Antimicrobial agents based on metal-ion zeolite materials: a multivariate approach to microbial growth inhibition

dc.commentsCEB58530
dc.contributor.authorGuedes, Joana
dc.contributor.authorGonçalves, Diogo B.
dc.contributor.authorRodrigues, Catarina F.
dc.contributor.authorParpot, Pier
dc.contributor.authorFonseca, A. M.
dc.contributor.authorAlmeida Aguiar, Cristina
dc.contributor.authorNeves, Isabel C.
dc.date.accessioned2025-10-13T16:02:33Z
dc.date.issued2025-10
dc.date.updated2025-10-13T10:42:36Z
dc.descriptionThe data will be available upon request. Supplementary information: Tables S1 and S2 describe the metal-ion zeolite materials based in LTA and MFI structures prepared by the ion-exchange method; and bacterial and yeast strains used in this study, respectively. Tables S3–S5, display the dataset used for machine learning analysis. Fig. S1 describe the cluster map of the MIC values obtained for all LTA-based and MFI-based samples against the studied yeast species (2.5 indicates MIC > 2.0 mg mL−1 ). See DOI: https://doi.org/10.1039/d5ra05465f
dc.description.abstractBacteria are susceptible to zeolites doped with metal ions. Although the complete mode of action remains unclear, it is widely accepted that metal ions kill bacteria by inducing the production of reactive oxygen species (ROS), which are detrimental to microbial life processes. In this study, two zeolite structures, MFI and LTA, were selected as hosts for the preparation of various metal-ion zeolite materials, which were then tested for their antimicrobial activity against eight different bacterial strainsEscherichia coli, Enterococcus faecalis, Klebsiella pneumoniae, Staphylococcus saprophyticus, Proteus mirabilis, Pseudomonas aeruginosa, methicillin-sensitive Staphylococcus aureus (MSSA) and methicillin-resistant Staphylococcus aureus (MRSA)and five yeastsSaccharomyces cerevisiae, Candida albicans, Candida tropicalis, Candida glabrata and Candida parapsilosis. Minimum inhibitory concentrations (MICs) and antimicrobial efficacies (%) were determined for each materialmicrobe pair. In addition to comparing eukaryotic and prokaryotic models, bacterial susceptibility was assessed across differences in cell wall structure (Gram-positive vs. Gram-negative), growth phase (exponential vs. stationary), and strain type (clinical isolate vs. type strain). Principal component analysis (PCA) and hierarchical clustering were used to identify patterns across MIC and antimicrobial efficacy data of the antimicrobial performance of metal-ion zeolite materials. Furthermore, ANOVA-simultaneous component analysis (ASCA) was applied on a balanced a posteriori designed dataset to assess the contribution of experimental factors to the observed variance. To demonstrate a direct application, selected samples were preliminary tested as coatings for fruit packaging to evaluate their potential for prolonging shelf life. These findings highlight the potential of metal-ion exchanged zeolites as antimicrobial agents for healthcare and food packaging applications. © 2025 The Royal Society of Chemistry.eng
dc.description.sponsorshipFCT (Portugal) supported this work in the framework of the Strategic Funding projects: CQ-UM/UID/00686, UIDB/04050 and UIDB/04469. FCT also funded this project via POCI-01-0145-FEDER-029147 – PTDC/FIS-PAR/29147/2017.
dc.distributioninternational
dc.identifier.citationGuedes, J., Gonçalves, D. B., Rodrigues, C. F., Parpot, P., Fonseca, A. M., Almeida-Aguiar, C., & Neves, I. C. (2025). Antimicrobial agents based on metal-ion zeolite materials: a multivariate approach to microbial growth inhibition. RSC Advances, 15(43), 36380–36392. https://doi.org/10.1039/d5ra05465f
dc.identifier.doi10.1039/d5ra05465f
dc.identifier.issn20462069
dc.identifier.urihttps://hdl.handle.net/1822/97489
dc.language.isoeng
dc.peerreviewedyes
dc.publisherRoyal Society of Chemistry
dc.relationChemistry Research Centre of the University of Minho [UID/QUI/00686/2019]
dc.relationCentre of Molecular and Environmental Biology [UIDB/04050/2020]
dc.relationCentre of Biological Engineering of the University of Minho [UIDB/04469/2020]
dc.relationUnderstanding Big Data in High Energy Physics: finding a needle in many haystacks [PTDC/FIS-PAR/29147/2017]
dc.relation.hasversionhttps://pubs.rsc.org/en/content/articlelanding/2025/ra/d5ra05465f
dc.relation.publisherversionhttp://pubs.rsc.org/en/journals/journalissues/ra
dc.rightsopenAccess
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectAntimicrobial agents
dc.subjectChemical contamination
dc.subjectEscherichia coli
dc.subjectIon exchange
dc.subjectMetal ions
dc.subjectMicrowave integrated circuits
dc.subjectPackaging machines
dc.subjectStaphylococcus aureus
dc.subjectYeast
dc.titleAntimicrobial agents based on metal-ion zeolite materials: a multivariate approach to microbial growth inhibition
dc.typearticle
dspace.entity.typePublication
oaire.awardNumberUID/QUI/00686/2019
oaire.awardNumberUIDB/04050/2020
oaire.awardNumberUIDB/04469/2020
oaire.awardNumberPTDC/FIS-PAR/29147/2017
oaire.awardTitleChemistry Research Centre of the University of Minho [UID/QUI/00686/2019]
oaire.awardTitleCentre of Molecular and Environmental Biology [UIDB/04050/2020]
oaire.awardTitleCentre of Biological Engineering of the University of Minho [UIDB/04469/2020]
oaire.awardTitleUnderstanding Big Data in High Energy Physics: finding a needle in many haystacks [PTDC/FIS-PAR/29147/2017]
oaire.awardURIhttps://hdl.handle.net/1822/97352
oaire.awardURIhttps://hdl.handle.net/1822/97485
oaire.awardURIhttps://hdl.handle.net/1822/97234
oaire.awardURIhttps://hdl.handle.net/1822/97486
oaire.citationEndPage36392por
oaire.citationIssue43
oaire.citationStartPage36380por
oaire.citationVolume15
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.fundingStreamFinanciamento do Plano Estratégico de Unidades de I&D - 2019
oaire.fundingStreamConcurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017/2018) - Financiamento Base
oaire.fundingStreamConcurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017/2018) - Financiamento Base
oaire.fundingStreamConcurso para Financiamento de Projetos de Investigação Científica e Desenvolvimento Tecnológico em Todos os Domínios Científicos - 2017
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
relation.isProjectOfPublication032fd1ae-afab-4e4a-9598-17e028341e8d
relation.isProjectOfPublication438812f3-017e-409c-bdcb-284542112f96
relation.isProjectOfPublication4b81f748-715d-4f67-a957-25742087087b
relation.isProjectOfPublication1b547b94-5648-4fa4-a6da-72d4f5e2ae98
relation.isProjectOfPublication.latestForDiscovery032fd1ae-afab-4e4a-9598-17e028341e8d
sdum.journalRSC Advances

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