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Original Articles

A novel method to determine total sugar of Goji berry using FT-NIR spectroscopy with effective wavelength selection

, &
Pages S478-S488 | Received 02 Oct 2016, Accepted 22 Feb 2017, Published online: 07 Jun 2017

References

  • Amagase, H.; Farnsworth, N.R. A Review of Botanical Characteristics, Phytochemistry, Clinical Relevance in Efficacy and Safety of Lycium barbarum Fruit (Goji). Food Research International 2011, 44, 1702–1717.
  • Bondia-Pons, I.; Savolainen, O.; Törrönen, R.; Martinez, J.A.; Poutanen, K.; Hanhineva, K. Metabolic Profiling of Goji Berry Extracts for Discrimination of Geographical Origin by Non-targeted Liquid Chromatography Coupled to Quadrupole Time-of-Flight Mass Spectrometry. Food Research International 2014, 63, 132–138.
  • Potterat, O.;. Goji (Lycium barbarum and L-Chinense): Phytochemistry, Pharmacology and Safety in the Perspective of Traditional Uses and Recent Popularity. Planta Medica 2010, 76, 7–19.
  • Wu, D.T.; Cheong, K.L.; Deng, Y.; Lin, P.C.; Wei, F.; Lv, X.J.; Long, Z.R.; Zhao, J.; Ma, S.C.; Li, S.P. Characterization and Comparison of Polysaccharides from Lycium barbarum in China Using Saccharide Mapping Based on PACE and HPTLC. Carbohydrate Polymers 2015, 134, 12–19.
  • Yang, R.F.; Zhao, C.; Chen, X.; Chan, S.W.; Wu, J.Y. Chemical Properties and Bioactivities of Goji (Lycium barbarum) Polysaccharides Extracted by Different Methods. Journal of Functional Foods 2015, 17, 903–909.
  • Zhao, R.; Jin, R.; Chen, Y.; Han, F.M. Hypoglycemic and Hypolipidemic Effects of Lycium barbarum Polysaccharide in Diabetic Rats. Chinese Herbal Medicines 2015, 7, 310–315.
  • Gan, L.; Zhang, S.H.; Yang, X.L.; Xu, H.B. Immunomodulation and Antitumor Activity by a Polysaccharide-protein Complex from Lycium barbarum. International Immunopharmacology 2004, 4, 563–569.
  • Liu, W.; Xu, J.; Zhu, R.; Zhu, Y.; Zhao, Y.; Chen, P.; Pan, C.; Yao, W.; Gao, X. Fingerprinting Profile of Polysaccharides from Lycium barbarum Using Multiplex Approaches and Chemometrics. International Journal of Biological Macromolecules 2015, 78, 230–237.
  • Zhao, Q.; Dong, B.; Chen, J.; Zhao, B.; Wang, X.; Wang, L.; Zha, S.; Wang, Y.; Zhang, J.; Wang, Y. Effect of Drying Methods on Physicochemical Properties and Antioxidant Activities of Wolfberry (Lycium barbarum) Polysaccharide. Carbohydrate Polymers 2015, 127, 176–181.
  • Zhao, J.H.; Li, H.X.; Xi, W.P.; An, W.; Niu, L.; Cao, Y.L.; Wang, H.; Wang, Y.; Yin, Y. Changes in Sugars and Organic Acids in Wolfberry (Lycium barbarum L.) Fruit during Development and Maturation. Food Chemistry 2015, 173, 718–724.
  • Giordani, E.; Doumett, S.; Nin, S.; Del Bubba, M. Selected Primary and Secondary Metabolites in Fresh Persimmon (Diospyros kaki Thunb.): A Review of Analytical Methods and Current Knowledge of Fruit Composition and Health Benefits. Food Research International 2011, 44, 1752–1767.
  • Zheng, H.W.; Zhang, Q.; Quan, J.P.; Zheng, Q.; Xi, W.P. Determination of Sugars, Organic Acids, Aroma Components, and Carotenoids in Grapefruit Pulps. Food Chemistry 2016, 205, 112–121.
  • Medeiros, P.M.; Simoneit, B.R. Analysis of Sugars in Environmental Samples by Gas Chromatography–Mass Spectrometry. Journal of Chromatography A 2007, 1141, 271–278.
  • Pan, L.; Zhu, Q.; Lu, R.; McGrath, J.M. Determination of Sucrose Content in Sugar Beet by Portable Visible and Near-Infrared Spectroscopy. Food Chemistry 2015, 167, 264–271.
  • Rady, A.M.; Guyer, D.E. Evaluation of Sugar Content in Potatoes Using NIR Reflectance and Wavelength Selection Techniques. Postharvest Biology and Technology 2015, 103, 17–26.
  • Dong, W.J.; Ni, Y.N.; Kokot, S. A Near-Infrared Reflectance Spectroscopy Method for Direct Analysis of Several Chemical Components and Properties of Fruit, for Example, Chinese Hawthorn. Journal of Agricultural and Food Chemistry 2013, 61, 540–546.
