Screening of Biomarkers in Rat Urine Using LC/Electrospray Ionization-MS and Two-Way Data Analysis
- 20 August 2003
- journal article
- Published by American Chemical Society (ACS) in Analytical Chemistry
- Vol. 75 (18) , 4784-4792
- https://doi.org/10.1021/ac0341618
Abstract
Biofluids, like urine, form very complex matrixes containing a large number of potential biomarkers, that is, changes of endogenous metabolites in response to xenobiotic exposure. This paper describes a fast and sensitive method of screening biomarkers in rat urine. Biomarkers for phospholipidosis, induced by an antidepressant drug, were studied. Urine samples from rats exposed to citalopram were analyzed using solid-phase extraction (SPE) and liquid chromatography mass spectrometry (LC/MS) analysis detecting negative ions. A fast iterative method, called Gentle, was used for the automatic curve resolution, and metabolic fingerprints were obtained. After peak alignment principal component analysis (PCA) was performed for pattern recognition, PCA loadings were studied as a means of discovering potential biomarkers. In this study a number of potential biomarkers of phospholipidosis in rats are discussed. They are reported by their retention time and base peak, as their identification is not within the scope of the study. In addition to the fact that it was possible to differentiate control samples from dosed samples, the data were very easy to interpret, and signals from xenobiotic-related substances were easily removed without affecting the endogenous compounds. The proposed method is a complement or an alternative to NMR for metabolomic applications.Keywords
This publication has 20 references indexed in Scilit:
- Determination of wheat quality by mass spectrometry and multivariate data analysisRapid Communications in Mass Spectrometry, 2002
- Metabonomics: the use of electrospray mass spectrometry coupled to reversed‐phase liquid chromatography shows potential for the screening of rat urine in drug developmentRapid Communications in Mass Spectrometry, 2002
- Variety identification of wheat using mass spectrometry with neural networks and the influence of mass spectra processing prior to neural network analysisRapid Communications in Mass Spectrometry, 2002
- Automated curve resolution applied to data from multi-detection instrumentsAnalytica Chimica Acta, 2001
- Isotopic and molecular fractionation in combustion; three routes to molecular marker validation, including direct molecular ‘dating’ (GC/AMS)Atmospheric Environment, 1999
- Metabolism and excretion of citalopram in man: identification of O-acyl- and N-glucuronidesXenobiotica, 1999
- Biomarkers in toxicologyToxicology, 1998
- Cationic Amphiphilic Drug-Induced PhospholipidosisToxicologic Pathology, 1997
- Reduction of error propagation due to normalization: Effect of error propagation and closure on spurious correlationsAnalytica Chimica Acta, 1995
- Mixture analysis using factor analysis. II: Self‐modeling curve resolutionJournal of Chemometrics, 1990