Different strategies to obtain laccase-based time-temperature indicator for monitoring of cold chain storage and management

dc.contributor.authorHackenhaar, Camila Regina
dc.contributor.authorZimmermann, Vinicius
dc.contributor.authorLinares, Lucas dos Santos
dc.contributor.authorCannavon, Victor Moreira
dc.contributor.authorBolívar Bolívar, Juan Manuel
dc.contributor.authorFernandez Lafuente, Roberto
dc.contributor.authorRodrigues, Rafael C.
dc.date.accessioned2026-02-06T09:38:46Z
dc.date.available2026-02-06T09:38:46Z
dc.date.issued2025-07-21
dc.description.abstractIn this work, we have developed a battery of enzymatic time-temperature indicators (TTIs) based on the oxidation of 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) catalyzed by laccase from Trametes versicolor. For this, enzyme concentration, pH value, and addition of sodium azide (a non-competitive inhibitor of the enzyme) were utilized to modulate the apparent activation energy of the reaction catalyzed by the biocatalyst (Ea) and the reaction rate constant, tailoring them to match specific product requirements. The color change (∆E) was used as the response parameter. To check the feasibility of this biosensor, ∆E was modeled using a modified Arrhenius equation to extract kinetic parameters for each TTI formulation. TTI prototypes were evaluated under a wide range of isothermal (4–45 °C) and dynamic temperature conditions (4–30 °C). The results showed that enzyme concentration primarily influenced the (∆E) rate, while reaction Ea was significantly affected by pH and laccase inhibitor concentration. Under dynamic conditions simulating real cold chain scenarios, the model accurately predicted the TTI response, demonstrating high correlation between experimental and simulated data (R2 > 0.94). These findings confirm the feasibility of customizing TTIs for different perishable products. These enzymatic TTIs offer a scalable and cost-effective tool for integration into intelligent packaging systems, enhancing cold chain management and reducing food waste
dc.description.departmentDepto. de Ingeniería Química y de Materiales
dc.description.facultyFac. de Ciencias Químicas
dc.description.refereedTRUE
dc.description.sponsorshipMICIU/AEI
dc.description.sponsorshipMINECO and AEI
dc.description.sponsorshipEuropean Union NextGeneration EU/PRTR
dc.description.statuspub
dc.identifier.citationCamila Regina Hackenhaar, Vinicius Zimmermann, Lucas dos Santos Linares, Victor Moreira Cannavon, Juan M. Bolivar, Roberto Fernandez-Lafuente, Rafael C. Rodrigues, Different strategies to obtain laccase-based time-temperature indicator for monitoring of cold chain storage and management, Innovative Food Science & Emerging Technologies, Volume 109, 2026, 104454, ISSN 1466-8564, https://doi.org/10.1016/j.ifset.2026.104454.
dc.identifier.doi10.1016/j.ifset.2026.104454
dc.identifier.issn1466-8564
dc.identifier.officialurlhttps://doi.org/10.1016/j.ifset.2026.104454
dc.identifier.relatedurlhttps://www.sciencedirect.com/science/article/pii/S1466856426000226#gts0015
dc.identifier.urihttps://hdl.handle.net/20.500.14352/131800
dc.journal.titleInnovative Food Science & Emerging Technologies
dc.language.isoeng
dc.publisherElsevier
dc.relation.projectIDCNS2022-135541
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-136535OB-I00/ES/INTEGRACION DE NANOTECNOLOGIA Y DISEÑO DE BIOCATALIZADORES: NUEVAS ESTRATEGIAS PARA ABORDAR LOS PROBLEMAS DE LA COIMMOVILIZACION DE ENZIMAS/
dc.rights.accessRightsembargoed access
dc.subject.cdu54
dc.subject.keywordTime-temperature indicator
dc.subject.keywordLaccase
dc.subject.keywordShelf-life prediction
dc.subject.keywordCold chain
dc.subject.keywordKinetic modeling
dc.subject.ucmAlimentación
dc.subject.ucmBioquímica (Química)
dc.subject.ucmIngeniería química
dc.subject.unesco2302 Bioquímica
dc.subject.unesco3302 Tecnología Bioquímica
dc.subject.unesco3303 Ingeniería y Tecnología Químicas
dc.subject.unesco3309 Tecnología de Los Alimentos
dc.titleDifferent strategies to obtain laccase-based time-temperature indicator for monitoring of cold chain storage and management
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number109
dspace.entity.typePublication
relation.isAuthorOfPublicationdd41e7a5-3013-4b28-8263-915921ecf30a
relation.isAuthorOfPublication.latestForDiscoverydd41e7a5-3013-4b28-8263-915921ecf30a

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