A curve-fitting approach to the near infrared reflectance measurement of wheat flour proteins which influence dough quality

Citation
Ij. Wesley et al., A curve-fitting approach to the near infrared reflectance measurement of wheat flour proteins which influence dough quality, J NEAR IN S, 7(4), 1999, pp. 229-240
Citations number
24
Categorie Soggetti
Agricultural Chemistry","Spectroscopy /Instrumentation/Analytical Sciences
Journal title
JOURNAL OF NEAR INFRARED SPECTROSCOPY
ISSN journal
09670335 → ACNP
Volume
7
Issue
4
Year of publication
1999
Pages
229 - 240
Database
ISI
SICI code
0967-0335(1999)7:4<229:ACATTN>2.0.ZU;2-M
Abstract
A curve-fitting approach to the problem of measuring the gliadin and gluten in content of flour is presented. Theoretical spectra for 100% pure gliadin , glutenin and starch are derived based on the analysis of partially purifi ed materials and are shown to have unique characteristics. Spectral differe nces at 2306 nm and 2350 nm were attributed to the presence of lipid in the glutenin component and a least squares curve-fitting procedure over the ra nge 2050-2220 nm has been used to calculate the proportion of each componen t present in the spectrum of a flour. High r(2) values were achieved when t he results were compared with the actual values as measured by size exclusi on high pressure liquid chromatography, The results for gliadin (r(2) = 0.7 3) and glutenin (r(2) = 0.76) suggest that the curve-fitting methodology of fers a simple alternative to partial least squares (PLS) and multiple linea r regression (MLR) techniques for ranking samples by gliadin and glutenin c ontent. Although there was a large bias between the actual and uncorrected predicted values for gliadin and glutenin content, the results provided a c lear justification for assuming that robust calibrations for gliadin and gl utenin content can be developed using both curve-fitting and PLS calibratio n techniques, The least squares methodology can be used as a simple techniq ue for estimating the gliadin and glutenin content of flours where the deve lopment and maintenance of a full calibration is either impractical or not desirable.