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Salek RM, Maguire ML, Bentley E, Rubtsov DV, Hough T, Cheeseman M, Nunez D, Sweatman BC, Haselden JN, Cox RD, Connor SC, Griffin JL. A metabolomic comparison of urinary changes in type 2 diabetes in mouse, rat, and human. Physiol Genomics 2006; 29:99-108. [PMID: 17190852 DOI: 10.1152/physiolgenomics.00194.2006] [Citation(s) in RCA: 314] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Type 2 diabetes mellitus is the result of a combination of impaired insulin secretion with reduced insulin sensitivity of target tissues. There are an estimated 150 million affected individuals worldwide, of whom a large proportion remains undiagnosed because of a lack of specific symptoms early in this disorder and inadequate diagnostics. In this study, NMR-based metabolomic analysis in conjunction with multivariate statistics was applied to examine the urinary metabolic changes in two rodent models of type 2 diabetes mellitus as well as unmedicated human sufferers. The db/db mouse and obese Zucker (fa/fa) rat have autosomal recessive defects in the leptin receptor gene, causing type 2 diabetes. 1H-NMR spectra of urine were used in conjunction with uni- and multivariate statistics to identify disease-related metabolic changes in these two animal models and human sufferers. This study demonstrates metabolic similarities between the three species examined, including metabolic responses associated with general systemic stress, changes in the TCA cycle, and perturbations in nucleotide metabolism and in methylamine metabolism. All three species demonstrated profound changes in nucleotide metabolism, including that of N-methylnicotinamide and N-methyl-2-pyridone-5-carboxamide, which may provide unique biomarkers for following type 2 diabetes mellitus progression.
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Affiliation(s)
- R M Salek
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
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2
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Stanley EG, Bailey NJC, Bollard ME, Haselden JN, Waterfield CJ, Holmes E, Nicholson JK. Sexual dimorphism in urinary metabolite profiles of Han Wistar rats revealed by nuclear-magnetic-resonance-based metabonomics. Anal Biochem 2005; 343:195-202. [PMID: 15993369 DOI: 10.1016/j.ab.2005.01.024] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2004] [Revised: 01/18/2005] [Accepted: 01/20/2005] [Indexed: 11/24/2022]
Abstract
Gender-dependent metabolic variation in Han Wistar rats (n=25 male and n=25 female) was investigated using (1)H nuclear magnetic resonance (NMR) spectroscopy of urine coupled with chemometric methods. Statistically discriminatory regions of the spectra for male and female rats were identified and biomarker characterization was achieved by the further application of solid-phase extraction chromatography with NMR detection and high-performance liquid chromatography mass spectrometry. A novel discriminating molecule was identified as the sulfate conjugate of m-hydroxyphenylpropionic acid, which was excreted in higher concentrations by male rats. Other gender-related metabolite differences in the urine profiles included higher levels of trimethylamine-N-oxide, N,N'-dimethylglycine, m-hydroxyphenylpropionic acid, N-acetylglycoprotein, and cholate in samples from female animals. These studies emphasize the utility of multicomponent metabolic profiling for investigating physiological and genetic variation in experimental animals that may be of relevance to their use as models of toxicity and disease.
