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Principal component analysis on fatty acid composition of the meat deriving from calves, young bull and bull of Maremmana breed slaughtered at different age
This study evaluated the performance at slaughtering of calves; young bull and bull of Maremmana breed, and compared, through Analysis of Variance (ANOVA) and Principal Component Analysis (PCA) on fatty acid composition, the characteristics of the resulting meat categories: veal, young bull meat and...
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Published in: | Ciência rural 2021-01, Vol.51 (7) |
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description | This study evaluated the performance at slaughtering of calves; young bull and bull of Maremmana breed, and compared, through Analysis of Variance (ANOVA) and Principal Component Analysis (PCA) on fatty acid composition, the characteristics of the resulting meat categories: veal, young bull meat and bull meat. The Maremmana cattle is a local endangered breed deriving from Tuscany and Latium. The animals of this study were raised under same conditions in pasture with hay and concentrate supplementations. Eighteen calves of 12-14 months, 27 young bulls of 18 months and 14 bulls of 20-24 months were slaughtered in this trial. The performances at slaughtering were considered, and on the meat samples, the chemical analysis and the fatty acid composition were carried out. Results were submitted to ANOVA and PCA, and a Heat map that considered the fatty acid distances among meat typologies was built. Slaughtering performances were better in young bulls and bulls. Chemical composition didn’t differ among meat categories. Saturated fatty acids (SFA) were similar among meats, but Monounsaturated (MUFA) and Polyunsaturated fatty acids (PUFA) were lower in veal. Desirable fatty acids and Healthy Indices were better in veal. The results of PCA and Heat map confirmed that veal was quite different from other meats. Maremmana meat deriving from animals of different age has shown overall good characteristics, suitable for the diet of western country population.
RESUMO: O objetivo deste trabalho foi avaliar o desempenho no abate de bezerros, novilhos e touros da raça Maremmana, e comparar, por meio de Análise de Variância (ANOVA) e Análise de Componentes Principais (PCA), a composição de ácidos graxos e as características da carne das diferentes categorias: bezerro, novilho e touro. Os animais deste estudo foram criados nas mesmas condições em pastagem com suplementação de feno e concentrado. Foram utilizados 18 vitelos abatidos aos 12-14 meses, 27 novilhos abatidos aos 18 meses e 14 touros abatidos aos 20-24 meses. Sucessivamente foi analisado o desempenho ao abate e as características nutricionais e físico-químicas do Musculus longissimus dorsi. Os resultados foram submetidos à análise de variância. Os parâmetros de abate foram melhores em novilhos e touros. A idade ao abate não afetou as características químicas da carne. Não houve diferença em relação à porcentagem de ácidos graxos saturados (SFA), mas a carne de vitela apresentou menor teor de monoinsaturados (MUFA) e |
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RESUMO: O objetivo deste trabalho foi avaliar o desempenho no abate de bezerros, novilhos e touros da raça Maremmana, e comparar, por meio de Análise de Variância (ANOVA) e Análise de Componentes Principais (PCA), a composição de ácidos graxos e as características da carne das diferentes categorias: bezerro, novilho e touro. Os animais deste estudo foram criados nas mesmas condições em pastagem com suplementação de feno e concentrado. Foram utilizados 18 vitelos abatidos aos 12-14 meses, 27 novilhos abatidos aos 18 meses e 14 touros abatidos aos 20-24 meses. Sucessivamente foi analisado o desempenho ao abate e as características nutricionais e físico-químicas do Musculus longissimus dorsi. Os resultados foram submetidos à análise de variância. Os parâmetros de abate foram melhores em novilhos e touros. A idade ao abate não afetou as características químicas da carne. Não houve diferença em relação à porcentagem de ácidos graxos saturados (SFA), mas a carne de vitela apresentou menor teor de monoinsaturados (MUFA) e poliinsaturados (PUFA). Os ácidos graxos desejáveis e os índices de saúde foram melhores na carne de vitela. A composição de ácidos graxos foi utilizada também, na análise multivariada dos componentes principais e no mapa de calor, como variável discriminatória para os três categorias de carne; essas análises confirmaram que o produto cárneo de vitela é diferente de outros tipos. A carne de Maremmana proveniente de animais de diferentes faixas etárias mostrou boas características gerais, adequadas para a dieta da população do país ocidental.