Antimicrobial agents based on metal-ion zeolite materials: a multivariate approach to microbial growth inhibition
| dc.comments | CEB58530 | |
| dc.contributor.author | Guedes, Joana | |
| dc.contributor.author | Gonçalves, Diogo B. | |
| dc.contributor.author | Rodrigues, Catarina F. | |
| dc.contributor.author | Parpot, Pier | |
| dc.contributor.author | Fonseca, A. M. | |
| dc.contributor.author | Almeida Aguiar, Cristina | |
| dc.contributor.author | Neves, Isabel C. | |
| dc.date.accessioned | 2025-10-13T16:02:33Z | |
| dc.date.issued | 2025-10 | |
| dc.date.updated | 2025-10-13T10:42:36Z | |
| dc.description | The 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.abstract | Bacteria 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.sponsorship | FCT (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.distribution | international | |
| dc.identifier.citation | Guedes, 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.doi | 10.1039/d5ra05465f | |
| dc.identifier.issn | 20462069 | |
| dc.identifier.uri | https://hdl.handle.net/1822/97489 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.publisher | Royal Society of Chemistry | |
| dc.relation | Chemistry Research Centre of the University of Minho [UID/QUI/00686/2019] | |
| dc.relation | Centre of Molecular and Environmental Biology [UIDB/04050/2020] | |
| dc.relation | Centre of Biological Engineering of the University of Minho [UIDB/04469/2020] | |
| dc.relation | Understanding Big Data in High Energy Physics: finding a needle in many haystacks [PTDC/FIS-PAR/29147/2017] | |
| dc.relation.hasversion | https://pubs.rsc.org/en/content/articlelanding/2025/ra/d5ra05465f | |
| dc.relation.publisherversion | http://pubs.rsc.org/en/journals/journalissues/ra | |
| dc.rights | openAccess | |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
| dc.subject | Antimicrobial agents | |
| dc.subject | Chemical contamination | |
| dc.subject | Escherichia coli | |
| dc.subject | Ion exchange | |
| dc.subject | Metal ions | |
| dc.subject | Microwave integrated circuits | |
| dc.subject | Packaging machines | |
| dc.subject | Staphylococcus aureus | |
| dc.subject | Yeast | |
| dc.title | Antimicrobial agents based on metal-ion zeolite materials: a multivariate approach to microbial growth inhibition | |
| dc.type | article | |
| dspace.entity.type | Publication | |
| oaire.awardNumber | UID/QUI/00686/2019 | |
| oaire.awardNumber | UIDB/04050/2020 | |
| oaire.awardNumber | UIDB/04469/2020 | |
| oaire.awardNumber | PTDC/FIS-PAR/29147/2017 | |
| oaire.awardTitle | Chemistry Research Centre of the University of Minho [UID/QUI/00686/2019] | |
| oaire.awardTitle | Centre of Molecular and Environmental Biology [UIDB/04050/2020] | |
| oaire.awardTitle | Centre of Biological Engineering of the University of Minho [UIDB/04469/2020] | |
| oaire.awardTitle | Understanding Big Data in High Energy Physics: finding a needle in many haystacks [PTDC/FIS-PAR/29147/2017] | |
| oaire.awardURI | https://hdl.handle.net/1822/97352 | |
| oaire.awardURI | https://hdl.handle.net/1822/97485 | |
| oaire.awardURI | https://hdl.handle.net/1822/97234 | |
| oaire.awardURI | https://hdl.handle.net/1822/97486 | |
| oaire.citationEndPage | 36392 | por |
| oaire.citationIssue | 43 | |
| oaire.citationStartPage | 36380 | por |
| oaire.citationVolume | 15 | |
| oaire.funderIdentifier | http://doi.org/10.13039/501100001871 | |
| oaire.funderIdentifier | http://doi.org/10.13039/501100001871 | |
| oaire.funderIdentifier | http://doi.org/10.13039/501100001871 | |
| oaire.funderIdentifier | http://doi.org/10.13039/501100001871 | |
| oaire.funderName | Fundação para a Ciência e a Tecnologia, I.P. | |
| oaire.funderName | Fundação para a Ciência e a Tecnologia, I.P. | |
| oaire.funderName | Fundação para a Ciência e a Tecnologia, I.P. | |
| oaire.funderName | Fundação para a Ciência e a Tecnologia, I.P. | |
| oaire.fundingStream | Financiamento do Plano Estratégico de Unidades de I&D - 2019 | |
| oaire.fundingStream | Concurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017/2018) - Financiamento Base | |
| oaire.fundingStream | Concurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017/2018) - Financiamento Base | |
| oaire.fundingStream | Concurso para Financiamento de Projetos de Investigação Científica e Desenvolvimento Tecnológico em Todos os Domínios Científicos - 2017 | |
| oaire.version | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |
| relation.isProjectOfPublication | 032fd1ae-afab-4e4a-9598-17e028341e8d | |
| relation.isProjectOfPublication | 438812f3-017e-409c-bdcb-284542112f96 | |
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| relation.isProjectOfPublication.latestForDiscovery | 032fd1ae-afab-4e4a-9598-17e028341e8d | |
| sdum.journal | RSC Advances |
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