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Affiliation(s)
- E G Stanley
- Biological Chemistry, Biomedical Sciences Division, Sir Alexander Fleming Building, Imperial College, South Kensington, London SW7 2AZ, UK
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Nicholls AW, Holmes E, Lindon JC, Shockcor JP, Farrant RD, Haselden JN, Damment SJ, Waterfield CJ, Nicholson JK. Metabonomic investigations into hydrazine toxicity in the rat. Chem Res Toxicol 2001; 14:975-87. [PMID: 11511171 DOI: 10.1021/tx000231j] [Citation(s) in RCA: 157] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The systemic biochemical effects of oral hydrazine administration (dosed at 75, 90, and 120 mg/kg) have been investigated in male Han Wistar rats using metabonomic analysis of (1)H NMR spectra of urine and plasma, conventional clinical chemistry, and liver histopathology. Plasma samples were collected both pre- and 24 h postdose, while urine was collected predose and daily over a 7 day postdose period. (1)H NMR spectra of the biofluids were analyzed visually and via pattern recognition using principal component analysis. The latter showed that there was a dose-dependent biochemical effect of hydrazine treatment on the levels of a range of low molecular weight compounds in urine and plasma, which was correlated with the severity of the hydrazine induced liver lesions. In plasma, increases in the levels of free glycine, alanine, isoleucine, valine, lysine, arginine, tyrosine, citrulline, 3-D-hydroxybutyrate, creatine, histidine, and threonine were observed. Urinary excretion of hippurate, citrate, succinate, 2-oxoglutarate, trimethylamine-N-oxide, fumarate and creatinine were decreased following hydrazine dosing, whereas taurine, creatine, threonine, N-methylnicotinic acid, tyrosine, beta-alanine, citrulline, Nalpha-acetylcitrulline and argininosuccinate excretion was increased. Moreover, the most notable effect was the appearance in urine and plasma of 2-aminoadipate, which has previously been shown to lead to neurological effects in rats. High urinary levels of 2-aminoadipate may explain the hitherto poorly understood neurological effects of hydrazine. Metabonomic analysis of high-resolution (1)H NMR spectra of biofluids has provided a means of monitoring the progression of toxicity and recovery, while also allowing the identification of novel biomarkers of development and regression of the lesion.
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Affiliation(s)
- A W Nicholls
- Biological Chemistry, Division of Biomedical Sciences, Imperial College of Science, Technology and Medicine, Sir Alexander Fleming Building, South Kensington, London, SW7 2AZ, U.K.
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Waters NJ, Garrod S, Farrant RD, Haselden JN, Connor SC, Connelly J, Lindon JC, Holmes E, Nicholson JK. High-resolution magic angle spinning (1)H NMR spectroscopy of intact liver and kidney: optimization of sample preparation procedures and biochemical stability of tissue during spectral acquisition. Anal Biochem 2000; 282:16-23. [PMID: 10860494 DOI: 10.1006/abio.2000.4574] [Citation(s) in RCA: 108] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
High-resolution magic angle spinning (MAS) (1)H NMR spectroscopy has been used to investigate the biochemical composition of whole rat renal cortex and liver tissue samples. The effects of a number of sample preparation procedures and experimental variables have been investigated systematically in order to optimize spectral quality and maximize information recovery. These variables include the effects of changing the sample volume in the MAS rotor, snap-freezing the samples, and the effect of organ perfusion with deuterated saline solution prior to MAS NMR analysis. Also, the overall biochemical stability of liver and kidney tissue MAS NMR spectra was investigated under different temperature conditions. We demonstrate improved resolution and line shape of MAS NMR spectra obtained from small spherical tissue volume (12 microl) rotor inserts compared to 65 microl cylindrical samples directly inserted into the MAS rotors. D(2)O saline perfusion of the in situ afferent vascular tree of the tissue immediately postmortem also improves line shape in MAS NMR spectra. Snap-freezing resulted in increased signal intensities from alpha-amino acids (e.g., valine) in tissue together with decreases in renal osmolytes, such as myo-inositol. A decrease in triglyceride levels was observed in renal cortex following stasis on ice and in the MAS rotor (303 K for 4 h). This work indicates that different tissues have differential metabolic stabilities in (1)H MAS NMR experiments and that careful attention to sample preparation is required to minimize artifacts and maintain spectral quality.
