Multivariate study and regression analysis of gluten-free granola

Detalhes bibliográficos
Autor(a) principal: Pagamunici,Lilian Maria
Data de Publicação: 2014
Outros Autores: Souza,Aloisio Henrique Pereira de, Gohara,Aline Kirie, Silvestre,Alline Aparecida Freitas, Visentainer,Jesuí Vergílio, Souza,Nilson Evelázio de, Gomes,Sandra Terezinha Marques, Matsushita,Makoto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Food Science and Technology (Campinas)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-20612014000100019
Resumo: This study developed a gluten-free granola and evaluated it during storage with the application of multivariate and regression analysis of the sensory and instrumental parameters. The physicochemical, sensory, and nutritional characteristics of a product containing quinoa, amaranth and linseed were evaluated. The crude protein and lipid contents ranged from 97.49 and 122.72 g kg-1 of food, respectively. The polyunsaturated/saturated, and n-6:n-3 fatty acid ratios ranged from 2.82 and 2.59:1, respectively. Granola had the best alpha-linolenic acid content, nutritional indices in the lipid fraction, and mineral content. There were good hygienic and sanitary conditions during storage; probably due to the low water activity of the formulation, which contributed to inhibit microbial growth. The sensory attributes ranged from 'like very much' to 'like slightly', and the regression models were highly fitted and correlated during the storage period. A reduction in the sensory attribute levels and in the product physical stabilisation was verified by principal component analysis. The use of the affective test acceptance and instrumental analysis combined with statistical methods allowed us to obtain promising results about the characteristics of gluten-free granola.
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spelling Multivariate study and regression analysis of gluten-free granolacerealpseudo-cerealsfood scienceprincipal component analysisfatty acidsThis study developed a gluten-free granola and evaluated it during storage with the application of multivariate and regression analysis of the sensory and instrumental parameters. The physicochemical, sensory, and nutritional characteristics of a product containing quinoa, amaranth and linseed were evaluated. The crude protein and lipid contents ranged from 97.49 and 122.72 g kg-1 of food, respectively. The polyunsaturated/saturated, and n-6:n-3 fatty acid ratios ranged from 2.82 and 2.59:1, respectively. Granola had the best alpha-linolenic acid content, nutritional indices in the lipid fraction, and mineral content. There were good hygienic and sanitary conditions during storage; probably due to the low water activity of the formulation, which contributed to inhibit microbial growth. The sensory attributes ranged from 'like very much' to 'like slightly', and the regression models were highly fitted and correlated during the storage period. A reduction in the sensory attribute levels and in the product physical stabilisation was verified by principal component analysis. The use of the affective test acceptance and instrumental analysis combined with statistical methods allowed us to obtain promising results about the characteristics of gluten-free granola.Sociedade Brasileira de Ciência e Tecnologia de Alimentos2014-03-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-20612014000100019Food Science and Technology v.34 n.1 2014reponame:Food Science and Technology (Campinas)instname:Sociedade Brasileira de Ciência e Tecnologia de Alimentos (SBCTA)instacron:SBCTA10.1590/S0101-20612014005000005info:eu-repo/semantics/openAccessPagamunici,Lilian MariaSouza,Aloisio Henrique Pereira deGohara,Aline KirieSilvestre,Alline Aparecida FreitasVisentainer,Jesuí VergílioSouza,Nilson Evelázio deGomes,Sandra Terezinha MarquesMatsushita,Makotoeng2014-04-25T00:00:00Zoai:scielo:S0101-20612014000100019Revistahttp://www.scielo.br/ctaONGhttps://old.scielo.br/oai/scielo-oai.php||revista@sbcta.org.br1678-457X0101-2061opendoar:2014-04-25T00:00Food Science and Technology (Campinas) - Sociedade Brasileira de Ciência e Tecnologia de Alimentos (SBCTA)false