</description><identifier>ISSN: 0103-8478</identifier><identifier>ISSN: 1678-4596</identifier><identifier>EISSN: 1678-4596</identifier><identifier>DOI: 10.1590/0103-8478cr20200875</identifier><language>eng ; por</language><publisher>Santa Maria: Universidade Federal de Santa Maria Centro de Ciencias Rurais</publisher><subject>Abatement ; Age ; AGRONOMY ; Animals ; bull meat ; Calves ; Chemical analysis ; Chemical composition ; Farms ; Fatty acid composition ; Fatty acids ; Feeds ; Lipids ; Meat ; Meat quality ; Pasture ; PCA ; Polyunsaturated fatty acids ; Principal components analysis ; Proteins ; Slaughter ; Variance analysis ; Veal ; Weaning ; young bull meat</subject><ispartof>Ciência rural, 2021-01, Vol.51 (7)</ispartof><rights>2021. This work is published under https://creativecommons.org/licenses/by/4.0/deed.en (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>This work is licensed under a Creative Commons Attribution 4.0 International License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c377t-9b167f6da3b5ea01106be50835f6ba5c77ccff3df0de4ba834248517587b34023</cites><orcidid>0000-0002-4736-3445 ; 0000-0003-2499-5084 ; 0000-0003-0474-8895 ; 0000-0003-0729-5596</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2516867554/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2516867554?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,24150,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Sargentini, Clara</creatorcontrib><creatorcontrib>Tocci, Roberto</creatorcontrib><creatorcontrib>Bonelli, Antonio</creatorcontrib><creatorcontrib>Rondina, Davide</creatorcontrib><title>Principal component analysis on fatty acid composition of the meat deriving from calves, young bull and bull of Maremmana breed slaughtered at different age</title><title>Ciência rural</title><addtitle>Cienc. Rural</addtitle><description>This study evaluated the performance at slaughtering of calves; young bull and bull of Maremmana breed, and compared, through Analysis of Variance (ANOVA) and Principal Component Analysis (PCA) on fatty acid composition, the characteristics of the resulting meat categories: veal, young bull meat and bull meat. The Maremmana cattle is a local endangered breed deriving from Tuscany and Latium. The animals of this study were raised under same conditions in pasture with hay and concentrate supplementations. Eighteen calves of 12-14 months, 27 young bulls of 18 months and 14 bulls of 20-24 months were slaughtered in this trial. The performances at slaughtering were considered, and on the meat samples, the chemical analysis and the fatty acid composition were carried out. Results were submitted to ANOVA and PCA, and a Heat map that considered the fatty acid distances among meat typologies was built. Slaughtering performances were better in young bulls and bulls. Chemical composition didn’t differ among meat categories. Saturated fatty acids (SFA) were similar among meats, but Monounsaturated (MUFA) and Polyunsaturated fatty acids (PUFA) were lower in veal. Desirable fatty acids and Healthy Indices were better in veal. The results of PCA and Heat map confirmed that veal was quite different from other meats. Maremmana meat deriving from animals of different age has shown overall good characteristics, suitable for the diet of western country population.
RESUMO: O objetivo deste trabalho foi avaliar o desempenho no abate de bezerros, novilhos e touros da raça Maremmana, e comparar, por meio de Análise de Variância (ANOVA) e Análise de Componentes Principais (PCA), a composição de ácidos graxos e as características da carne das diferentes categorias: bezerro, novilho e touro. Os animais deste estudo foram criados nas mesmas condições em pastagem com suplementação de feno e concentrado. Foram utilizados 18 vitelos abatidos aos 12-14 meses, 27 novilhos abatidos aos 18 meses e 14 touros abatidos aos 20-24 meses. Sucessivamente foi analisado o desempenho ao abate e as características nutricionais e físico-químicas do Musculus longissimus dorsi. Os resultados foram submetidos à análise de variância. Os parâmetros de abate foram melhores em novilhos e touros. A idade ao abate não afetou as características químicas da carne. Não houve diferença em relação à porcentagem de ácidos graxos saturados (SFA), mas a carne de vitela apresentou menor teor de monoinsaturados (MUFA) e poliinsaturados (PUFA). Os ácidos graxos desejáveis e os índices de saúde foram melhores na carne de vitela. A composição de ácidos graxos foi utilizada também, na análise multivariada dos componentes principais e no mapa de calor, como variável discriminatória para os três categorias de carne; essas análises confirmaram que o produto cárneo de vitela é diferente de outros tipos. A carne de Maremmana proveniente de animais de diferentes faixas etárias mostrou boas características gerais, adequadas para a dieta da população do país ocidental.