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Affiliation(s)
- N J Waters
- Biological Chemistry, Imperial College, London, SW7 2AZ, United Kingdom
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Holmes E, Nicholls AW, Lindon JC, Connor SC, Connelly JC, Haselden JN, Damment SJ, Spraul M, Neidig P, Nicholson JK. Chemometric models for toxicity classification based on NMR spectra of biofluids. Chem Res Toxicol 2000; 13:471-8. [PMID: 10858320 DOI: 10.1021/tx990210t] [Citation(s) in RCA: 239] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
1H NMR spectroscopic and pattern recognition (PR)-based methods were used to investigate the biochemical variability in urine obtained from control rats and from rats treated with a hydrazine (a model hepatotoxin) or HgCl(2) (a model renal cortical toxin). The 600 MHz (1)H NMR spectra of urine samples obtained from vehicle- or toxin-treated Han-Wistar (HW) and Sprague-Dawley (SD) rats were acquired, and principal components analysis (PCA) and soft independent modeling of class analogy (SIMCA) analysis were used to investigate the (1)H NMR spectral data. Variation and strain differences in the biochemical composition of control urine samples were assessed. Control urine (1)H NMR spectra obtained from the two rat strains appeared visually similar. However, chemometric analysis of the control urine spectra indicated that HW rat urine contained relatively higher concentrations of lactate, acetate, and taurine and lower concentrations of hippurate than SD rat urine. Having established the extent of biochemical variation in the two populations of control rats, PCA was used to evaluate the metabolic effects of hydrazine and HgCl(2) toxicity. Urinary biomarkers of each class of toxicity were elucidated from the PC loadings and included organic acids, amino acids, and sugars in the case of mercury, while levels of taurine, beta-alanine, creatine, and 2-aminoadipate were elevated after hydrazine treatment. SIMCA analysis of the data was used to build predictive models (from a training set of 416 samples) for the classification of toxicity type and strain of rat, and the models were tested using an independent set of urine samples (n = 124). Using models constructed from the first three PCs, 98% of the test samples were correctly classified as originating from control, hydrazine-treated, or HgCl(2)-treated rats. Furthermore, this method was sensitive enough to predict the correct strain of the control samples for 79% of the data, based upon the class of best fit. Incorporation of these chemometric methods into automated NMR-based metabonomics analysis will enable on-line toxicological assessment of biofluids and will provide a tool for probing the mechanistic basis of organ toxicity.
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Affiliation(s)
- E Holmes
- Biological Chemistry, Biomedical Sciences Division, Imperial College of Science, Technology and Medicine, Sir Alexander Fleming Building, South Kensington, London SW7 2AZ, UK
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Haselden JN, Dodds PF, Hutson DH. The metabolism of the xenobiotic triacylglycerols, rac-1- and sn-2- (3-phenoxybenzoyl)-dipalmitoylglycerol, following intravenous administration to the rat. Biochem Pharmacol 1998; 56:1599-606. [PMID: 9973180 DOI: 10.1016/s0006-2952(98)00196-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The metabolism of 3-phenoxybenzoic acid (3PBA) in the form of triacylglycerol conjugates was compared with that of non-esterified 3PBA. Three radiolabeled triacylglycerols (rac-1-(3-phenoxy-[ring-14C]-benzoyl)-2,3-dipalmitoylglycerol (1(3PBA)DPG), sn-2-(3-phenoxy-[ring-14C]benzoyl)-1,3-dipalmitoylglycerol (2(3PBA)DPG) and the "natural" tri-[1-14C]oleoylglycerol) were incorporated into rat VLDL. Nonesterified 3PBA was prepared in rat serum albumin solution. Each preparation was administered i.v. to rats and serial blood samples were taken during the subsequent 6 hr. Urine and faeces were collected and tissue residues determined at 6 hr and 48 hr after administration. Biphasic elimination of 3PBA was observed with half-lives of 18 min and 2 hr. The triacylglycerols showed a rapid first phase and a longer second phase half-life: trioleoylglycerol 26 hr, 1(3PBA)DPG 7.6 hr and 2(3PBA)DPG 17.3 hr. The majority (63-76%) of 3PBA (whether esterified or not) was eliminated within 24 hr in urine, which contained similar profiles of metabolites. The triacylglycerols gave rise to higher tissue residues than did non-esterified 3PBA, particularly in adipose tissue which alone was not significantly depleted of radioactivity between 6 and 48 hr. The results accord with the rapid association of the VLDL-(3PBA)DPG complexes with lipoprotein lipase of the capillary epithelium, followed by hydrolysis to 3PBA, metabolism and elimination but with a proportion being redistributed into adipose tissue, re-esterified and then eliminated relatively slowly.
