Rapid Detection of Hydrolyzed Leather Protein Adulteration in Infant Formula by Near-infrared Spectroscopy

被引:8
作者
Liu, Yisen [1 ]
Zhou, Songbin [1 ]
机构
[1] Guangdong Inst Intelligent Mfg, Guangzhou 510070, Guangdong, Peoples R China
关键词
infant formula; hydrolyzed leather protein; near-infrared spectroscopy; chemometric analysis; MILK POWDER; SENSITIVE DETERMINATION; COW MILK; HYDROXYPROLINE; NIR; CHROMATOGRAPHY; VARIANCE; MELAMINE; PROLINE; SKIM;
D O I
10.3136/fstr.23.469
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Hydrolyzed leather protein (HLP), which is collagen extracted from leather scraps, was intentionally added into dairy products by some illegal dairy producers and has caused food safety scares in China. In this study, near-infrared (NIR) spectroscopy and chemometric analysis were employed to detect HLP adulteration in infant formula. Infant formula adulterated with HLP powder can be well discriminated from authentic samples by using soft independent modelling of class analogy (SIMCA) method. Furthermore, partial least squares regression (PLS) and support vector regression (SVR) models were developed, optimized and compared for quantitative analyses of ALP adulteration concentrations. The SVR modelling method has demonstrated a better predicted capacity than PLS, and a relatively high (7.42) ratio of prediction (RPD) can be achieved. NIR spectroscopy coupled with the chemometric analysis technique could be a useful tool for simple, rapid, economical and non-destructive detection of IMP adulteration in dairy products.
引用
收藏
页码:469 / 474
页数:6
相关论文
共 32 条
  • [1] Capabilities of near infrared spectroscopy for the determination of petroleum macromolecule content in aromatic solutions
    Balabin, Roman M.
    Safieva, Ravilya Z.
    [J]. JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2007, 15 (06) : 343 - 349
  • [2] Melamine detection by mid- and near-infrared (MIR/NIR) spectroscopy: A quick and sensitive method for dairy products analysis including liquid milk, infant formula, and milk powder
    Balabin, Roman M.
    Smirnov, Sergey V.
    [J]. TALANTA, 2011, 85 (01) : 562 - 568
  • [3] Feasible Application of a Portable NIR-AOTF Tool for On-Field Prediction of Phenolic Compounds during the Ripening of Olives for Oil Production
    Bellincontro, Andrea
    Taticchi, Agnese
    Servili, Maurizio
    Esposto, Sonia
    Farinelli, Daniela
    Mencarelli, Fabio
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2012, 60 (10) : 2665 - 2673
  • [4] Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy
    Bellon-Maurel, Veronique
    Fernandez-Ahumada, Elvira
    Palagos, Bernard
    Roger, Jean-Michel
    McBratney, Alex
    [J]. TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2010, 29 (09) : 1073 - 1081
  • [5] Near-infrared analytical control of pharmaceuticals. A single calibration model from mixed phase to coated tablets
    Blanco, M
    Coello, J
    Iturriaga, H
    Maspoch, S
    Serrano, D
    [J]. ANALYST, 1998, 123 (11) : 2307 - 2312
  • [6] Near-infrared spectroscopy in the pharmaceutical industry
    Blanco, M
    Coello, J
    Iturriaga, H
    Maspoch, S
    de la Pezuela, C
    [J]. ANALYST, 1998, 123 (08) : 135R - 150R
  • [7] Least-squares support vector machines and near infrared spectroscopy for quantification of common adulterants in powdered milk
    Borin, Alessandra
    Ferrao, Marco Flores
    Mello, Cesar
    Maretto, Danilo Althmann
    Poppi, Ronei Jesus
    [J]. ANALYTICA CHIMICA ACTA, 2006, 579 (01) : 25 - 32
  • [8] Exploring Authentic Skim and Nonfat Dry Milk Powder Variance for the Development of Nontargeted Adulterant Detection Methods Using Near-Infrared Spectroscopy and Chemometrics
    Botros, Lucy L.
    Jablonski, Joseph
    Chang, Claire
    Bergana, Marti Mamula
    Wehling, Paul
    Harnly, James M.
    Downey, Gerard
    Harrington, Peter
    Potts, Alan R.
    Moore, Jeffrey C.
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2013, 61 (41) : 9810 - 9818
  • [9] Targeted and Untargeted Detection of Skim Milk Powder Adulteration by Near-Infrared Spectroscopy
    Capuano, Edoardo
    Boerrigter-Eenling, Rita
    Koot, Alex
    van Ruth, Saskia M.
    [J]. FOOD ANALYTICAL METHODS, 2015, 8 (08) : 2125 - 2134
  • [10] FT-NIR and FT-MIR spectroscopy to discriminate competitors, non compliance and compliance grated Parmigiano Reggiano cheese
    Cevoli, Chiara
    Gori, Alessandro
    Nocetti, Marco
    Cuibus, Lucian
    Caboni, Maria Fiorenza
    Fabbri, Angelo
    [J]. FOOD RESEARCH INTERNATIONAL, 2013, 52 (01) : 214 - 220