Metabolic trajectory characterisation of xenobiotic-induced hepatotoxic lesions using statistical batch processing of NMR data

被引:38
作者
Azmi, J
Griffin, JL
Antti, H
Shore, RF
Johansson, E
Nicholson, JK
Holmes, E
机构
[1] Univ London Imperial Coll Sci Technol & Med, Div Biomed Sci, London SW7 2AZ, England
[2] Ctr Ecol & Hydrol, Huntingdon, Cambs, England
[3] Umetrics, S-90719 Umea, Sweden
关键词
D O I
10.1039/b109430k
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Multivariate statistical batch processing (BP) analysis of H-1 NMR urine spectra was employed to establish time-dependent metabolic variations in animals treated with the model hepatotoxin, alpha-naphthylisothiocyanate (ANIT). ANIT (100 mg kg(-1)) was administered orally to rats (n = 5) and urine samples were collected from dosed and matching control rats at time-points up to 168 h post-dose. Urine samples were measured via H-1 NMR spectroscopy and partial least squares (PLS) based batch processing analysis was used to interpret the spectral data, treating each rat as an individual batch comprising a series of timed urine samples. A model defining the mean urine profile over the 7 day study period was established, together with model confidence limits (+/-3 standard deviation), for the control group. Samples obtained from ANIT treated animals were evaluated using the control model. Time-dependent deviations from the control model were evident in all ANIT treated animals consisting of glycosuria, bile aciduria, an initial decrease in taurine levels followed by taurinuria and a reduction of tricarboxylic acid cycle intermediate excretion. BP provided an efficient means of visualising the biochemical response to ANIT in terms of both inter-animal variation and net variation in metabolite excretion profiles. BP also allowed multivariate statistical limits for normality to be established and provided a template for defining the sequence of time-dependent metabolic consequences of toxicity in NMR based metabonomic studies.
引用
收藏
页码:271 / 276
页数:6
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