Monitoring salting kinetics of pork loin using magnetic resonance imaging (MRI) and time-domain nuclear magnetic resonance (TD-NMR)

dc.contributor.authorRemiro, Víctor
dc.contributor.authorCambero Rodríguez, María Isabel
dc.contributor.authorRomero De Ávila Hidalgo, María Dolores
dc.contributor.authorCastejón, David
dc.contributor.authorMoreno Molera, David
dc.contributor.authorSegura Plaza, José Francisco
dc.contributor.authorFernández Valle, María Encarnación
dc.date.accessioned2025-03-28T16:53:05Z
dc.date.available2025-03-28T16:53:05Z
dc.date.issued2025
dc.descriptionContribución de autores (CRediT): Víctor Remiro: Writing – review & editing, Writing – original draft, Supervision, Software, Methodology, Investigation, Formal analysis, Data curation, Conceptualization. María Isabel Cambero: Writing – review & editing, Supervision, Project administration, Methodology, Investigation, Funding acquisition, Formal analysis, Data curation, Conceptualization. María Dolores Romero-de-Ávila: Writing – review & editing, Writing – original draft, Supervision, Project administration, Methodology, Investigation, Funding acquisition, Formal analysis, Data curation, Conceptualization. David Castejón: Writing – review & editing, Writing – original draft, Supervision. David Moreno-Molera: Supervision, Methodology. José Segura: Writing – review & editing, Writing – original draft, Supervision. María Encarnación Fernández-Valle: Writing – review & editing, Supervision, Software, Methodology, Investigation, Formal analysis, Data curation, Conceptualization.
dc.description.abstractMagnetic resonance imaging (MRI) and time-domain nuclear magnetic resonance (TD-NMR) have been used as tools to monitor the salting process in pork loin. For this purpose, the longitudinal (T1) and transverse (T2) relaxation times, as well as the apparent diffusion coefficient (ADC), have been employed. To observe the changes occurring in meat pieces during the salting process and to obtain prediction models of the salt (NaCl) and water contents, the potential of each of these parameters has been evaluated. Surface models have been obtained that allow the observation of variations in T1, T2, and ADC MRI values related to salt diffusion and water loss during the salting process. Additionally, simple regression models have been established to determine the NaCl and water contents at any time during the process based on T1 and T2 values MRI values. On the other hand, to determine the NaCl content of the meat from the TD-NMR study, similar regression models were obtained with the mono-exponential analysis of T1 and T2 values. Additionally, the multi-exponential analysis of both T1 and T2 has provided insight into the effect of salt intake on the proton populations inside the meat. Thus, it is concluded that MRI and TD-NMR are highly suitable non-destructive techniques for the salt content determination and the monitoring of the salting process in the meat industry.
dc.description.departmentDepto. de Farmacia Galénica y Tecnología Alimentaria
dc.description.facultyFac. de Veterinaria
dc.description.refereedTRUE
dc.description.sponsorshipMinisterio de Economía y Competitividad (España)
dc.description.statuspub
dc.identifier.citationVíctor Remiro, María Isabel Cambero, María Dolores Romero-de-Ávila, David Castejón, David Moreno-Molera, José Segura, María Encarnación Fernández-Valle, Monitoring salting kinetics of pork loin using magnetic resonance imaging (MRI) and time-domain nuclear magnetic resonance (TD-NMR), LWT, Volume 222, 2025, 117635, https://doi.org/10.1016/j.lwt.2025.117635.
dc.identifier.doi10.1016/j.lwt.2025.117635
dc.identifier.essn1096-1127
dc.identifier.issn0023-6438
dc.identifier.officialurlhttps://doi.org/10.1016/j.lwt.2025.117635
dc.identifier.urihttps://hdl.handle.net/20.500.14352/119035
dc.issue.number117635
dc.journal.titleLWT
dc.language.isoeng
dc.page.final12
dc.page.initial1
dc.publisherElsevier
dc.relation.projectIDPID2019-107542RB-C22
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.cdu636.09
dc.subject.keywordSalting kinetics
dc.subject.keywordNaCl diffusion
dc.subject.keywordPork
dc.subject.keywordMRI
dc.subject.keywordTD-NMR
dc.subject.ucmVeterinaria
dc.subject.unesco3109 Ciencias Veterinarias
dc.titleMonitoring salting kinetics of pork loin using magnetic resonance imaging (MRI) and time-domain nuclear magnetic resonance (TD-NMR)
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number222
dspace.entity.typePublication
relation.isAuthorOfPublication22a0098d-5a97-46ac-8dc2-077394506f2e
relation.isAuthorOfPublication7555003c-f428-4969-9333-941b580f4d86
relation.isAuthorOfPublication6a7ae18a-be91-4154-ba36-03c6aec972c2
relation.isAuthorOfPublication.latestForDiscovery22a0098d-5a97-46ac-8dc2-077394506f2e

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Monitoring salting kinetics of pork loin using magnetic resonance imaging (MRI) and time-domain nuclear magnetic resonance (TD-NMR)

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