Title:Optimisation of Chromatographic Resolution Using Objective Functions Including Both Time and Spectral Information. Part 2: Compounds Exhibiting Small Spectral Differences
VOLUME: 3 ISSUE: 1
Author(s):Tamara Alvarez-Segura, José R. Torres-Lapasió and María C. García-Alvarez-Coque
Affiliation:Department of Analytical Chemistry, Faculty of Chemistry, University of Valencia, c/Dr. Moliner 50, 46100 Burjassot, Spain.
Keywords:Alternating least squares, chromatographic resolution, multivariate selectivity, reduction of analysis time, signal
recovery, small spectral differences.
Abstract:Background: Current liquid chromatography instruments may yield two-way signals with
full spectra collected as a function of time. These signals can be processed to recover chromatographic
peaks in case of low resolution in the time order without any peak shape assumption. In Part I of this
work, a two-way chromatographic objective function (COF) that incorporates both time and spectral
information using diode array detection, based on the multivariate selectivity concept (figure of merit
derived from the net analyte signal), was reported. The approach was applied to improve the chromatographic
analysis of a mixture of 25 phenolic compounds with appreciable spectral differences, which
remained unresolved in the time order.
Objective: Part 2 of this work is aimed to illustrate the usefulness of the two-way COF to reduce the analysis time for
compounds exhibiting small spectral differences.
Method: The COF locates experimental conditions where the spectrochromatograms can be recovered with low error, using
the combination of the orthogonal projection approach and alternating least squares.
Results: The probe compounds (19 o-phthalaldehyde/N-acetylcysteine amino acid derivatives) were satisfactorily resolved
using multi-linear and multi-isocratic gradients of acetonitrile-water, but at too long analysis times. By increasing
the elution strength, the analysis time decreased, but producing overlapped peaks. The approach found the experimental
conditions where the information for these peaks could be accurately recovered based on their spectral information.
Conclusion: This demonstrates that the developed two-way COF succeeds to find convenient separation conditions for
mixtures containing overlapped peaks for compounds exhibiting small spectral differences.
