Cargando…
Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis
Design of Experiments (DoE) is a statistical tool used to plan and optimize experiments and is seen as a quality technology to achieve products excellence. Among the experimental designs (EDs), the mixture designs (MDs) stand out, being widely applied to improve conditions for processing, developing...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8391317/ https://www.ncbi.nlm.nih.gov/pubmed/34441717 http://dx.doi.org/10.3390/foods10081941 |
_version_ | 1783743246646640640 |
---|---|
author | Galvan, Diego Effting, Luciane Cremasco, Hágata Conte-Junior, Carlos Adam |
author_facet | Galvan, Diego Effting, Luciane Cremasco, Hágata Conte-Junior, Carlos Adam |
author_sort | Galvan, Diego |
collection | PubMed |
description | Design of Experiments (DoE) is a statistical tool used to plan and optimize experiments and is seen as a quality technology to achieve products excellence. Among the experimental designs (EDs), the mixture designs (MDs) stand out, being widely applied to improve conditions for processing, developing, or formulating novel products. This review aims to provide useful updated information on the capacity and diversity of MDs applications for the industry and scientific community in the areas of food, beverage, and pharmaceutical health. Recent works were selected following the Preferred Reporting Items for Systematic Review and Meta-Analyses statement (PRISMA) flow diagram. Data analysis was performed by self-organizing map (SOM) to check and understand which fields of application/countries/continents are using MDs. Overall, the SOM indicated that Brazil presented the largest number of works using MDs. Among the continents, America and Asia showed a predominance in applications with the same amount of work. Comparing the MDs application areas, the analysis indicated that works are prevalent in food and beverage science in the American continent, while in Asia, health science prevails. MDs were more used to develop functional/nutraceutical products and the formulation of drugs for several diseases. However, we briefly describe some promising research fields in that MDs can still be employed. |
format | Online Article Text |
id | pubmed-8391317 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83913172021-08-28 Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis Galvan, Diego Effting, Luciane Cremasco, Hágata Conte-Junior, Carlos Adam Foods Systematic Review Design of Experiments (DoE) is a statistical tool used to plan and optimize experiments and is seen as a quality technology to achieve products excellence. Among the experimental designs (EDs), the mixture designs (MDs) stand out, being widely applied to improve conditions for processing, developing, or formulating novel products. This review aims to provide useful updated information on the capacity and diversity of MDs applications for the industry and scientific community in the areas of food, beverage, and pharmaceutical health. Recent works were selected following the Preferred Reporting Items for Systematic Review and Meta-Analyses statement (PRISMA) flow diagram. Data analysis was performed by self-organizing map (SOM) to check and understand which fields of application/countries/continents are using MDs. Overall, the SOM indicated that Brazil presented the largest number of works using MDs. Among the continents, America and Asia showed a predominance in applications with the same amount of work. Comparing the MDs application areas, the analysis indicated that works are prevalent in food and beverage science in the American continent, while in Asia, health science prevails. MDs were more used to develop functional/nutraceutical products and the formulation of drugs for several diseases. However, we briefly describe some promising research fields in that MDs can still be employed. MDPI 2021-08-20 /pmc/articles/PMC8391317/ /pubmed/34441717 http://dx.doi.org/10.3390/foods10081941 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 | Systematic Review Galvan, Diego Effting, Luciane Cremasco, Hágata Conte-Junior, Carlos Adam Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis |
title | Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis |
title_full | Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis |
title_fullStr | Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis |
title_full_unstemmed | Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis |
title_short | Recent Applications of Mixture Designs in Beverages, Foods, and Pharmaceutical Health: A Systematic Review and Meta-Analysis |
title_sort | recent applications of mixture designs in beverages, foods, and pharmaceutical health: a systematic review and meta-analysis |
topic | Systematic Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8391317/ https://www.ncbi.nlm.nih.gov/pubmed/34441717 http://dx.doi.org/10.3390/foods10081941 |
work_keys_str_mv | AT galvandiego recentapplicationsofmixturedesignsinbeveragesfoodsandpharmaceuticalhealthasystematicreviewandmetaanalysis AT efftingluciane recentapplicationsofmixturedesignsinbeveragesfoodsandpharmaceuticalhealthasystematicreviewandmetaanalysis AT cremascohagata recentapplicationsofmixturedesignsinbeveragesfoodsandpharmaceuticalhealthasystematicreviewandmetaanalysis AT contejuniorcarlosadam recentapplicationsofmixturedesignsinbeveragesfoodsandpharmaceuticalhealthasystematicreviewandmetaanalysis |