2026-10-29T13:41:43Zhttps://riubu.ubu.es/oai/request
oai:riubu.ubu.es:10259/119872026-09-04T00:05:21Zcom_10259_6168com_10259_5086com_10259_2604com_10259_4323col_10259_6169col_10259_4330
Repositorio Institucional de la Universidad de Burgos author Huerta Sainz, Sergio de la author Diez Cabanes, Valentin author Gutiérrez Vega, Alberto author Martel Martín, Sonia author Fernández Pampín, Natalia author Rumbo Lorenzo, Carlos author Marcos Villa, Pedro A. author Bol Arreba, Alfredo author Marson, Domenico author Laurini, Erik author Aparicio Martínez, Santiago 2026-09-02T07:37:25Z 2026-09-02T07:37:25Z 2026-09 2468-1113 https://hdl.handle.net/10259/11987 10.1016/J.COMTOX.2026.100440 Essential-oil nanocapsules are bio-based antimicrobial formulations central to agri-food sustainability, yet their human and environmental hazard as formulated products cannot be assessed by conventional molecular QSAR, which ignores controlled release kinetics, nano-specific bio-interactions, and shell-material contributions. We apply a systems toxicology approach — integrating molecular QSAR (Tier 1), Korsmeyer–Peppas release kinetics (Tier 2), and a nano-specific bioavailability correction layer (Tier 3) — to produce the first quantitative integrated hazard prediction for two clove-oil advanced-material (AdMa) nanocapsule formulations: AdMa EO@PEC-GEL (pectin–gelatin shell, CaCl₂ crosslinker) and AdMa EO@Chi (chitosan shell, formaldehyde crosslinker).Eugenol (∼90 wt% core) is the principal toxicophore. Release parameters were scaled from published eugenol–chitosan kinetic data to the 1 μm target particle size; nano-correction factors were calibrated from published surface-charge and uptake relationships. The integrated model predicts AdMa EO@PEC-GEL to be 9.1× safer than free eugenol (IC₅₀ ∼3.5 mM vs. 0.38 mM), driven by anionic surface charge and 80% encapsulation efficiency. AdMa EO@Chi retains toxicity close to the free molecule (IC₅₀ ∼0.91 mM; 2.4×) because cationic surface charge offsets the encapsulation benefit. The formaldehyde crosslinker introduces independent sensitisation, genotoxicity, and IARC Group 1 carcinogenicity flags — quantified via the concentration-addition mixture model — entirely absent from PEC-GEL.Sensitivity analysis identifies zeta potential as the dominant model uncertainty driver. Tier 2 is retrospectively validated against published release kinetics (R2 = 0.997). The Korsmeyer–Peppas tier applies directly to environmental fate scenarios — pH-dependent shell dissolution in soil and aquatic compartments — providing a unified architecture for human–environment integrated hazard assessment aligned with planetary health priorities. An interactive, browser-based digital twin is provided as Supplementary Information: it recomputes all integrated predictions in real time as the user adjusts the model inputs (zeta potential, particle size, encapsulation efficiency, eugenol fraction, release time and pH/enzyme condition), enabling transparent scenario analysis and progressive refinement as experimental data become available, in line with the iterative Safe-and-Sustainable-by-Design (SSbD) workflow. eng Attribution-NonCommercial-NoDerivatives 4.0 Internacional Essential oil nanocapsules Systems toxicology Integrated hazard prediction Korsmeyer Peppas release kinetics Safe and sustainable by design Human and environmental health A three-tier in silico toxicology framework for formulated essential-oil nanocapsules: integrating molecular hazard, release kinetics and nano-bioavailability for safe-and-sustainable-by-design assessment info:eu-repo/semantics/article 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 URL https://riubu.ubu.es/bitstream/10259/11987/1/Gutierrez-CT_2026.pdf File MD5 991ff89d02aa435772dd9d32aa8710e4 6342523 application/pdf Gutierrez-CT_2026.pdf