Evaluation of near-infrared (NIR) and Fourier transform mid-infrared (ATR-FT/MIR) spectroscopy techniques combined with chemometrics for the determination of crude protein and intestinal protein digestibility of wheat

被引:55
作者
Shi, Haitao [1 ,2 ,3 ]
Lei, Yaogeng [1 ]
Prates, Luciana Louzada [1 ]
Yu, Peiqiang [1 ,3 ]
机构
[1] Univ Saskatchewan, Coll Agr & Bioresources, 6D10 Agr Bldg,51 Campus Dr, Saskatoon, SK S7N 5A8, Canada
[2] Southwest Minzu Univ, Coll Life Sci & Technol, Chengdu 610041, Sichuan, Peoples R China
[3] Foshan Univ, Coll Life Sci & Engn, Foshan, Guangdong, Peoples R China
基金
加拿大自然科学与工程研究理事会;
关键词
Infrared spectroscopy; Wavelength selection; Spectral preprocess; Protein digestibility; SOLUBLE SOLIDS CONTENT; REFLECTANCE SPECTROSCOPY; MOLECULAR-STRUCTURE; NONDESTRUCTIVE MEASUREMENT; VIBRATIONAL SPECTROSCOPY; QUALITY; TOOL; SAMPLES; FRUIT; CALIBRATIONS;
D O I
10.1016/j.foodchem.2018.08.075
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The potential of using the near-infrared (NIR) and Fourier transform mid-infrared (ATR-FT/MIR) spectroscopy for the determination of intestinal crude protein (CP) digestibility (IPD) of wheat was evaluated. For CP, the best NIR model showed an excellent prediction performance (R-2 = 0.98); the best MIR model also gave an excellent prediction performance (R-2 = 0.96). Regarding to IPD, the best model obtained by NIR technique showed approximate quantitative predictive ability (R-2 = 0.68), and the best model generated by MIR technique obtained similar prediction performance (R-2 = 0.67). NIR models generally showed better predictive abilities than MIR models, which may be due to the MIR spectra record fundamental molecular vibrations and can be more easily affected by multiple interferences. The amide I and II bands played important roles in the development of PLS models for CP and IPD. Results from this study demonstrated the potential of using IR spectroscopy for the prediction of nutrient digestibility while more efforts are required to improve the performance of NIR and ATR-FT/MIR spectroscopy in predicting the IPD of wheat.
引用
收藏
页码:507 / 513
页数:7
相关论文
共 41 条
  • [11] Gauglitz G., 2003, HDB SPECTROSCOPY
  • [12] Impact of Antinutritional Factors in Food Proteins on the Digestibility of Protein and the Bioavailability of Amino Acids and on Protein Quality
    Gilani, G. Sarwar
    Xiao, Chao Wu
    Cockell, Kevin A.
    [J]. BRITISH JOURNAL OF NUTRITION, 2012, 108 : S315 - S332
  • [13] Using Near Infrared Reflectance Spectroscopy (NIRS) to predict the protein and energy digestibility of lupin kernel meals when fed to rainbow trout, Oncorhynchus mykiss
    Glencross, B.
    Bourne, N.
    Hawkins, W.
    Karopoulos, M.
    Evans, D.
    Rutherford, N.
    McCafferty, P.
    Dods, K.
    Burridge, P.
    Veitch, C.
    Sipsas, S.
    Buirchell, B.
    Sweetingham, M.
    [J]. AQUACULTURE NUTRITION, 2015, 21 (01) : 54 - 62
  • [14] Robustness of calibration models based on near infrared spectroscopy for the in-line grading of stonefruit for total soluble solids content
    Golic, M
    Walsh, KB
    [J]. ANALYTICA CHIMICA ACTA, 2006, 555 (02) : 286 - 291
  • [15] A comparison between near-infrared (NIR) and mid-infrared (ATR-FTIR) spectroscopy for the multivariate determination of compositional properties in wheat bran samples
    Hell, Johannes
    Prueckler, Michael
    Danner, Lukas
    Henniges, Ute
    Apprich, Silvia
    Rosenau, Thomas
    Kneifel, Wolfgang
    Boehmdorfer, Stefan
    [J]. FOOD CONTROL, 2016, 60 : 365 - 369
  • [16] Mid-Infrared Spectroscopy Coupled with Chemometrics: A Tool for the Analysis of Intact Food Systems and the Exploration of Their Molecular Structure-Quality Relationships - A Review
    Karoui, Romdhane
    Downey, Gerard
    Blecker, Christophe
    [J]. CHEMICAL REVIEWS, 2010, 110 (10) : 6144 - 6168
  • [17] A comparative study for the quantitative determination of soluble solids content, pH and firmness of pears by Vis/NIR spectroscopy
    Li, Jiangbo
    Huang, Wenqian
    Zhao, Chunjiang
    Zhang, Baohua
    [J]. JOURNAL OF FOOD ENGINEERING, 2013, 116 (02) : 324 - 332
  • [18] Non-destructive measurement of nitrogen status of leafy ornamental cuttings by near infrared reflectance spectroscopy (NIRS) for assessment of rooting capacity
    Lohr, Dieter
    Tillmann, Peter
    Zerche, Siegfried
    Druege, Uwe
    Rath, Thomas
    Meinken, Elke
    [J]. BIOSYSTEMS ENGINEERING, 2016, 148 : 157 - 167
  • [19] The effect of preprocessing methods in reducing interfering variability from near-infrared measurements of creams
    Luypaert, J
    Heuerding, S
    Vander Heyden, Y
    Massart, DL
    [J]. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2004, 36 (03) : 495 - 503
  • [20] A preliminary evaluation of the use of mid infrared spectroscopy to develop calibration equations for determining faecal composition, intake and digestibility in sheep
    Lyons, Gary
    Sharma, Shekhar
    Aubry, Aurelie
    Carmichael, Eugene
    Annett, Ronald
    [J]. ANIMAL FEED SCIENCE AND TECHNOLOGY, 2016, 221 : 44 - 53