Evaluation of Fatty Acid Profile of Wagyu Beef by ATR-FTIR Spectroscopy

Japanese black Wagyu beef has its characteristics of fatty well-marbled texture, flavor, and tenderness which are affected by fatty acid composition. The aim of this study was to develop an analytical method for evaluating the fatty acid profile of Wagyu beef by Fourier transform infrared (FTIR) spe...

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Veröffentlicht in:Food and bioprocess technology 2010-12, Vol.3 (6), p.883-891
Hauptverfasser: Hu, Xiaoping, Toyoda, Kiyohiko, Yamanoue, Minoru, Ihara, Ikko, Nakai, Kaori
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Toyoda, Kiyohiko
Yamanoue, Minoru
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Nakai, Kaori
description Japanese black Wagyu beef has its characteristics of fatty well-marbled texture, flavor, and tenderness which are affected by fatty acid composition. The aim of this study was to develop an analytical method for evaluating the fatty acid profile of Wagyu beef by Fourier transform infrared (FTIR) spectroscopy. In the current study, attenuated total reflection-FTIR (ATR-FTIR) spectroscopy and gas chromatography (GC) were applied to the fat tissues, and the solvent-extracted fats which were sampled from subcutaneous, inter- and intramuscular fat tissues. Results of GC analysis showed that monounsaturated fatty acids (MUFA) content became larger in the order of intramuscular, intermuscular, and subcutaneous fats, and saturated fatty acids (SFA) became smaller in the same order. Subcutaneous fat could be discriminated from inter- and intramuscular fats on the basis of fatty acid composition by principal component analysis. The ATR-FTIR analysis revealed that the shift of the peak positions of alkene C-H stretching vibration at around 3,006 cm⁻¹ occurred depending on the unsaturation degree of fatty acids in beef fat. Partial least squares (PLS) regression analysis with leave-one-out cross-validation was applied to the combined regions of 2,800-3,050 and 1,000-1,500 cm⁻¹ for the fat tissues and the extracted fats. The correlation coefficients of the PLS validation models predicting the content of the MUFA and SFA for solvent-extracted fats were higher than those for fat tissues, and the coefficients (R ²) of determination more than 0.873 were obtained for solvent-extracted fats and 0.522 for fat tissues.
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Partial least squares (PLS) regression analysis with leave-one-out cross-validation was applied to the combined regions of 2,800-3,050 and 1,000-1,500 cm⁻¹ for the fat tissues and the extracted fats. The correlation coefficients of the PLS validation models predicting the content of the MUFA and SFA for solvent-extracted fats were higher than those for fat tissues, and the coefficients (R ²) of determination more than 0.873 were obtained for solvent-extracted fats and 0.522 for fat tissues.</description><identifier>ISSN: 1935-5130</identifier><identifier>EISSN: 1935-5149</identifier><identifier>DOI: 10.1007/s11947-010-0375-8</identifier><language>eng</language><publisher>New York: New York : Springer-Verlag</publisher><subject>Agriculture ; Animal fat ; attenuated total reflection spectroscopy ; Beef ; beef cattle ; beef quality ; Biotechnology ; Chemistry ; Chemistry and Materials Science ; Chemistry/Food Science ; Composition ; Correlation coefficient ; Correlation coefficients ; Fatty acid composition ; Fatty acids ; Flavor ; food analysis ; Food Science ; Fourier analysis ; Fourier transform infrared spectroscopy ; Fourier transforms ; Gas chromatography ; Infrared spectroscopy ; meat composition ; Oils &amp; fats ; Original Paper ; Principal components analysis ; Regression analysis ; Solvents ; Spectroscopy ; Spectrum analysis ; Tissues ; Wagyu</subject><ispartof>Food and bioprocess technology, 2010-12, Vol.3 (6), p.883-891</ispartof><rights>Springer Science + Business Media, LLC 2010</rights><rights>Springer Science + Business Media, LLC 2010.