authors gratefully acknowledges Eleni Gianni, Applied Mineralogy|Molecular Simulations, Centre for Research and Technology Hellas.en
dc.format.mimetypeapplication/pdf
dc.language.isoengen
dc.publisherMDPIen
dc.relation.ispartofMaterials. 2026, V. 19, n. 2, art. 368
dc.rightsAtribución 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectClayen
dc.subjectFlavonoiden
dc.subjectSurface engineeringen
dc.subjectNanocarrier designen
dc.subjectFooden
dc.subjectEncapsulationen
dc.subject.otherCaolinitaes
dc.subject.otherKaoliniteen
dc.titlePolarity-Driven Selective Adsorption of Quercetin on Kaolinite: An Integrated DFT and Monte Carlo Studyen
dc.typeinfo:eu-repo/semantics/articlees
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.relation.publisherversionhttps://doi.org/10.3390/ma19020368
dc.identifier.doi10.3390/MA19020368
dc.identifier.essn1996-1944
dc.journal.titleMaterialsen
dc.volume.number19es
dc.issue.number2es
dc.page.initial368es
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones


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