1. Fast nutritional characterization of different pigmented rice grains using a combination of NMR and decision tree analysis
- Author
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Hongying Du, Yinqiang Huo, Huili Liu, Ghulam Mustafa Kamal, Jiaren Yang, Yongchao Zeng, Siming Zhao, and Youming Liu
- Subjects
pigmented rice ,1h-nmr ,decision tree ,metabolomics ,principal components analysis ,Nutrition. Foods and food supply ,TX341-641 ,Food processing and manufacture ,TP368-456 - Abstract
Different rice cultivars contain various metabolites which are closely related with their nutritional and functional effects. In the current study, NMR and chemometrics methods – decision tree analysis (DTA) were applied to explore the chemical characteristics in different rice cultivars. The pigmented rice were completely discriminated from each other, and the key metabolites that mostly contributed to the rice discrimination were explored, including sugars compounds (sucrose, fructose and glucose) and non-sugar compounds (γ-amino butyric acid (GABA), asparagine, citric acid and malic acid) with DTA approach and 1HNMR metabolite fingerprints. The purple rice has the highest concentrations of sucrose, citric acid and asparagine (p
- Published
- 2019
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