Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield

Detalhes bibliográficos
Autor(a) principal: Freitas,D.R.
Data de Publicação: 2017
Outros Autores: Souza,F.N., Fonseca,L.M., Ladeira,C.V.G., Santos,V.P.F., Diniz,S.A., Silva,M.X., Haddad,J.P.A., Cerqueira,M.M.O.P.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Arquivo brasileiro de medicina veterinária e zootecnia (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0102-09352017000501319
Resumo: ABSTRACT The present study attempted to identify individual milk proteins and other milk components that are associated with casein micelle size (CMS) and dry matter cheese yield (DMCY) using factor analysis. Here, we used 140 bulk tank milk samples from different farms. Milk composition was determined using a Fourier transform infrared equipament. The individual milk proteins were (αS-casein, β-casein, κ-casein, β-lactoglobulin and α-lactoalbumin) measured by their electrophoretic profile. The CMS was estimated by photon correlation spectroscopy, and the DMCY was determined using reduced laboratory-scale cheese production. Factor analysis partitioned the milk components into three groups that, taken together, explain 68.3% of the total variance. The first factor was defined as “CMS”, while the second as “DMCY” factor, based on their high loadings. The CMS was positively correlated with protein, casein, non-fat solids and αS-casein and negatively associated with κ-casein and β-lactoglubulin. DMCY was positively correlated with fat, protein, casein, total solids and negatively correlated with αs-casein. These results indicate that the variation of individual milk proteins may be an important aspect correlated to milk quality and cheese production.
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spelling Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yieldκ-caseinαs-caseinβ-caseinα-lactalbuminβ-lactoglobulinABSTRACT The present study attempted to identify individual milk proteins and other milk components that are associated with casein micelle size (CMS) and dry matter cheese yield (DMCY) using factor analysis. Here, we used 140 bulk tank milk samples from different farms. Milk composition was determined using a Fourier transform infrared equipament. The individual milk proteins were (αS-casein, β-casein, κ-casein, β-lactoglobulin and α-lactoalbumin) measured by their electrophoretic profile. The CMS was estimated by photon correlation spectroscopy, and the DMCY was determined using reduced laboratory-scale cheese production. Factor analysis partitioned the milk components into three groups that, taken together, explain 68.3% of the total variance. The first factor was defined as “CMS”, while the second as “DMCY” factor, based on their high loadings. The CMS was positively correlated with protein, casein, non-fat solids and αS-casein and negatively associated with κ-casein and β-lactoglubulin. DMCY was positively correlated with fat, protein, casein, total solids and negatively correlated with αs-casein. These results indicate that the variation of individual milk proteins may be an important aspect correlated to milk quality and cheese production.Universidade Federal de Minas Gerais, Escola de Veterinária2017-10-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0102-09352017000501319Arquivo Brasileiro de Medicina Veterinária e Zootecnia v.69 n.5 2017reponame:Arquivo brasileiro de medicina veterinária e zootecnia (Online)instname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMG10.1590/1678-4162-9204info:eu-repo/semantics/openAccessFreitas,D.R.Souza,F.N.Fonseca,L.M.Ladeira,C.V.G.Santos,V.P.F.Diniz,S.A.Silva,M.X.Haddad,J.P.A.Cerqueira,M.M.O.P.eng2017-10-23T00:00:00Zoai:scielo:S0102-09352017000501319Revistahttps://www.scielo.br/j/abmvz/PUBhttps://old.scielo.br/oai/scielo-oai.phpjournal@vet.ufmg.br||abmvz.artigo@abmvz.org.br1678-41620102-0935opendoar:2017-10-23T00:00Arquivo brasileiro de medicina veterinária e zootecnia (Online) - Universidade Federal de Minas Gerais (UFMG)false
dc.title.none.fl_str_mv Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
title Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
spellingShingle Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
Freitas,D.R.
κ-casein
αs-casein
β-casein
α-lactalbumin
β-lactoglobulin
title_short Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
title_full Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
title_fullStr Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
title_full_unstemmed Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
title_sort Factor analysis as a tool to estimate association among individual proteins and other milk components with casein micelle size and cheese yield
author Freitas,D.R.
author_facet Freitas,D.R.
Souza,F.N.
Fonseca,L.M.
Ladeira,C.V.G.
Santos,V.P.F.
Diniz,S.A.
Silva,M.X.
Haddad,J.P.A.
Cerqueira,M.M.O.P.
author_role author
author2 Souza,F.N.
Fonseca,L.M.
Ladeira,C.V.G.
Santos,V.P.F.
Diniz,S.A.
Silva,M.X.
Haddad,J.P.A.
Cerqueira,M.M.O.P.
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Freitas,D.R.
Souza,F.N.
Fonseca,L.M.
Ladeira,C.V.G.
Santos,V.P.F.
Diniz,S.A.
Silva,M.X.
Haddad,J.P.A.
Cerqueira,M.M.O.P.
dc.subject.por.fl_str_mv κ-casein
αs-casein
β-casein
α-lactalbumin
β-lactoglobulin
topic κ-casein
αs-casein
β-casein
α-lactalbumin
β-lactoglobulin
description ABSTRACT The present study attempted to identify individual milk proteins and other milk components that are associated with casein micelle size (CMS) and dry matter cheese yield (DMCY) using factor analysis. Here, we used 140 bulk tank milk samples from different farms. Milk composition was determined using a Fourier transform infrared equipament. The individual milk proteins were (αS-casein, β-casein, κ-casein, β-lactoglobulin and α-lactoalbumin) measured by their electrophoretic profile. The CMS was estimated by photon correlation spectroscopy, and the DMCY was determined using reduced laboratory-scale cheese production. Factor analysis partitioned the milk components into three groups that, taken together, explain 68.3% of the total variance. The first factor was defined as “CMS”, while the second as “DMCY” factor, based on their high loadings. The CMS was positively correlated with protein, casein, non-fat solids and αS-casein and negatively associated with κ-casein and β-lactoglubulin. DMCY was positively correlated with fat, protein, casein, total solids and negatively correlated with αs-casein. These results indicate that the variation of individual milk proteins may be an important aspect correlated to milk quality and cheese production.
publishDate 2017
dc.date.none.fl_str_mv 2017-10-01
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=S0102-09352017000501319
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0102-09352017000501319
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1678-4162-9204
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 Universidade Federal de Minas Gerais, Escola de Veterinária
publisher.none.fl_str_mv Universidade Federal de Minas Gerais, Escola de Veterinária
dc.source.none.fl_str_mv Arquivo Brasileiro de Medicina Veterinária e Zootecnia v.69 n.5 2017
reponame:Arquivo brasileiro de medicina veterinária e zootecnia (Online)
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Arquivo brasileiro de medicina veterinária e zootecnia (Online)
collection Arquivo brasileiro de medicina veterinária e zootecnia (Online)
repository.name.fl_str_mv Arquivo brasileiro de medicina veterinária e zootecnia (Online) - Universidade Federal de Minas Gerais (UFMG)
repository.mail.fl_str_mv journal@vet.ufmg.br||abmvz.artigo@abmvz.org.br
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