A procedure for the evaluation of the wheat flour hardness, based on capillary electrophoresis of a protein extract in an isoelectric acidic buffer, was developed. The 13 flour samples were extracted twice, and two injections of each extract were made. Separations were performed in a background electrolyte (BGE) containing 40 mM aspartic acid, 6 M urea, and 0.5% hydroxyethylcellulose at 60°C. Using the normalized and corrected areas of 79 peaks and peak groups, a partial least squares regression (PLS1) model was able to predict the flour strength or dough deformation work (W) and the dough tenacity/ extensibility ratio (P/L) (Alveograph parameters) with an average relative standard deviation in the predictions of ± 3% and ±8%, respectively. These values amounted to a ± 6–8% and ± 11% with multiple linear regression (MLR) and PLS1 models constructed by measuring only 12 peaks and peak group areas on the electropherograms

Prediction of wheat dough W and P/L inflation test parameters by capillary zone electrophoresis of a protein extract followed by multivariate regression

SEBASTIANO, ROBERTO;CITTERIO, ATTILIO;
2004-01-01

Abstract

A procedure for the evaluation of the wheat flour hardness, based on capillary electrophoresis of a protein extract in an isoelectric acidic buffer, was developed. The 13 flour samples were extracted twice, and two injections of each extract were made. Separations were performed in a background electrolyte (BGE) containing 40 mM aspartic acid, 6 M urea, and 0.5% hydroxyethylcellulose at 60°C. Using the normalized and corrected areas of 79 peaks and peak groups, a partial least squares regression (PLS1) model was able to predict the flour strength or dough deformation work (W) and the dough tenacity/ extensibility ratio (P/L) (Alveograph parameters) with an average relative standard deviation in the predictions of ± 3% and ±8%, respectively. These values amounted to a ± 6–8% and ± 11% with multiple linear regression (MLR) and PLS1 models constructed by measuring only 12 peaks and peak group areas on the electropherograms
2004
File in questo prodotto:
File Dimensione Formato  
556100.pdf

Accesso riservato

: Post-Print (DRAFT o Author’s Accepted Manuscript-AAM)
Dimensione 125.85 kB
Formato Adobe PDF
125.85 kB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/556100
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 6
  • ???jsp.display-item.citation.isi??? 6
social impact