title: Simultaneous spectrofluorimetric determination of levodopa and propranolol in urine using feed-forward neural networks assisted by principal component analysis.
abstract: The simultaneous determination of levodopa (LD) and propranolol (PRO) using fluorescence spectrometric technique is described. The method involves measuring the natural fluorescence of these drugs in the micellar media of sodium dodecyl sulfate (SDS) using principal component analysis-feed-forward neural networks (PC-FFNNs). Experimental conditions such as effect of pH and SDS concentration were optimized. Under the optimum conditions, the linear determination ranges of LD and PRO are 2.0 x 10(-8) to 1.0 x 10(-5)mol L(-1) and 3.6 x 10(-9) to 1.8 x 10(-6)mol L(-1), respectively. A set of synthetic binary mixtures of LD and PRO was prepared and their concentrations were predicted by the proposed method. Satisfactory results were obtained by the combination of fluorescence technique with chemometrics methods. The method was successfully applied to the determination of LD and PRO in tap water and in urine samples.
authors.affiliation: Faculty of Chemistry, Bu-Ali Sina University, Hamadan, Iran. madrakian@basu.ac.ir
authors.forename: Tayyebeh
authors.initials: T
authors.lastname: Madrakian
authors.forename: Abbas
authors.initials: A
authors.lastname: Afkhami
authors.forename: Masoumeh
authors.initials: M
authors.lastname: Mohammadnejad
mesh_terms: D005618:Fresh Water / Q000032:analysis*; D006863:Hydrogen-Ion Concentration; D007980:Levodopa / Q000032:analysis / Q000652:urine*; D016571:Neural Networks, Computer; D025341:Principal Component Analysis; D011433:Propranolol / Q000032:analysis / Q000652:urine*; D012967:Sodium Dodecyl Sulfate; D013050:Spectrometry, Fluorescence / Q000379:methods*
chemical_list: D012967:Sodium Dodecyl Sulfate; D007980:Levodopa; D011433:Propranolol