Metabolomics as a diagnostic tool for hepatology: validation in a naturally occurring canine model

Human hepatopathies are a diagnostic challenge, with many distinct diseases having similar clinical signs and laboratory findings. Naturally occurring canine hepatic disease provides an excellent model for human diseases and similar diagnostic dilemmas exist; differentiating canine congenital portosystemic vascular anomalies (PVA) from acquired hepatopathies is difficult and traditionally requires invasive diagnostic procedures. The emerging post-genomic science of metabolomics is concerned with detecting global changes of populations of endogenous low molecular weight metabolites in biological samples and offers the possibility of identifying surrogate profiles of disease. Metabolomics couples sensitive metabolite analysis with sophisticated pattern recognition techniques. In this study, a metabolomic strategy has been employed to assess metabolite changes in the plasma of dogs with congenital PVA and acquired hepatic disease. Plasma samples were collected from 25 dogs, comprising 9 dogs with congenital PVA, 6 with acquired hepatopathy and 10 with non-hepatic disorders. Low molecular weight metabolites were analyzed by liquid chromatography-mass spectrometry (LC-MS). Following identification of metabolites, multivariate data analysis was used to compare profiles amongst groups. The analysis demonstrated significant disturbances in the plasma bile acid and phospholipid profiles of dogs with portovascular anomalies. In contrast to traditional laboratory parameters, the metabolomic strategy was able to produce a clear segregation between all three study groups. In conclusion, this study demonstrates the potential of metabolomics as a diagnostic tool for naturally occurring hepatic disease. With further validation, this approach will improve diagnostic capabilities, provide an insight into pathogenetic mechanisms, and ultimately inform therapeutic decision making in clinical hepatology.

[1]  J. Lindon,et al.  Metabonomics: a platform for studying drug toxicity and gene function , 2002, Nature Reviews Drug Discovery.

[2]  Ian D Wilson,et al.  HPLC-MS-based methods for the study of metabonomics. , 2005, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[3]  C. Bode,et al.  Effect of ammonia on plasma and cerebrospinal fluid amino acids in dogs with and without portacaval anastomoses , 1985, Research in experimental medicine. Zeitschrift fur die gesamte experimentelle Medizin einschliesslich experimenteller Chirurgie.

[4]  I. Wilson,et al.  Understanding 'Global' Systems Biology: Metabonomics and the Continuum of Metabolism , 2003, Nature Reviews Drug Discovery.

[5]  Julian L. Griffin,et al.  Metabolic profiles of cancer cells , 2004, Nature Reviews Cancer.

[6]  Ute Roessner,et al.  Metabolic Profiling Allows Comprehensive Phenotyping of Genetically or Environmentally Modified Plant Systems , 2001, Plant Cell.

[7]  Henrik Antti,et al.  Rapid and noninvasive diagnosis of the presence and severity of coronary heart disease using 1H-NMR-based metabonomics , 2003, Nature Medicine.

[8]  M. Tanner,et al.  Metabonomic investigations in mice infected with Schistosoma mansoni: an approach for biomarker identification. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[9]  P. Kamath,et al.  Transjugular intrahepatic portosystemic shunts: an update , 2003, Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society.

[10]  Jan van der Greef,et al.  Identification of disease- and nutrient-related metabolic fingerprints in osteoarthritic Guinea pigs. , 2003, The Journal of nutrition.

[11]  Qing Yang,et al.  Diagnosis of liver cancer using HPLC-based metabonomics avoiding false-positive result from hepatitis and hepatocirrhosis diseases. , 2004, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[12]  J. Haselden,et al.  Use of liquid chromatography/time-of-flight mass spectrometry and multivariate statistical analysis shows promise for the detection of drug metabolites in biological fluids. , 2003, Rapid communications in mass spectrometry : RCM.

[13]  I. Wilson,et al.  A metabonomic investigation of the biochemical effects of mercuric chloride in the rat using 1H NMR and HPLC-TOF/MS: time dependent changes in the urinary profile of endogenous metabolites as a result of nephrotoxicity. , 2004, The Analyst.

[14]  I. Wilson,et al.  Cyclosporin A-induced changes in endogenous metabolites in rat urine: a metabonomic investigation using high field 1H NMR spectroscopy, HPLC-TOF/MS and chemometrics. , 2004, Journal of pharmaceutical and biomedical analysis.

[15]  T. Badger,et al.  LC-MS/MS analysis of lysophospholipids associated with soy protein isolate. , 2003, Journal of agricultural and food chemistry.

[16]  J Bruce German,et al.  Genomics and metabolomics as markers for the interaction of diet and health: lessons from lipids. , 2003, The Journal of nutrition.

[17]  Julian L Griffin,et al.  Metabonomics: NMR spectroscopy and pattern recognition analysis of body fluids and tissues for characterisation of xenobiotic toxicity and disease diagnosis. , 2003, Current opinion in chemical biology.

[18]  M. Morris,et al.  Screening of newborn infants for cholestatic hepatobiliary disease with tandem mass spectrometry , 1999, BMJ.

[19]  W. Lehmann,et al.  Characterization and quantification of rat bile phosphatidylcholine by electrospray-tandem mass spectrometry. , 1997, Analytical biochemistry.

[20]  D. Kell,et al.  A functional genomics strategy that uses metabolome data to reveal the phenotype of silent mutations , 2001, Nature Biotechnology.

[21]  A. Watanabe,et al.  Portal‐systemic encephalopathy in non‐cirrhotic patients: Classification of clinical types, diagnosis and treatment , 2000, Journal of gastroenterology and hepatology.

[22]  K. Mills,et al.  A Method for the Quantitation of Conjugated Bile Acids in Dried Blood Spots Using Electrospray Ionization-Mass Spectrometry , 1998, Pediatric Research.

[23]  D. Williams,et al.  Strombeck's Small animal gastroenterology , 1996 .

[24]  W. Dunn,et al.  Measuring the metabolome: current analytical technologies. , 2005, The Analyst.

[25]  Henrik Antti,et al.  Contemporary issues in toxicology the role of metabonomics in toxicology and its evaluation by the COMET project. , 2003, Toxicology and applied pharmacology.

[26]  D. Kell,et al.  High-throughput classification of yeast mutants for functional genomics using metabolic footprinting , 2003, Nature Biotechnology.

[27]  J. Nicholson,et al.  NMR and pattern recognition studies on liver extracts and intact livers from rats treated with alpha-naphthylisothiocyanate. , 2002, Biochemical pharmacology.