Beef quality is influenced by the fattening period. Therefore, meat metabolomics profiles from the different fattening periods (e.g., short-term vs. long-term) were analyzed for identify potential indicators using nuclear magnetic resonance. Additionally, blood, free fatty acid, sensory, and mineral compositions in Korean steers were determined. Blood, free fatty acid, and mineral concentrations showed significant differences between short-term and long-term groups that were fed different diets. However, there were no sensory differences in the two fattening groups. Additionally, the metabolic profiles of meats were clearly separated based on multivariate orthogonal partial least square discriminant analysis. Six metabolites of variable importance in the projection plot were identified and showed high sensitivity as candidate markers for meat characteristics. In particular, lactate, carnosine, and creatine could be directly linked to scientific indicators of the fattening stage (31 vs. 28 mo) of meat. Our findings suggest that the metabolomics approach could be a powerful method for the detection of novel signatures underlying the managing period of beef.
机构:
Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Veronesi, Marina
Giacomina, Francesca
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Giacomina, Francesca
Romeo, Elisa
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Romeo, Elisa
Castellani, Beatrice
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Castellani, Beatrice
Ottonello, Giuliana
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Ottonello, Giuliana
Lambruschini, Chiara
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机构:
Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Univ Genoa, Dept Chem & Ind Chem, I-16146 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Lambruschini, Chiara
Garau, Gianpiero
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Garau, Gianpiero
Scarpelli, Rita
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Scarpelli, Rita
Bandiera, Tiziano
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, ItalyFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Bandiera, Tiziano
Piomelli, Daniele
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Fdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Univ Calif Irvine, Sch Med, Dept Anat & Neurobiol, Irvine, CA 92697 USAFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
Piomelli, Daniele
Dalvit, Claudio
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Univ Neuchatel, Fac Sci, Inst Chim, CH-2000 Neuchatel, SwitzerlandFdn Ist Italiano Tecnol, Dept Drug Discovery & Dev, I-16163 Genoa, Italy
机构:
Univ Salerno, Dept Pharm, Via Giovanni Paolo 2,132, I-84084 Salerno, ItalyUniv Salerno, Dept Pharm, Via Giovanni Paolo 2,132, I-84084 Salerno, Italy
Scrima, Mario
Rodriquez, Manuela
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Univ Salerno, Dept Pharm, Via Giovanni Paolo 2,132, I-84084 Salerno, ItalyUniv Salerno, Dept Pharm, Via Giovanni Paolo 2,132, I-84084 Salerno, Italy
机构:
Shanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R China
Li, Zhen-Yu
Zhang, Zheng-Zheng
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Shanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R China
Shanxi Univ, Coll Chem & Chem Engn, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R China
Zhang, Zheng-Zheng
Du, Guan-Hua
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Shanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R China
Chinese Acad Med Sci, Inst Mat Med, Beijing 100050, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R China
Du, Guan-Hua
Qin, Xue-Mei
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Shanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, Taiyuan 030006, Shanxi, Peoples R China
机构:
Nanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Li, Ming-Hui
Du, Hong-Zhi
论文数: 0引用数: 0
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机构:
China Pharmaceut Univ, Jiangsu Key Lab Drug Screening, Nanjing, Jiangsu, Peoples R China
China Pharmaceut Univ, Jiangsu Ctr Pharmacodynam Res & Evaluat, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Du, Hong-Zhi
Kong, Gui-Ju
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机构:
China Pharmaceut Univ, Jiangsu Key Lab Drug Screening, Nanjing, Jiangsu, Peoples R China
China Pharmaceut Univ, Jiangsu Ctr Pharmacodynam Res & Evaluat, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Kong, Gui-Ju
Liu, Li-Bao
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机构:
Sun Yat Sen Univ, Affiliated Hosp 3, Dept Cardiothorac Surg, Guangzhou, Guangdong, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Liu, Li-Bao
Li, Xin-Xin
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Tianjin Tasly Holding Grp Co Ltd, Tasly Res Inst, Tianjin, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Li, Xin-Xin
Lin, Sen-Sen
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机构:
China Pharmaceut Univ, Jiangsu Key Lab Drug Screening, Nanjing, Jiangsu, Peoples R China
China Pharmaceut Univ, Jiangsu Ctr Pharmacodynam Res & Evaluat, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Lin, Sen-Sen
Jia, Ai-Qun
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机构:
Nanjing Univ Sci & Technol, Sch Environm Biol Engn, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Jia, Ai-Qun
Yuan, Sheng-Tao
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机构:
China Pharmaceut Univ, Jiangsu Key Lab Drug Screening, Nanjing, Jiangsu, Peoples R China
China Pharmaceut Univ, Jiangsu Ctr Pharmacodynam Res & Evaluat, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Yuan, Sheng-Tao
Sun, Li
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机构:
China Pharmaceut Univ, Jiangsu Key Lab Drug Screening, Nanjing, Jiangsu, Peoples R China
China Pharmaceut Univ, Jiangsu Ctr Pharmacodynam Res & Evaluat, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
Sun, Li
Wang, Jun-Song
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Nanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ Sci & Technol, Ctr Mol Metab, Nanjing, Jiangsu, Peoples R China
机构:
Shanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R China
Shanxi Univ, Coll Chem & Chem Engn, 92,Wucheng Rd 92, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R China
Xing, Jie
Sun, Hui-Min
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机构:
Shanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R China
Sun, Hui-Min
Jia, Jin-Ping
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机构:
Shanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R China
Jia, Jin-Ping
Qin, Xue-Mei
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机构:
Shanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R China
Qin, Xue-Mei
Li, Zhen-Yu
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机构:
Shanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Modern Res Ctr Tradit Chinese Med, 92 Wucheng Rd, Taiyuan 030006, Shanxi, Peoples R China