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c406t-3fdca9c8f5eee5ba7c0f83ccae85af980b203a05f5da93ecc01735746d330a633</citedby><cites>FETCH-LOGICAL-c406t-3fdca9c8f5eee5ba7c0f83ccae85af980b203a05f5da93ecc01735746d330a633</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11947-010-0375-8$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11947-010-0375-8$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids></links><search><creatorcontrib>Hu, Xiaoping</creatorcontrib><creatorcontrib>Toyoda, Kiyohiko</creatorcontrib><creatorcontrib>Yamanoue, Minoru</creatorcontrib><creatorcontrib>Ihara, Ikko</creatorcontrib><creatorcontrib>Nakai, Kaori</creatorcontrib><title>Evaluation of Fatty Acid Profile of Wagyu Beef by ATR-FTIR Spectroscopy</title><title>Food and bioprocess technology</title><addtitle>Food Bioprocess Technol</addtitle><description>Japanese black Wagyu beef has its characteristics of fatty well-marbled texture, flavor, and tenderness which are affected by fatty acid composition. 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fats</subject><subject>Original Paper</subject><subject>Principal components analysis</subject><subject>Regression analysis</subject><subject>Solvents</subject><subject>Spectroscopy</subject><subject>Spectrum analysis</subject><subject>Tissues</subject><subject>Wagyu</subject><issn>1935-5130</issn><issn>1935-5149</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp9kE9LAzEQxYMoWKsfwJMLnqOTzWaTPdbS1kJB6R88hjSblC21WZPdwn57U1b05mmGmfdmHj-E7gk8EQD-HAgpMo6BAAbKGRYXaEAKyjAjWXH521O4Rjch7AFyyAgdoNnkpA6taip3TJxNpqppumSkqzJ5985WB3Oefqhd1yYvxthkG7frJZ6u58tkVRvdeBe0q7tbdGXVIZi7nzpEm-lkPX7Fi7fZfDxaYJ1B3mBqS60KLSwzxrCt4hqsoForI5iyhYBtClQBs6xUBTVaA-GU8SwvKQWVUzpEj_3d2ruv1oRG7l3rj_GlTDMCnGdCQFSRXqVjvOCNlbWvPpXvJAF55iV7XjLykmdeUkRP2ntC1B53xv9d_s_00JusclLtfBXkZpVC5EyKmIYS-g0lgHU0</recordid><startdate>20101201</startdate><enddate>20101201</enddate><creator>Hu, Xiaoping</creator><creator>Toyoda, Kiyohiko</creator><creator>Yamanoue, Minoru</creator><creator>Ihara, Ikko</creator><creator>Nakai, Kaori</creator><general>New York : Springer-Verlag</general><general>Springer-Verlag</general><general>Springer Nature B.V</general><scope>FBQ</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X2</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FK</scope><scope>ABJCF</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M0K</scope><scope>M7S</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20101201</creationdate><title>Evaluation of Fatty Acid Profile of Wagyu Beef by ATR-FTIR Spectroscopy</title><author>Hu, Xiaoping ; 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fats</topic><topic>Original Paper</topic><topic>Principal components analysis</topic><topic>Regression analysis</topic><topic>Solvents</topic><topic>Spectroscopy</topic><topic>Spectrum analysis</topic><topic>Tissues</topic><topic>Wagyu</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hu, Xiaoping</creatorcontrib><creatorcontrib>Toyoda, Kiyohiko</creatorcontrib><creatorcontrib>Yamanoue, Minoru</creatorcontrib><creatorcontrib>Ihara, Ikko</creatorcontrib><creatorcontrib>Nakai, Kaori</creatorcontrib><collection>AGRIS</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Agricultural Science Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural &amp; 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Partial least squares (PLS) regression analysis with leave-one-out cross-validation was applied to the combined regions of 2,800-3,050 and 1,000-1,500 cm⁻¹ for the fat tissues and the extracted fats. The correlation coefficients of the PLS validation models predicting the content of the MUFA and SFA for solvent-extracted fats were higher than those for fat tissues, and the coefficients (R ²) of determination more than 0.873 were obtained for solvent-extracted fats and 0.522 for fat tissues.</abstract><cop>New York</cop><pub>New York : Springer-Verlag</pub><doi>10.1007/s11947-010-0375-8</doi><tpages>9</tpages></addata></record>
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subjects Agriculture
Animal fat
attenuated total reflection spectroscopy
Beef
beef cattle
beef quality
Biotechnology
Chemistry
Chemistry and Materials Science
Chemistry/Food Science
Composition
Correlation coefficient
Correlation coefficients
Fatty acid composition
Fatty acids
Flavor
food analysis
Food Science
Fourier analysis
Fourier transform infrared spectroscopy
Fourier transforms
Gas chromatography
Infrared spectroscopy
meat composition
Oils & fats
Original Paper
Principal components analysis
Regression analysis
Solvents
Spectroscopy
Spectrum analysis
Tissues
Wagyu
title Evaluation of Fatty Acid Profile of Wagyu Beef by ATR-FTIR Spectroscopy
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