Multivariate study and regression analysis of gluten-free granola

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...

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Main Authors: Lilian Maria Pagamunici, Aloisio Henrique Pereira de Souza, Aline Kirie Gohara, Alline Aparecida Freitas Silvestre, Jesuí Vergílio Visentainer, Nilson Evelázio de Souza, Sandra Terezinha Marques Gomes, Makoto Matsushita
Format: Article
Language:English
Published: Sociedade Brasileira de Ciência e Tecnologia de Alimentos 2014-03-01
Series:Food Science and Technology
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-20612014000100019&lng=en&tlng=en
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spelling doaj-920aee7c65144d828475883fdbe89a5f2020-11-24T22:55:17ZengSociedade Brasileira de Ciência e Tecnologia de AlimentosFood Science and Technology1678-457X2014-03-01341127134S0101-20612014000100019Multivariate study and regression analysis of gluten-free granolaLilian Maria Pagamunici0Aloisio Henrique Pereira de Souza1Aline Kirie Gohara2Alline Aparecida Freitas Silvestre3Jesuí Vergílio Visentainer4Nilson Evelázio de Souza5Sandra Terezinha Marques Gomes6Makoto Matsushita7Universidade Estadual de MaringáUniversidade Estadual de MaringáUniversidade Estadual de MaringáUniversidade Estadual de MaringáUniversidade Estadual de MaringáUniversidade Tecnológica Federal do ParanáUniversidade Estadual de MaringáUniversidade Estadual de MaringáThis 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.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-20612014000100019&lng=en&tlng=encerealpseudo-cerealsfood scienceprincipal component analysisfatty acids
collection DOAJ
language English
format Article
sources DOAJ
author Lilian Maria Pagamunici
Aloisio Henrique Pereira de Souza
Aline Kirie Gohara
Alline Aparecida Freitas Silvestre
Jesuí Vergílio Visentainer
Nilson Evelázio de Souza
Sandra Terezinha Marques Gomes
Makoto Matsushita
spellingShingle Lilian Maria Pagamunici
Aloisio Henrique Pereira de Souza
Aline Kirie Gohara
Alline Aparecida Freitas Silvestre
Jesuí Vergílio Visentainer
Nilson Evelázio de Souza
Sandra Terezinha Marques Gomes
Makoto Matsushita
Multivariate study and regression analysis of gluten-free granola
Food Science and Technology
cereal
pseudo-cereals
food science
principal component analysis
fatty acids
author_facet Lilian Maria Pagamunici
Aloisio Henrique Pereira de Souza
Aline Kirie Gohara
Alline Aparecida Freitas Silvestre
Jesuí Vergílio Visentainer
Nilson Evelázio de Souza
Sandra Terezinha Marques Gomes
Makoto Matsushita
author_sort Lilian Maria Pagamunici
title Multivariate study and regression analysis of gluten-free granola
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
publisher Sociedade Brasileira de Ciência e Tecnologia de Alimentos
series Food Science and Technology
issn 1678-457X
publishDate 2014-03-01
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.
topic cereal
pseudo-cereals
food science
principal component analysis
fatty acids
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-20612014000100019&lng=en&tlng=en
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