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Affiliation(s)
- J N Haselden
- Department of Biological Sciences, Wye College, University of London, Ashford, Kent, UK
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Haselden JN, Hutson DH, Dodds PF. The metabolism of 3-phenoxybenzoic acid-containing xenobiotic triacylglycerols in vitro by pancreatic, hormone-sensitive and lipoprotein lipases. Biochem Pharmacol 1998; 56:1591-8. [PMID: 9973179 DOI: 10.1016/s0006-2952(98)00195-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Two model substrates, rac-1-(3-phenoxy-[ring-14C]benzoyl)-2,3-dipalmitoyl glycerol (1(3PBA)DPG) and sn-2-(3-phenoxy-[ring-14C]benzoyl)-1,3-dipalmitoyl glycerol (2(3PBA)DPG), were compared with tri[1-14C]palmitoylglycerol or tri[9,10(n)-3H]oleoylglycerol as substrates for pancreatic lipase, lipoprotein lipase, and hormone-sensitive lipase. The loss of 3PBA from the sn-2 position was always low because of the positional specificity of the lipases. The loss of 3PBA from the rac-1 position was similarly low with hormone-sensitive lipase (about 7% of the loss of oleate), but higher with pancreatic lipase (about 35% that of oleate) and lipoprotein lipase (about 23% that of oleate). With one exception, more than 50% and up to 80% of the 14C-3PBA was still in the form of a diacylglycerol after incubation with a lipase, whereas free acid or monoacylglycerol forms would have been expected. Lipoprotein lipase acting on 1-(14C-3PBA)DPG produced nearly 70% of its product as nonesterified 3PBA and only 25% as the diacylglycerol. The results suggest that 3PBA-containing xenobiotic triacylglycerols, and the 3PBA-glycerol ester bond in particular, are poorer substrates for lipases than are their natural counterparts, with the result that high proportions of partially digested xenobiotic acylglycerols are produced. The three lipases performed differently with the xenobiotic substrates; this could have consequences for the relative rates of storage and clearance of the xenobiotic triacylglycerols from the body.
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Affiliation(s)
- J N Haselden
- Department of Biological Sciences, University of London, Wye College, Ashford, Kent, UK
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Turton JA, Willars GB, Haselden JN, Ward SJ, Steele CE, Hicks RM. Comparative teratogenicity of nine retinoids in the rat. Int J Exp Pathol 1992; 73:551-63. [PMID: 1419774 PMCID: PMC2002014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
he comparative teratogenicity of nine retinoids in Wistar rats was investigated. The compounds studied and dose levels tested (mg/kg) were: all-trans-retinoic acid (TRA), 6.25, 12.5, 25, 50, 100; etretinate (ETR), 25, 50; acitretin (ACIT), 25, 50; 13-cis-retinoic acid (13CRA), 100, 200; and five retinamides, each at 300 and 600 mg/kg, N-(4-hydroxyphenyl)-retinamide (4HPR); N-tetrazol-5-ylretinamide (TZR); N-butylretinamide (NBR); N-ethylretinamide (NER); 13-cis-N-ethylretinamide (13CNER). Retinoids were administered by oral intubation on days 10 and 11 post coitum (p.c.). Dams were killed on day 22 p.c. and examinations carried out to assess teratogenic potential. TRA, ETR, ACIT, 13CRA and 4HPR increased the incidence of resorptions. The incidence of abnormal fetuses, irrespective of the specific abnormalities induced, was markedly increased (50-100%) by TRA, ETR, ACIT, 13CRA and 4HPR, whereas TZR and NBR caused moderate increases (20-50%), and NER and 13CNER induced mild increases (10-20%). The incidences of CNS, craniofacial and urinogenital defects were generally high with TRA, ETR, ACIT and 13CRA. Cardiac vessel defects were markedly increased by 4HPR. Using a number of criteria, a generalized ranking order of the toxicity of the compounds was drawn up: TRA > ETR > ACIT > 13CRA > 4HPR > TZR identical to NBR > NER identical to 13CNER. The ranked order of relative in-vivo teratogenicity for the nine retinoids is compared with a previously reported in-vitro assessment of the compounds using a rat whole embryo culture technique.
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Affiliation(s)
- J A Turton
- Department of Pharmacology, School of Pharmacy, (University of London), UK
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