</description><subject>Abatement</subject><subject>Age</subject><subject>AGRONOMY</subject><subject>Animals</subject><subject>bull meat</subject><subject>Calves</subject><subject>Chemical analysis</subject><subject>Chemical composition</subject><subject>Farms</subject><subject>Fatty acid composition</subject><subject>Fatty acids</subject><subject>Feeds</subject><subject>Lipids</subject><subject>Meat</subject><subject>Meat quality</subject><subject>Pasture</subject><subject>PCA</subject><subject>Polyunsaturated fatty acids</subject><subject>Principal components analysis</subject><subject>Proteins</subject><subject>Slaughter</subject><subject>Variance analysis</subject><subject>Veal</subject><subject>Weaning</subject><subject>young bull meat</subject><issn>0103-8478</issn><issn>1678-4596</issn><issn>1678-4596</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpFUk1v1DAUjBBILIVfwMUSV7a8xJ85ogpKpSKQgLPl2M9br5J4sZ1K-1_4sTgEbU8ejWbGz57XNG9buG55Dx-gBbpXTCqbOugAlOTPml0rpNoz3ovnze6ieNm8yvkI0EnK2K758z2F2YaTGYmN0ynOOBdiZjOec8gkzsSbUs7E2OA2QQ4lVDp6Uh6QTGgKcZjCY5gPxKc4EWvGR8zvyTkulRqWcax5bgPV9dUknKZ6AxkSoiN5NMvhoWCqeM0K3le8DnHA180Lb8aMb_6fV82vz59-3nzZ33-7vbv5eL-3VMqy74f6Ui-coQNHA20LYkAOinIvBsOtlNZ6T50Hh2wwirKOKd5KruRAGXT0qrnbcl00R31KYTLprKMJ-h8R00GbVIIdUVNkchCUKtM5ZoXoO1S855YpZNYpV7Out6xsA45RH-OS6ndm_WOtQK8V1IpaAJAAgtNqeLcZTin-XjCXJ0vHW6GE5JxVFd1UNsWcE_rLmC3odQf0Jf5pB-hflmakGA</recordid><startdate>20210101</startdate><enddate>20210101</enddate><creator>Sargentini, Clara</creator><creator>Tocci, Roberto</creator><creator>Bonelli, Antonio</creator><creator>Rondina, Davide</creator><general>Universidade Federal de Santa Maria Centro de Ciencias Rurais</general><general>Universidade Federal de Santa Maria</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X2</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>M0K</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>GPN</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-4736-3445</orcidid><orcidid>https://orcid.org/0000-0003-2499-5084</orcidid><orcidid>https://orcid.org/0000-0003-0474-8895</orcidid><orcidid>https://orcid.org/0000-0003-0729-5596</orcidid></search><sort><creationdate>20210101</creationdate><title>Principal component analysis on fatty acid composition of the meat deriving from calves, young bull and bull of Maremmana breed slaughtered at different age</title><author>Sargentini, Clara ; Tocci, Roberto ; Bonelli, Antonio ; Rondina, Davide</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c377t-9b167f6da3b5ea01106be50835f6ba5c77ccff3df0de4ba834248517587b34023</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng ; por</language><creationdate>2021</creationdate><topic>Abatement</topic><topic>Age</topic><topic>AGRONOMY</topic><topic>Animals</topic><topic>bull meat</topic><topic>Calves</topic><topic>Chemical analysis</topic><topic>Chemical composition</topic><topic>Farms</topic><topic>Fatty acid composition</topic><topic>Fatty acids</topic><topic>Feeds</topic><topic>Lipids</topic><topic>Meat</topic><topic>Meat quality</topic><topic>Pasture</topic><topic>PCA</topic><topic>Polyunsaturated fatty acids</topic><topic>Principal components analysis</topic><topic>Proteins</topic><topic>Slaughter</topic><topic>Variance analysis</topic><topic>Veal</topic><topic>Weaning</topic><topic>young bull meat</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sargentini, Clara</creatorcontrib><creatorcontrib>Tocci, Roberto</creatorcontrib><creatorcontrib>Bonelli, Antonio</creatorcontrib><creatorcontrib>Rondina, Davide</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Agricultural Science Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>Agriculture Science Database</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>SciELO</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Ciência