  • Zhuang, H.; Ni, Y.N.; Kokot, S. A Comparison of Near- and Mid-infrared Spectroscopic Methods for the Analysis of Several Nutritionally Important Chemical Substances in the Chinese Yam (Dioscorea opposita): Total Sugar, Polysaccharides, and Flavonoids. Applied Spectroscopy 2015, 69, 488–495.
  • Acri, G.; Testagrossa, B.; Vermiglio, G. FT-NIR Analysis of Different Garlic Cultivars. Journal of Food Measurement and Characterization 2016, 10, 127–136.
  • Du, M.; Gong, Y.; Lin, Z.Z.; Shi, X.Y.; Hua, G.D.; Qiao, Y.J. Rapid Identification of Wolfberry Fruit of Different Geographic Regions with Sample Surfacenear Infrared Spectra Combined with Multi-class SVM. Spectroscopy and Spectral Analysis 2013, 33, 1211–1214.
  • Shen, T.T.; Zou, X.; Shi, J.; Li, Z.; Huang, X.W.; Xu, Y.W.; Chen, W. Determination Geographical Origin and Flavonoids Content of Goji Berry Using Near-infraredspectroscopy and Chemometrics. Food Analytical Methods 2016, 9, 68–79.
  • Tang, L.H.; Liu, D.H. Quantitative Analysis of Lycium barbarum L.Composition Based on near Infrared Spectrum. Modern Food Science and Technology 2013, 29, 2306–2310.
  • Mehmood, T.; Liland, K.H.; Snipen, L.; Saebø, S. A Review of Variable Selection Methods in Partial Least Squares Regression. Chemometrics and Intelligent Laboratory Systems 2012, 118, 62–69.
  • Höskuldsson, A.;. Variable and Subset Selection in PLS Regression. Chemometrics and Intelligent Laboratory Systems 2001, 55, 23–28.
  • Jacobs, B.A.J.G.; Verlinden, B.E.; Bobelyn, E.; Decombel, A.; Bleyaert, P.; Van Lommel, J.; Vandevelde, I.; Saeys, W.; Nicolai, B.M. Estimation of the Prior Storage Period of Lamb’s Lettuce Based on Visible/Near Infrared Reflectance Spectroscopy. Postharvest Biology and Technology 2016, 113, 95–105.
  • Zhang, W.L.; Li, N.; Feng, Y.Y.; Su, S.J.; Li, T.; Liang, B. A Unique Quantitative Method of Acid Value of Edible Oils and Studying the Impact of Heating on Edible Oils by UV-vis Spectrometry. Food Chemistry 2015, 185, 326–332.
  • Wang, F.; Chen, D.; Shso, X.G. Research on the Nonlinear Model of near Infrared Spectroscopy and the Total Sugar of Tobacco Samples. Spectroscopy and Spectral Analysis 2002, 5, 23–26.
  • Chen, J.Y.; Lyo, C.; Terada, F. Effect of Multiplicative Scatter Correction on Wavelength Selection for near Infrared Calibration to Determine Fat Content in Raw Milk. Journal Of Near Infrared Spectroscopy 2002, 10, 301–308.
  • Liu, F.; He, Y.; Wang, L. Determination of Effective Wavelengths for Discrimination of Fruit Vinegars Using near Infrared Spectroscopy and Multivariate Analysis. Analytica Chimica Acta 2008, 615, 10–17.
  • Min, M.; Lee, W.S. Determination of Significant Wavelengths and Prediction of Nitrogen Content for Citrus. Transactions of the Asae 2005, 48(2), 455–461.
  • Lu, W.Z.; Yuan, H.F.; Xu, G.T.; Qiang, D.M. Modern Analytical Techniques in Near-Infrared Spectroscopy; China Petrochemical Press: Beijing, 2000.
  • Kuligowski, J.; Carrión, D.; Quintás, G.; Garrigues, S.; De La Guardia, M. Direct Determination of Polymerised Triacylglycerides in Deep-frying Vegetable Oil by near Infrared Spectroscopy Using Partial Least Squares Regression. Food Chemistry 2012, 131, 353–359.
  • Shenk, J.S.; Workman, J.J.; Westerhaus, M.O. Application of NIR Spectroscopy to Agricultural Products. Practical Spectroscopy Series 2001, 27, 419–474.
  • Jiang, J.H.; Berry, R.J.; Siesler, H.W.; Ozaki, Y. Wavelength Interval Selection in Multicomponent Spectral Analysis by Moving Window Partial Least-squares Regression with Applications to Mid-infrared and Near-Infrared Spectroscopic Data. Analytical Chemistry 2002, 74(14), 3555–3565.
  • Kamruzzaman, M.; ElMasry, G.; Sun, D.W.; Allen, P. Non-Destructive Prediction and Visualization of Chemical Composition in Lamb Meat Using NIR Hyperspectral Imaging and Multivariate Regression. Innovative Food Science & Emerging Technologies 2012, 16, 218–226.
  • Guo, Y.; Ni, Y.; Kokot, S. Evaluation of Chemical Components and Properties of the Jujube Fruit Using near Infrared Spectroscopy and Chemometrics. Spectrochimica Acta. Part A, Molecular and Biomolecular Spectroscopy 2016, 153, 79–86.

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