dc.title.none.fl_str_mv Multivariate study and regression analysis of gluten-free granola
title Multivariate study and regression analysis of gluten-free granola
spellingShingle Multivariate study and regression analysis of gluten-free granola
Pagamunici,Lilian Maria
cereal
pseudo-cereals
food science
principal component analysis
fatty acids
title_short Multivariate study and regression analysis of gluten-free granola
title_full Multivariate study and regression analysis of gluten-free granola
title_fullStr Multivariate study and regression analysis of gluten-free granola
title_full_unstemmed Multivariate study and regression analysis of gluten-free granola
title_sort Multivariate study and regression analysis of gluten-free granola
author Pagamunici,Lilian Maria
author_facet Pagamunici,Lilian Maria
Souza,Aloisio Henrique Pereira de
Gohara,Aline Kirie
Silvestre,Alline Aparecida Freitas
Visentainer,Jesuí Vergílio
Souza,Nilson Evelázio de
Gomes,Sandra Terezinha Marques
Matsushita,Makoto
author_role author
author2 Souza,Aloisio Henrique Pereira de
Gohara,Aline Kirie
Silvestre,Alline Aparecida Freitas
Visentainer,Jesuí Vergílio
Souza,Nilson Evelázio de
Gomes,Sandra Terezinha Marques
Matsushita,Makoto
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Pagamunici,Lilian Maria
Souza,Aloisio Henrique Pereira de
Gohara,Aline Kirie
Silvestre,Alline Aparecida Freitas
Visentainer,Jesuí Vergílio
Souza,Nilson Evelázio de
Gomes,Sandra Terezinha Marques
Matsushita,Makoto
dc.subject.por.fl_str_mv cereal
pseudo-cereals
food science
principal component analysis
fatty acids
topic cereal
pseudo-cereals
food science
principal component analysis
fatty acids
description This study developed a gluten-free granola and evaluated it during storage with the application of multivariate and regression analysis of the sensory and instrumental parameters. The physicochemical, sensory, and nutritional characteristics of a product containing quinoa, amaranth and linseed were evaluated. The crude protein and lipid contents ranged from 97.49 and 122.72 g kg-1 of food, respectively. The polyunsaturated/saturated, and n-6:n-3 fatty acid ratios ranged from 2.82 and 2.59:1, respectively. Granola had the best alpha-linolenic acid content, nutritional indices in the lipid fraction, and mineral content. There were good hygienic and sanitary conditions during storage; probably due to the low water activity of the formulation, which contributed to inhibit microbial growth. The sensory attributes ranged from 'like very much' to 'like slightly', and the regression models were highly fitted and correlated during the storage period. A reduction in the sensory attribute levels and in the product physical stabilisation was verified by principal component analysis. The use of the affective test acceptance and instrumental analysis combined with statistical methods allowed us to obtain promising results about the characteristics of gluten-free granola.
publishDate 2014
dc.date.none.fl_str_mv 2014-03-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-20612014000100019
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-20612014000100019
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0101-20612014005000005
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Sociedade Brasileira de Ciência e Tecnologia de Alimentos
publisher.none.fl_str_mv Sociedade Brasileira de Ciência e Tecnologia de Alimentos
dc.source.none.fl_str_mv Food Science and Technology v.34 n.1 2014
reponame:Food Science and Technology (Campinas)
instname:Sociedade Brasileira de Ciência e Tecnologia de Alimentos (SBCTA)
instacron:SBCTA
instname_str Sociedade Brasileira de Ciência e Tecnologia de Alimentos (SBCTA)
instacron_str SBCTA
institution SBCTA
reponame_str Food Science and Technology (Campinas)
collection Food Science and Technology (Campinas)
repository.name.fl_str_mv Food Science and Technology (Campinas) - Sociedade Brasileira de Ciência e Tecnologia de Alimentos (SBCTA)
repository.mail.fl_str_mv ||revista@sbcta.org.br
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