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Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus

Photodynamic antimicrobial chemotherapy (PAC) is an efficient tool for inactivating microorganisms. This technique is a good approach to inactivate the foodborne microorganisms, which are responsible for one of the major public health concerns worldwide—the foodborne diseases. In this work, response...

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Autores principales: Santos, Adriele R., da Silva, Alex F., Batista, Andréia F. P., Freitas, Camila F., Bona, Evandro, Sereia, Maria J., Caetano, Wilker, Hioka, Noburu, Mikcha, Jane M. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148482/
https://www.ncbi.nlm.nih.gov/pubmed/32192121
http://dx.doi.org/10.3390/antibiotics9030125
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author Santos, Adriele R.
da Silva, Alex F.
Batista, Andréia F. P.
Freitas, Camila F.
Bona, Evandro
Sereia, Maria J.
Caetano, Wilker
Hioka, Noburu
Mikcha, Jane M. G.
author_facet Santos, Adriele R.
da Silva, Alex F.
Batista, Andréia F. P.
Freitas, Camila F.
Bona, Evandro
Sereia, Maria J.
Caetano, Wilker
Hioka, Noburu
Mikcha, Jane M. G.
author_sort Santos, Adriele R.
collection PubMed
description Photodynamic antimicrobial chemotherapy (PAC) is an efficient tool for inactivating microorganisms. This technique is a good approach to inactivate the foodborne microorganisms, which are responsible for one of the major public health concerns worldwide—the foodborne diseases. In this work, response surface methodology (RSM) was used to evaluate the interaction of Eosin Y (EOS) concentration and irradiation time on Staphylococcus aureus counts and a sequence of designed experiments to model the combined effect of each factor on the response. A second-order polynomial empirical model was developed to describe the relationship between EOS concentration and irradiation time. The results showed that the derived model could predict the combined influences of these factors on S. aureus counts. The agreement between predictions and experimental observations (R(2)(adj) = 0.9159, p = 0.000034) was also observed. The significant terms in the model were the linear negative effect of photosensitizer (PS) concentration, followed by the linear negative effect of irradiation time, and the quadratic negative effect of PS concentration. The highest reductions in S. aureus counts were observed when applying a light dose of 9.98 J/cm(2) (498 nM of EOS and 10 min. irradiation). The ability of the evaluated model to predict the photoinactivation of S. aureus was successfully validated. Therefore, the use of RSM combined with PAC is a promising approach to inactivate foodborne pathogens.
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spelling pubmed-71484822020-04-21 Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus Santos, Adriele R. da Silva, Alex F. Batista, Andréia F. P. Freitas, Camila F. Bona, Evandro Sereia, Maria J. Caetano, Wilker Hioka, Noburu Mikcha, Jane M. G. Antibiotics (Basel) Article Photodynamic antimicrobial chemotherapy (PAC) is an efficient tool for inactivating microorganisms. This technique is a good approach to inactivate the foodborne microorganisms, which are responsible for one of the major public health concerns worldwide—the foodborne diseases. In this work, response surface methodology (RSM) was used to evaluate the interaction of Eosin Y (EOS) concentration and irradiation time on Staphylococcus aureus counts and a sequence of designed experiments to model the combined effect of each factor on the response. A second-order polynomial empirical model was developed to describe the relationship between EOS concentration and irradiation time. The results showed that the derived model could predict the combined influences of these factors on S. aureus counts. The agreement between predictions and experimental observations (R(2)(adj) = 0.9159, p = 0.000034) was also observed. The significant terms in the model were the linear negative effect of photosensitizer (PS) concentration, followed by the linear negative effect of irradiation time, and the quadratic negative effect of PS concentration. The highest reductions in S. aureus counts were observed when applying a light dose of 9.98 J/cm(2) (498 nM of EOS and 10 min. irradiation). The ability of the evaluated model to predict the photoinactivation of S. aureus was successfully validated. Therefore, the use of RSM combined with PAC is a promising approach to inactivate foodborne pathogens. MDPI 2020-03-17 /pmc/articles/PMC7148482/ /pubmed/32192121 http://dx.doi.org/10.3390/antibiotics9030125 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Santos, Adriele R.
da Silva, Alex F.
Batista, Andréia F. P.
Freitas, Camila F.
Bona, Evandro
Sereia, Maria J.
Caetano, Wilker
Hioka, Noburu
Mikcha, Jane M. G.
Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus
title Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus
title_full Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus
title_fullStr Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus
title_full_unstemmed Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus
title_short Application of Response Surface Methodology to Evaluate Photodynamic Inactivation Mediated by Eosin Y and 530 nm LED against Staphylococcus aureus
title_sort application of response surface methodology to evaluate photodynamic inactivation mediated by eosin y and 530 nm led against staphylococcus aureus
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148482/
https://www.ncbi.nlm.nih.gov/pubmed/32192121
http://dx.doi.org/10.3390/antibiotics9030125
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