Literature DB >> 25861767

Application of a portable infrared instrument for simultaneous analysis of sugars, asparagine and glutamine levels in raw potato tubers.

Huseyin Ayvaz1, Alejandra M Santos, Jennifer Moyseenko, Matthew Kleinhenz, Luis E Rodriguez-Saona.   

Abstract

The level of reducing sugars and asparagine in raw potatoes is critical for potato breeders and the food industry for production of commonly consumed food products including potato chips and French fries. Our objective was to evaluate the use of a portable infrared instrument for the rapid quantitation of major sugars and amino acids in raw potato tubers using single-bounce attenuated total reflectance (ATR) and dial path accessories as an alternative to time-consuming chromatographic techniques. Samples representing a total of 84 experimental and commercial potato varieties harvested in two consecutive growing seasons (2012 and 2013) were used in this study. Samples had wide ranges of sugars determined by HPLC-RID (non-detectable (ND)-7.7 mg glucose, ND-9.4 mg fructose and 0.4-5.4 mg sucrose per 1 g fresh weight), and asparagine and glutamine levels determined by GC-FID (0.7-2.9 mg and 0.3-1.7 mg per 1 g fresh weight). Infrared spectra collected from 64 varieties were used to create partial least squares regression (PLSR) calibration models that predicted the sugar and amino acid levels in an independent set of 16 validation potato varieties. Excellent linear correlations between infrared predicted and reference values were obtained. PLSR models had a high correlation coefficient of prediction (rPred >0.95) and residual predictive deviation (RPD) values ranging between 3.1 and 5.5. Overall, the results indicated that the models could be used to simultaneously predict sugars, free asparagine and glutamine levels in the raw tubers, significantly benefiting potato breeding, certain aspects of crop management, crop production and research.

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Year:  2015        PMID: 25861767     DOI: 10.1007/s11130-015-0484-7

Source DB:  PubMed          Journal:  Plant Foods Hum Nutr        ISSN: 0921-9668            Impact factor:   3.921


  9 in total

Review 1.  The infrared absorption of amino acid side chains.

Authors:  A Barth
Journal:  Prog Biophys Mol Biol       Date:  2000       Impact factor: 3.667

2.  Analysis of air pollution plant exposure data: The soft independent modelling of class analogy (SIMCA) and partial least squares modelling with latent variable (PLS) approaches.

Authors:  L Moseholm
Journal:  Environ Pollut       Date:  1988       Impact factor: 8.071

Review 3.  Use of FTIR for rapid authentication and detection of adulteration of food.

Authors:  L E Rodriguez-Saona; M E Allendorf
Journal:  Annu Rev Food Sci Technol       Date:  2011

4.  Rapid assessment of quality parameters in processing tomatoes using hand-held and benchtop infrared spectrometers and multivariate analysis.

Authors:  Elizabeth D Wilkerson; Gordon E Anthon; Diane M Barrett; Glynda Fe G Sayajon; Alejandra M Santos; Luis E Rodriguez-Saona
Journal:  J Agric Food Chem       Date:  2013-02-19       Impact factor: 5.279

5.  Glucose and fructose hydrates in aqueous solution by IR spectroscopy.

Authors:  Jean-Joseph Max; Camille Chapados
Journal:  J Phys Chem A       Date:  2007-03-17       Impact factor: 2.781

6.  Quantitation of 3-aminopropionamide in potatoes-a minor but potent precursor in acrylamide formation.

Authors:  Michael Granvogl; Magnus Jezussek; Peter Koehler; Peter Schieberle
Journal:  J Agric Food Chem       Date:  2004-07-28       Impact factor: 5.279

7.  Potential of acrylamide formation, sugars, and free asparagine in potatoes: a comparison of cultivars and farming systems.

Authors:  Thomas M Amrein; Sandra Bachmann; Anja Noti; Maurus Biedermann; Melissa Ferraz Barbosa; Sandra Biedermann-Brem; Koni Grob; Andreas Keiser; Pietro Realini; Felix Escher; Renato Amadó
Journal:  J Agric Food Chem       Date:  2003-08-27       Impact factor: 5.279

8.  Acrylamide formation mechanism in heated foods.

Authors:  David V Zyzak; Robert A Sanders; Marko Stojanovic; Daniel H Tallmadge; B Loye Eberhart; Deborah K Ewald; David C Gruber; Thomas R Morsch; Melissa A Strothers; George P Rizzi; Maria D Villagran
Journal:  J Agric Food Chem       Date:  2003-07-30       Impact factor: 5.279

Review 9.  Chemistry, biochemistry, and safety of acrylamide. A review.

Authors:  Mendel Friedman
Journal:  J Agric Food Chem       Date:  2003-07-30       Impact factor: 5.279

  9 in total
  2 in total

1.  Comparison of Selected Dimensionality Reduction Methods for Detection of Root-Knot Nematode Infestations in Potato Tubers Using Hyperspectral Imaging.

Authors:  Janez Lapajne; Matej Knapič; Uroš Žibrat
Journal:  Sensors (Basel)       Date:  2022-01-04       Impact factor: 3.576

2.  Improved Model for Starch Prediction in Potato by the Fusion of Near-Infrared Spectral and Textural Data.

Authors:  Fuxiang Wang; Chunguang Wang
Journal:  Foods       Date:  2022-10-08
  2 in total

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