Effect of magnetic field strength on NMR-Based metabonomic human urine data comparative study of 250, 400, 500, and 800 MHz

被引:37
作者
Bertram, Hanne Christine
Malmendal, Anders
Petersen, Bent O.
Madsen, Jens Chr.
Pedersen, Henrik
Nielsen, Niels Chr.
Hoppe, Camilla
Molgaard, Christian
Michaelsen, Kim F.
Duus, Jens O.
机构
[1] Aarhus Univ, Fac Agr Sci, Dept Food Sci, DK-8830 Aarhus, Denmark
[2] Aarhus Univ, Interdisciplinary Nanosci Ctr iNANO, Ctr Soluble Prot Strcut inSPIN, Dept Chem, DK-8000 Aarhus C, Denmark
[3] Carlsberg Lab, DK-2500 Valby, Denmark
[4] Cpd Identificat & Purificat, DK-2500 Valby, Denmark
[5] Univ Copenhagen, Fac Life Sci, Dept Human Nutr, DK-1958 Frederiksberg, Denmark
关键词
D O I
10.1021/ac070928a
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Metabonomic analysis of urine utilizing high-resolution NMR spectroscopy and chemometric techniques has proven valuable in characterizing the biochemical response to an intervention. To assess the effect of magnetic field strength on information contained in NMR-based metabonomic data sets, 111 NMR spectra were acquired on 250-, 400-, 500-, and 800-MHz instruments, respectively, on the same set of human urine samples collected before and after dietary interventions with milk and with meat proteins. Partial least-squares regression discriminant analyses (PLS-DA) were performed in order to elucidate the ability of the H-1 spectra acquired at various field strengths to identify possible spectral differences and discriminate between pre- and postintervention samples. The loadings from PLS-DA contained the same spectral regions, implying that the same metabolites were involved in the discrimination independent of magnetic field strength. The investigation revealed a strong increase in prediction performance and thereby spectral information content when increasing the magnetic field strength from 250 to 500 MHz, while from 500 to 800 MHz the increase was less pronounced.
引用
收藏
页码:7110 / 7115
页数:6
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