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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8161211 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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