Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated

Detalhes bibliográficos
Autor(a) principal: Ribeiro,Juliano Souza
Data de Publicação: 2013
Outros Autores: Teófilo,Reinaldo Francisco, Salva,Terezinha de Jesus Garcia, Augusto,Fabio, Ferreira,Marcia Miguel Castro
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Journal of Food Technology
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1981-67232013000300005
Resumo: The fingerprints of the volatile compounds of 21 commercial Brazilian coffee samples submitted to different industrial processing i.e. decaffeinated or different roasting degrees (traditional and dark) were studied. The volatiles were collected by headspace solid phase microextraction (HS-SPME) and analyzed by GC-FID and GC-MS. The chromatographic data matrices (fingerprints) obtained were explored by the principal component analysis (PCA) and partial least squares - discriminative analysis (PLS-DA). Initially the chromatographic profiles were aligned by the algorithm correlation optimized warping (COW). The PCA showed the discrimination of the decaffeinated coffees from the others with both the SPME fibres used. This separation probably occurred due to the loss of some volatile precursors during the decaffeination process, such as sucrose. For both the fibres tested, PDMS/DVB and CX / PDMS SPME, the PLS-DA models correctly classified 100% of the samples according to their roasting degree: (medium and dark), the main differences being the concentrations of some of the volatile compounds such as 2-methyl furan, 2-methylbutanal, 2,3-pentanedione, pyrazine, 2-carboxyaldehyde pyrrole, furfural and 2-furanmethanol.
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spelling Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinatedProcessed coffeeSolid Phase Microextraction (SPME)Correlation optimized warpingPrincipal component analysisPartial least squares - discriminative analysisThe fingerprints of the volatile compounds of 21 commercial Brazilian coffee samples submitted to different industrial processing i.e. decaffeinated or different roasting degrees (traditional and dark) were studied. The volatiles were collected by headspace solid phase microextraction (HS-SPME) and analyzed by GC-FID and GC-MS. The chromatographic data matrices (fingerprints) obtained were explored by the principal component analysis (PCA) and partial least squares - discriminative analysis (PLS-DA). Initially the chromatographic profiles were aligned by the algorithm correlation optimized warping (COW). The PCA showed the discrimination of the decaffeinated coffees from the others with both the SPME fibres used. This separation probably occurred due to the loss of some volatile precursors during the decaffeination process, such as sucrose. For both the fibres tested, PDMS/DVB and CX / PDMS SPME, the PLS-DA models correctly classified 100% of the samples according to their roasting degree: (medium and dark), the main differences being the concentrations of some of the volatile compounds such as 2-methyl furan, 2-methylbutanal, 2,3-pentanedione, pyrazine, 2-carboxyaldehyde pyrrole, furfural and 2-furanmethanol.Instituto de Tecnologia de Alimentos - ITAL2013-09-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1981-67232013000300005Brazilian Journal of Food Technology v.16 n.3 2013reponame:Brazilian Journal of Food Technologyinstname:Instituto de Tecnologia de Alimentos (ITAL)instacron:ITAL10.1590/S1981-67232013005000025info:eu-repo/semantics/openAccessRibeiro,Juliano SouzaTeófilo,Reinaldo FranciscoSalva,Terezinha de Jesus GarciaAugusto,FabioFerreira,Marcia Miguel Castroeng2013-10-14T00:00:00Zoai:scielo:S1981-67232013000300005Revistahttp://bjft.ital.sp.gov.br/https://old.scielo.br/oai/scielo-oai.phpbjftsec@ital.sp.gov.br||bjftsec@ital.sp.gov.br1981-67231516-7275opendoar:2013-10-14T00:00Brazilian Journal of Food Technology - Instituto de Tecnologia de Alimentos (ITAL)false
dc.title.none.fl_str_mv Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
title Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
spellingShingle Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
Ribeiro,Juliano Souza
Processed coffee
Solid Phase Microextraction (SPME)
Correlation optimized warping
Principal component analysis
Partial least squares - discriminative analysis
title_short Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
title_full Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
title_fullStr Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
title_full_unstemmed Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
title_sort Exploratory and discriminative studies of commercial processed Brazilian coffees with different degrees of roasting and decaffeinated
author Ribeiro,Juliano Souza
author_facet Ribeiro,Juliano Souza
Teófilo,Reinaldo Francisco
Salva,Terezinha de Jesus Garcia
Augusto,Fabio
Ferreira,Marcia Miguel Castro
author_role author
author2 Teófilo,Reinaldo Francisco
Salva,Terezinha de Jesus Garcia
Augusto,Fabio
Ferreira,Marcia Miguel Castro
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Ribeiro,Juliano Souza
Teófilo,Reinaldo Francisco
Salva,Terezinha de Jesus Garcia
Augusto,Fabio
Ferreira,Marcia Miguel Castro
dc.subject.por.fl_str_mv Processed coffee
Solid Phase Microextraction (SPME)
Correlation optimized warping
Principal component analysis
Partial least squares - discriminative analysis
topic Processed coffee
Solid Phase Microextraction (SPME)
Correlation optimized warping
Principal component analysis
Partial least squares - discriminative analysis
description The fingerprints of the volatile compounds of 21 commercial Brazilian coffee samples submitted to different industrial processing i.e. decaffeinated or different roasting degrees (traditional and dark) were studied. The volatiles were collected by headspace solid phase microextraction (HS-SPME) and analyzed by GC-FID and GC-MS. The chromatographic data matrices (fingerprints) obtained were explored by the principal component analysis (PCA) and partial least squares - discriminative analysis (PLS-DA). Initially the chromatographic profiles were aligned by the algorithm correlation optimized warping (COW). The PCA showed the discrimination of the decaffeinated coffees from the others with both the SPME fibres used. This separation probably occurred due to the loss of some volatile precursors during the decaffeination process, such as sucrose. For both the fibres tested, PDMS/DVB and CX / PDMS SPME, the PLS-DA models correctly classified 100% of the samples according to their roasting degree: (medium and dark), the main differences being the concentrations of some of the volatile compounds such as 2-methyl furan, 2-methylbutanal, 2,3-pentanedione, pyrazine, 2-carboxyaldehyde pyrrole, furfural and 2-furanmethanol.
publishDate 2013
dc.date.none.fl_str_mv 2013-09-01
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=S1981-67232013000300005
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1981-67232013000300005
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S1981-67232013005000025
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 Instituto de Tecnologia de Alimentos - ITAL
publisher.none.fl_str_mv Instituto de Tecnologia de Alimentos - ITAL
dc.source.none.fl_str_mv Brazilian Journal of Food Technology v.16 n.3 2013
reponame:Brazilian Journal of Food Technology
instname:Instituto de Tecnologia de Alimentos (ITAL)
instacron:ITAL
instname_str Instituto de Tecnologia de Alimentos (ITAL)
instacron_str ITAL
institution ITAL
reponame_str Brazilian Journal of Food Technology
collection Brazilian Journal of Food Technology
repository.name.fl_str_mv Brazilian Journal of Food Technology - Instituto de Tecnologia de Alimentos (ITAL)
repository.mail.fl_str_mv bjftsec@ital.sp.gov.br||bjftsec@ital.sp.gov.br
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