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Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector

Background: Mixtures play a key role in Food Science and Technology. For studying them, rational approaches should be used. In detail, the experimental designs for mixtures are useful tools for studying the effects of ingredients/components in formulations. Results: Food Science and Technology is th...

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Autores principales: Squeo, Giacomo, De Angelis, Davide, Leardi, Riccardo, Summo, Carmine, Caponio, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8161211/
https://www.ncbi.nlm.nih.gov/pubmed/34069527
http://dx.doi.org/10.3390/foods10051128
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author Squeo, Giacomo
De Angelis, Davide
Leardi, Riccardo
Summo, Carmine
Caponio, Francesco
author_facet Squeo, Giacomo
De Angelis, Davide
Leardi, Riccardo
Summo, Carmine
Caponio, Francesco
author_sort Squeo, Giacomo
collection PubMed
description Background: Mixtures play a key role in Food Science and Technology. For studying them, rational approaches should be used. In detail, the experimental designs for mixtures are useful tools for studying the effects of ingredients/components in formulations. Results: Food Science and Technology is the fourth category among the total records considered in this review. The applications span from food formulation to the composition of modified atmosphere, shelf-life improvement and bioactives extraction. However, the majority of the studies regards few products and ingredients. Simplex-lattice and simplex-centroid designs are the most common used, although some optimal designs, such as the D-optimal, have also interesting applications. Finally, some issues are highlighted, which basically regard the interpretation of the models coefficients and the lack of model validation. Conclusion: In the last decade, mixture designs have been fairly used in the field of Food Science and Technology. Modeling the response(s) allows researchers to achieve a global knowledge of the system under study within the defined experimental domain. However, the majority of application has regarded limited classes of products, and thus an increase in the spectrum of applications is desired.
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spelling pubmed-81612112021-05-29 Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector Squeo, Giacomo De Angelis, Davide Leardi, Riccardo Summo, Carmine Caponio, Francesco Foods Review Background: Mixtures play a key role in Food Science and Technology. For studying them, rational approaches should be used. In detail, the experimental designs for mixtures are useful tools for studying the effects of ingredients/components in formulations. Results: Food Science and Technology is the fourth category among the total records considered in this review. The applications span from food formulation to the composition of modified atmosphere, shelf-life improvement and bioactives extraction. However, the majority of the studies regards few products and ingredients. Simplex-lattice and simplex-centroid designs are the most common used, although some optimal designs, such as the D-optimal, have also interesting applications. Finally, some issues are highlighted, which basically regard the interpretation of the models coefficients and the lack of model validation. Conclusion: In the last decade, mixture designs have been fairly used in the field of Food Science and Technology. Modeling the response(s) allows researchers to achieve a global knowledge of the system under study within the defined experimental domain. However, the majority of application has regarded limited classes of products, and thus an increase in the spectrum of applications is desired. MDPI 2021-05-19 /pmc/articles/PMC8161211/ /pubmed/34069527 http://dx.doi.org/10.3390/foods10051128 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Squeo, Giacomo
De Angelis, Davide
Leardi, Riccardo
Summo, Carmine
Caponio, Francesco
Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_full Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_fullStr Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_full_unstemmed Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_short Background, Applications and Issues of the Experimental Designs for Mixture in the Food Sector
title_sort background, applications and issues of the experimental designs for mixture in the food sector
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8161211/
https://www.ncbi.nlm.nih.gov/pubmed/34069527
http://dx.doi.org/10.3390/foods10051128
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