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 |
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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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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.</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 & 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. 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.</description><subject>Agriculture</subject><subject>Animal fat</subject><subject>attenuated total reflection spectroscopy</subject><subject>Beef</subject><subject>beef cattle</subject><subject>beef quality</subject><subject>Biotechnology</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Chemistry/Food Science</subject><subject>Composition</subject><subject>Correlation coefficient</subject><subject>Correlation coefficients</subject><subject>Fatty acid composition</subject><subject>Fatty acids</subject><subject>Flavor</subject><subject>food analysis</subject><subject>Food Science</subject><subject>Fourier analysis</subject><subject>Fourier transform infrared spectroscopy</subject><subject>Fourier transforms</subject><subject>Gas chromatography</subject><subject>Infrared spectroscopy</subject><subject>meat composition</subject><subject>Oils & 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 ; Toyoda, Kiyohiko ; Yamanoue, Minoru ; Ihara, Ikko ; Nakai, Kaori</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c406t-3fdca9c8f5eee5ba7c0f83ccae85af980b203a05f5da93ecc01735746d330a633</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Agriculture</topic><topic>Animal fat</topic><topic>attenuated total reflection spectroscopy</topic><topic>Beef</topic><topic>beef cattle</topic><topic>beef quality</topic><topic>Biotechnology</topic><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Chemistry/Food Science</topic><topic>Composition</topic><topic>Correlation coefficient</topic><topic>Correlation coefficients</topic><topic>Fatty acid composition</topic><topic>Fatty acids</topic><topic>Flavor</topic><topic>food analysis</topic><topic>Food Science</topic><topic>Fourier analysis</topic><topic>Fourier transform infrared spectroscopy</topic><topic>Fourier transforms</topic><topic>Gas chromatography</topic><topic>Infrared spectroscopy</topic><topic>meat composition</topic><topic>Oils & 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 & Engineering Collection</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Agricultural Science Database</collection><collection>Engineering Database</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>Engineering Collection</collection><jtitle>Food and bioprocess technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hu, Xiaoping</au><au>Toyoda, Kiyohiko</au><au>Yamanoue, Minoru</au><au>Ihara, Ikko</au><au>Nakai, Kaori</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of Fatty Acid Profile of Wagyu Beef by ATR-FTIR Spectroscopy</atitle><jtitle>Food and bioprocess technology</jtitle><stitle>Food Bioprocess Technol</stitle><date>2010-12-01</date><risdate>2010</risdate><volume>3</volume><issue>6</issue><spage>883</spage><epage>891</epage><pages>883-891</pages><issn>1935-5130</issn><eissn>1935-5149</eissn><abstract>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.</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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