Application of the FLIPSY pulse sequence for increased sensitivity in 1H NMR-based metabolic profiling studies.
Metabolite profiling relies on optimal precision of the acquired data, which requires, among others, a high signal-to-noise ratio (S/N). In addition, increased S/N will increase the likelihood of identification of new biomarkers. Here we introduce, for the first time in metabolite profiling studies by 1H NMR, an approach to enhance the precision of multivariate regression models by use of the FLIPSY (flip angle adjustable one-dimensional NOESY) pulse sequence, augmented by a homospoil pulse after the presaturation period to provide superior baseline quality. Unlike NOESYPRESAT, the standard one-dimensional (1D) sequence generally used in metabonomic studies, FLIPSY incorporates a variable flip angle, allowing use of the Ernst angle for excitation and thus optimization of S/N ratios according to spin lattice relaxation times (T1) of individual resonances. T1 values of metabolites present in human urine were determined by inversion-recovery experiments and subsequently used in calculations of optimal experimental conditions. Comparison of human urine analysis by the FLIPSY and NOESYPRESAT demonstrated an increase of S/N ratio in the former case that amounts to approximately 7% when measured for the hippurate doublet at delta 7.84. An orthogonal projection to latent structures discriminant analysis (O-PLS-DA) model exhibited superior discrimination between controls and simulated phenylketonuria urines when using data generated by the FLIPSY as compared to NOESYPRESAT.
Lauridsen
Michael
M
Department of Pharmaceutics and Analytical Chemistry, Faculty of Pharmaceutical Sciences, University of Copenhagen, Denmark. mil@farma.ku.dk
Maher
Anthony D
AD
Keun
Hector
H
Lindon
John C
JC
Nicholson
Jeremy K
JK
Nyberg
Nils T
NT
Hansen
Steen H
SH
Cornett
Claus
C
Jaroszewski
Jerzy W
JW
D003627:Data Interpretation, Statistical; D006801:Humans; D008962:Models, Theoretical; D019906:Nuclear Magnetic Resonance, Biomolecular / Q000379:methods*; D010649:Phenylalanine / Q000652:urine*; D010661:Phenylketonurias / Q000652:urine*; D011522:Protons; D014556:Urine / Q000737:chemistry*
D011522:Protons; D010649:Phenylalanine