Literature DB >> 30309575

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.

Haitao Shi1, Yaogeng Lei2, Luciana Louzada Prates2, Peiqiang Yu3.   

Abstract

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 (R2 = 0.98); the best MIR model also gave an excellent prediction performance (R2 = 0.96). Regarding to IPD, the best model obtained by NIR technique showed approximate quantitative predictive ability (R2 = 0.68), and the best model generated by MIR technique obtained similar prediction performance (R2 = 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.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Infrared spectroscopy; Protein digestibility; Spectral preprocess; Wavelength selection

Mesh:

Substances:

Year:  2018        PMID: 30309575     DOI: 10.1016/j.foodchem.2018.08.075

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  4 in total

1.  Genome-wide association studies of grain quality traits in maize.

Authors:  Yunxiao Zheng; Fan Yuan; Yaqun Huang; Yongfeng Zhao; Xiaoyan Jia; Liying Zhu; Jinjie Guo
Journal:  Sci Rep       Date:  2021-05-07       Impact factor: 4.379

2.  Application of MIR Spectroscopy to the Evaluation of Chemical Composition and Quality Parameters of Foal Meat: A Preliminary Study.

Authors:  Marta Ruiz; María José Beriain; Miguel Beruete; Kizkitza Insausti; José Manuel Lorenzo; María Victoria Sarriés
Journal:  Foods       Date:  2020-05-05

3.  Development of a Nuclear Magnetic Resonance Method and a Near Infrared Calibration Model for the Rapid Determination of Lipid Content in the Field Pea (Pisum sativum).

Authors:  Philip Wiredu Addo; Philip Ossowski; Sarah MacPherson; Andrée E Gravel; Rajvinder Kaur; Valerio Hoyos-Villegas; Jaswinder Singh; Valérie Orsat; Marie-Josée Dumont; Mark Lefsrud
Journal:  Molecules       Date:  2022-03-02       Impact factor: 4.411

4.  Development of Attenuated Total Reflectance Mid-Infrared (ATR-MIR) and Near-Infrared (NIR) Spectroscopy for the Determination of Resistant Starch Content in Wheat Grains.

Authors:  Rong Wang; Xia Wei; Hongpan Wang; Linshu Zhao; Cengli Zeng; Bingrui Wang; Wenying Zhang; Luxiang Liu; Yanhao Xu
Journal:  J Anal Methods Chem       Date:  2021-07-14       Impact factor: 2.193

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.