Title of article :
Application of Fourier transform infrared spectroscopy and orthogonal projections to latent structures/partial least squares regression for estimation of procyanidins average degree of polymerisation Original Research Article
Author/Authors :
Cl?udia P. Passos، نويسنده , , Susana M. Cardoso، نويسنده , , Antonio S. Barros، نويسنده , , Carlos M. Silva Santos، نويسنده , , Manuel A. Coimbra، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2010
Pages :
7
From page :
143
To page :
149
Abstract :
Fourier transform infrared (FTIR) spectroscopy has being emphasised as a widespread technique in the quick assess of food components. In this work, procyanidins were extracted with methanol and acetone/water from the seeds of white and red grape varieties. A fractionation by graded methanol/chloroform precipitations allowed to obtain 26 samples that were characterised using thiolysis as pre-treatment followed by HPLC-UV and MS detection. The average degree of polymerisation (DPn) of the procyanidins in the samples ranged from 2 to 11 flavan-3-ol residues. FTIR spectroscopy within the wavenumbers region of 1800–700 cm−1 allowed to build a partial least squares (PLS1) regression model with 8 latent variables (LVs) for the estimation of the DPn, giving a RMSECV of 11.7%, with a R2 of 0.91 and a RMSEP of 2.58. The application of orthogonal projection to latent structures (O-PLS1) clarifies the interpretation of the regression model vectors. Moreover, the O-PLS procedure has removed 88% of non-correlated variations with the DPn, allowing to relate the increase of the absorbance peaks at 1203 and 1099 cm−1 with the increase of the DPn due to the higher proportion of substitutions in the aromatic ring of the polymerised procyanidin molecules.
Keywords :
Orthogonal projections to latent structures , Grape seed , Graded procyanidin fractionation , Flavan-3-ols , Partial least squares regression-1 , Fourier transform infrared spectroscopy
Journal title :
Analytica Chimica Acta
Serial Year :
2010
Journal title :
Analytica Chimica Acta
Record number :
1038167
Link To Document :
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