Application of independent component analysis, principal component regression and partial least squares methodologies for the simultaneous potentiometric titration of some amino acids


AKTAŞ A. H. , KARAGOZ S. G.

RSC ADVANCES, vol.6, no.74, pp.69902-69908, 2016 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 6 Issue: 74
  • Publication Date: 2016
  • Doi Number: 10.1039/c6ra09773a
  • Title of Journal : RSC ADVANCES
  • Page Numbers: pp.69902-69908

Abstract

Potentiometric titration and chemometric methods were applied to the simultaneous determination of the four amino acids, alanine (ALA), phenylalanine (PHE), leucine (LEU) and lysine (LYS). The applied chemometric techniques are multivariate methods including principal component regression (PCR), partial least squares (PLS) and independent component analysis (ICA) methods. The developed methods were validated and successfully applied to the simultaneous determination of ALA, PHE, LEU and LYS in chicken samples. The assay results obtained using the chemometric methods were statistically compared to those of the HPLC method and good agreement was observed.