title: Tumour xenograft detection through quantitative analysis of the metabolic profile of urine in mice.
abstract: The metabolic content of urine from NIH III nude mice (n = 22) was analysed before and after inoculation with human glioblastoma multiforme (GBM) cancer cells. An age- and gender-matched control population (n = 14) was also studied to identify non-tumour-related changes. Urine samples were collected daily for 6 weeks, beginning 1 week before cell injection. Metabolite concentrations were obtained via targeted profiling with Chenomx Suite 5.1, based on nuclear magnetic resonance (NMR) spectra acquired on an Oxford 800 MHz cold probe NMR spectrometer. The Wilcoxon rank sum test was used to evaluate the significance of the change in metabolite concentration between the two time points. Both the metabolite concentrations and the ratios of pairs of metabolites were studied. The complicated inter-relationships between metabolites were assessed through partial least-squares discriminant analysis (PLS-DA). Receiver operating characteristic (ROC) curves were generated for all variables and the area under the curve (AUC) calculated. The data indicate that the number of statistically significant changes in metabolite concentrations was more pronounced in the tumour-bearing population than in the control animals. This was also true of the ratios of pairs of metabolites. ROC analysis suggests that the ratios were better able to differentiate between the pre- and post-injection samples compared to the metabolite concentrations. PLS-DA models produced good separation between the populations and had the best AUC results (all models exceeded 0.937). These results demonstrate that metabolomics may be used as a screening tool for GBM cells grown in xenograft models in mice.
authors.affiliation: Department of Physics, University of Alberta, Edmonton, Alberta, Canada.
authors.forename: Jennifer
authors.initials: J
authors.lastname: Moroz
authors.forename: Joan
authors.initials: J
authors.lastname: Turner
authors.forename: Carolyn
authors.initials: C
authors.lastname: Slupsky
authors.forename: Gino
authors.initials: G
authors.lastname: Fallone
authors.forename: Alasdair
authors.initials: A
authors.lastname: Syme
mesh_terms: D000818:Animals; D045744:Cell Line, Tumor; D002471:Cell Transformation, Neoplastic; D005909:Glioblastoma / Q000175:diagnosis* / Q000378:metabolism / Q000473:pathology / Q000652:urine*; D006801:Humans; D007267:Injections; D055442:Metabolome; D051379:Mice; D015999:Multivariate Analysis; D009368:Neoplasm Transplantation; D012372:ROC Curve; D014183:Transplantation, Heterologous; D016482:Urinalysis / Q000379:methods*