rural</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sargentini, Clara</au><au>Tocci, Roberto</au><au>Bonelli, Antonio</au><au>Rondina, Davide</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Principal component analysis on fatty acid composition of the meat deriving from calves, young bull and bull of Maremmana breed slaughtered at different age</atitle><jtitle>Ciência rural</jtitle><addtitle>Cienc. Rural</addtitle><date>2021-01-01</date><risdate>2021</risdate><volume>51</volume><issue>7</issue><issn>0103-8478</issn><issn>1678-4596</issn><eissn>1678-4596</eissn><abstract>This study evaluated the performance at slaughtering of calves; young bull and bull of Maremmana breed, and compared, through Analysis of Variance (ANOVA) and Principal Component Analysis (PCA) on fatty acid composition, the characteristics of the resulting meat categories: veal, young bull meat and bull meat. The Maremmana cattle is a local endangered breed deriving from Tuscany and Latium. The animals of this study were raised under same conditions in pasture with hay and concentrate supplementations. Eighteen calves of 12-14 months, 27 young bulls of 18 months and 14 bulls of 20-24 months were slaughtered in this trial. The performances at slaughtering were considered, and on the meat samples, the chemical analysis and the fatty acid composition were carried out. Results were submitted to ANOVA and PCA, and a Heat map that considered the fatty acid distances among meat typologies was built. Slaughtering performances were better in young bulls and bulls. Chemical composition didn’t differ among meat categories. Saturated fatty acids (SFA) were similar among meats, but Monounsaturated (MUFA) and Polyunsaturated fatty acids (PUFA) were lower in veal. Desirable fatty acids and Healthy Indices were better in veal. The results of PCA and Heat map confirmed that veal was quite different from other meats. Maremmana meat deriving from animals of different age has shown overall good characteristics, suitable for the diet of western country population.
RESUMO: O objetivo deste trabalho foi avaliar o desempenho no abate de bezerros, novilhos e touros da raça Maremmana, e comparar, por meio de Análise de Variância (ANOVA) e Análise de Componentes Principais (PCA), a composição de ácidos graxos e as características da carne das diferentes categorias: bezerro, novilho e touro. Os animais deste estudo foram criados nas mesmas condições em pastagem com suplementação de feno e concentrado. Foram utilizados 18 vitelos abatidos aos 12-14 meses, 27 novilhos abatidos aos 18 meses e 14 touros abatidos aos 20-24 meses. Sucessivamente foi analisado o desempenho ao abate e as características nutricionais e físico-químicas do Musculus longissimus dorsi. Os resultados foram submetidos à análise de variância. Os parâmetros de abate foram melhores em novilhos e touros. A idade ao abate não afetou as características químicas da carne. Não houve diferença em relação à porcentagem de ácidos graxos saturados (SFA), mas a carne de vitela apresentou menor teor de monoinsaturados (MUFA) e poliinsaturados (PUFA). Os ácidos graxos desejáveis e os índices de saúde foram melhores na carne de vitela. A composição de ácidos graxos foi utilizada também, na análise multivariada dos componentes principais e no mapa de calor, como variável discriminatória para os três categorias de carne; essas análises confirmaram que o produto cárneo de vitela é diferente de outros tipos. A carne de Maremmana proveniente de animais de diferentes faixas etárias mostrou boas características gerais, adequadas para a dieta da população do país ocidental.</abstract><cop>Santa Maria</cop><pub>Universidade Federal de Santa Maria Centro de Ciencias Rurais</pub><doi>10.1590/0103-8478cr20200875</doi><orcidid>https://orcid.org/0000-0002-4736-3445</orcidid><orcidid>https://orcid.org/0000-0003-2499-5084</orcidid><orcidid>https://orcid.org/0000-0003-0474-8895</orcidid><orcidid>https://orcid.org/0000-0003-0729-5596</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Abatement Age AGRONOMY Animals bull meat Calves Chemical analysis Chemical composition Farms Fatty acid composition Fatty acids Feeds Lipids Meat Meat quality Pasture PCA Polyunsaturated fatty acids Principal components analysis Proteins Slaughter Variance analysis Veal Weaning young bull meat |
title | Principal component analysis on fatty acid composition of the meat deriving from calves, young bull and bull of Maremmana breed slaughtered at different age |
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