Application of Portable and Handheld Infrared Spectrometers for Determination of Sucrose Levels in Infant Cereals

Sucrose coating of breakfast cereals is used to enhance the flavor and attractiveness of the final product but there is a need for monitoring its levels to meet consumer health concerns associated with sugar consumption. Our objective was to evaluate the use of portable (mid-infrared, MIR) and handheld (near-infrared, NIR) systems for rapid, simple and reliable determination of sucrose content in breakfast cereal products. Cereal-based and sucrose-coated samples were provided by an Ohio snack food company. Samples were ground and spectra were collected using portable ATR-MIR (Cary 630) and handheld NIR (microPHAZIR) spectrometers. Reference sucrose levels were determined by high-performance liquid chromatography (HPLC). Partial least squares regression (PLSR) was used to develop calibration regression models for prediction of sucrose levels in breakfast cereals based on spectral data. Sucrose levels in uncoated (n = 28) and coated (n = 62) cereal samples were on average of 1.2 ± 0.7 and 11.8 ± 3.5 g/100 g, respectively. Similar calibration (n = 85) model performances were obtained for determination of sucrose content by using the portable MIR and handheld NIR instruments with standard error of cross-validation (SECV) of 1.45 %. However, superior predictive ability was obtained with the portable MIR unit using a validation set (n = 20, SEP = 1.27 % and RPD = 4.41). Regression models using NIR spectrum of the cereal through a polyethylene bag resulted in reduction of the model goodness of fit and RPD values. Results support the application of handheld NIR and portable MIR spectrometers for close-to-real-time analysis of sucrose levels in breakfast cereals providing simple, rapid and reliable prediction for quality assurance.

[1]  K. Malik,et al.  In situ laboratory analysis of sucrose in sugarcane bagasse using attenuated total reflectance spectroscopy and chemometrics , 2007 .

[2]  I. Farhat,et al.  Structure and thermomechanical properties of extruded amylopectin–sucrose systems , 2003 .

[3]  K. Brownell,et al.  Response of the food and beverage industry to the obesity threat. , 2010, JAMA.

[4]  Malay K. Mazumder,et al.  Influence of powder properties on the performance of electrostatic coating process , 1997 .

[5]  T. Fearn,et al.  Near infrared spectroscopy in food analysis , 1986 .

[6]  D. Bertrand,et al.  Quantitative Determination of Sugar Cane Sucrose by Multidimensional Statistical Analysis of Their Mid-Infrared Attenuated Total Reflectance Spectra , 1991 .

[7]  M. Guillén,et al.  Some of the most significant changes in the Fourier transform infrared spectra of edible oils under oxidative conditions , 2000 .

[8]  L. Rodriguez-Saona,et al.  Application of hand-held and portable infrared spectrometers in bovine milk analysis. , 2013, Journal of agricultural and food chemistry.

[9]  T. Fearn,et al.  Measurement of fat and sucrose in dry cake mixes by near infrared reflectance spectroscopy , 2007 .

[10]  A. Dillner,et al.  A method to quantify organic functional groups and inorganic compounds in ambient aerosols using attenuated total reflectance FTIR spectroscopy and multivariate chemometric techniques , 2008 .

[11]  R. Marchessault,et al.  Infrared spectra of crystalline polysaccharides. II. Native celluloses in the region from 640 to 1700 cm.−1 , 1959 .

[12]  E. Ortega-Rivas,et al.  Attrition reduction and quality improvement of coated puffed wheat by fluidised bed technology , 2009 .

[13]  S. Turza,et al.  Development of a rapid, non-destructive method for egg content determination in dry pasta using FT-NIR technique , 2011 .

[14]  P. Williams,et al.  Chemical principles of near-infrared technology , 1987 .

[15]  M. Putz,et al.  Spectral Inverse Quantum (Spectral-IQ) Method for Modeling Mesoporous Systems: Application on Silica Films by FTIR , 2012, International journal of molecular sciences.

[16]  S. Wold,et al.  PLS-regression: a basic tool of chemometrics , 2001 .

[17]  Wouter Saeys,et al.  Potential for Onsite and Online Analysis of Pig Manure using Visible and Near Infrared Reflectance Spectroscopy , 2005 .

[18]  M. Grube,et al.  Infrared spectra of some fructans , 2002 .

[19]  Myoung-Gun Choung,et al.  Determination of Sucrose Content in Soybean Using Near-infrared Reflectance Spectroscopy , 2010 .

[20]  J. B. Guckert,et al.  Fourier transform-infrared spectroscopic methods for microbial ecology: analysis of bacteria, bacteria-polymer mixtures and biofilms. , 1985, Journal of microbiological methods.

[21]  M. Mathlouthi,et al.  FTIR and laser-Raman spectra of oligosaccharides in water: characterization of the glycosidic bond. , 1996, Carbohydrate research.

[22]  P. Williams,et al.  Near-Infrared Technology in the Agricultural and Food Industries , 1987 .

[23]  Alejandra M. Santos,et al.  Rapid assessment of quality parameters in processing tomatoes using hand-held and benchtop infrared spectrometers and multivariate analysis. , 2013, Journal of agricultural and food chemistry.

[24]  E. Guerra-Hernández,et al.  Changes in sugar profile during infant cereal manufacture , 2001 .

[25]  A. Castellote,et al.  Analysis of mono- and disaccharides in milk-based formulae by high-performance liquid chromatography with refractive index detection. , 2004, Journal of chromatography. A.

[26]  H. Abdi Partial least squares regression and projection on latent structure regression (PLS Regression) , 2010 .

[27]  W. Horwitz Official Methods of Analysis , 1980 .

[28]  Emil W. Ciurczak,et al.  Handbook of Near-Infrared Analysis , 1992 .

[29]  B. Li,et al.  GAS‐LIQUID CHROMATOGRAPHIC ANALYSIS OF 'SUGARS IN READY‐TO‐EAT BREAKFAST CEREALS , 1980 .

[30]  Coating of Puffed Wheat by a Tumbling Method a Fluidized Bed Technique , 2007 .

[31]  Hans Ulrich Bergmeyer,et al.  Methods of Enzymatic Analysis , 2019 .

[32]  Rapid determination of sugar level in snack products using infrared spectroscopy. , 2012, Journal of food science.