Hepatopathies can cause major metabolic abnormalities in humans and animals. This study examined differences in serum metabolomic parameters and patterns in left-over serum samples from dogs with either congenital portosystemic shunts (cPSS, n = 24) or high serum liver enzyme activities (HLEA, n = 25) compared to control dogs (n = 64). A validated targeted proton nuclear magnetic resonance spectroscopy platform was used to assess 123 parameters. Principal component analysis of the serum metabolome demonstrated distinct clustering among individuals in each group, with the cluster of HLEA being broader compared to the other groups, presumably due to the wider spectrum of hepatic diseases represented in these samples. While younger and older adult control dogs had very similar metabolomic patterns and clusters, there were changes in many metabolites in the hepatopathy groups. Higher phenylalanine and tyrosine concentrations, lower branched-chained amino acids (BCAAs) concentrations, and altered fatty acid parameters were seen in cPSS dogs compared to controls. In contrast, dogs with HLEA had increased concentrations of BCAAs, phenylalanine, and various lipoproteins. Machine learning based solely on the metabolomics data showed excellent group classification, potentially identifying a novel tool to differentiate hepatopathies. The observed changes in metabolic parameters could provide invaluable insight into the pathophysiology, diagnosis, and prognosis of hepatopathies.
机构:
PetMeta Labs Oy, Helsinki 00300, Finland
Univ Helsinki, Helsinki 00250, Finland
Folkhalsan Res Ctr, Helsinki 00250, FinlandUniv Zurich, Vetsuisse Fac, CH-8057 Zurich, Switzerland
Ottka, Claudia
Weber, Corinna
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Laboklin GmbH & Co KG, D-97688 Bad Kissingen, GermanyUniv Zurich, Vetsuisse Fac, CH-8057 Zurich, Switzerland
机构:
Pet Meta Labs Oy, Helsinki 00300, Finland
Univ Helsinki, Dept Vet Biosci, Helsinki 00100, Finland
Univ Helsinki, Dept Med & Clin Genet, Helsinki 00100, Finland
Folkhalsan Res Ctr, Helsinki 00250, FinlandUniv Zurich, Vetsuisse Fac, CH-8057 Zurich, Switzerland
机构:
Pet Meta Labs Oy, Helsinki 00300, Finland
Univ Helsinki, Dept Vet Biosci, Helsinki 00100, Finland
Univ Helsinki, Dept Med & Clin Genet, Helsinki 00100, Finland
Folkhalsan Res Ctr, Helsinki 00250, FinlandUniv Zurich, Vetsuisse Fac, CH-8057 Zurich, Switzerland
机构:
Univ Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Univ Edinburgh, Roslin Inst, Easter Bush Campus, Edinburgh, Midlothian, ScotlandUniv Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Walker, Hannah K.
Boag, Alisdair M.
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Univ Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Univ Edinburgh, Roslin Inst, Easter Bush Campus, Edinburgh, Midlothian, ScotlandUniv Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Boag, Alisdair M.
Ottka, Claudia
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机构:
PetBiomics Ltd, Helsinki, Finland
Univ Helsinki, Dept Vet Biosci, Helsinki, Finland
Univ Helsinki, Dept Med & Clin Genet, Helsinki, Finland
Folkhalsan Res Ctr, Helsinki, FinlandUniv Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Ottka, Claudia
Lohi, Hannes
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PetBiomics Ltd, Helsinki, Finland
Univ Helsinki, Dept Vet Biosci, Helsinki, Finland
Univ Helsinki, Dept Med & Clin Genet, Helsinki, Finland
Folkhalsan Res Ctr, Helsinki, FinlandUniv Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Lohi, Hannes
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Handel, Ian
Gow, Adam G.
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Univ Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Univ Edinburgh, Roslin Inst, Easter Bush Campus, Edinburgh, Midlothian, ScotlandUniv Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Gow, Adam G.
Mellanby, Richard J.
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Univ Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
Univ Edinburgh, Roslin Inst, Easter Bush Campus, Edinburgh, Midlothian, ScotlandUniv Edinburgh, Royal Dick Sch Vet Studies, Easter Bush Campus, Edinburgh EH25 9RG, Midlothian, Scotland
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Univ Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, CroatiaUniv Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, Croatia
Munoz-Prieto, Alberto
Guillermo Gonzalez-Arostegui, Luis
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Univ Murcia, Interlab UMU, Interdisciplinary Lab Clin Anal, Reg Campus Int Excellence Campus Mare Nostrum, Murcia 30100, SpainUniv Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, Croatia
Guillermo Gonzalez-Arostegui, Luis
Joaquin Ceron, Jose
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Univ Murcia, Interlab UMU, Interdisciplinary Lab Clin Anal, Reg Campus Int Excellence Campus Mare Nostrum, Murcia 30100, SpainUniv Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, Croatia
Joaquin Ceron, Jose
Tvarijonaviciute, Asta
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Univ Murcia, Interlab UMU, Interdisciplinary Lab Clin Anal, Reg Campus Int Excellence Campus Mare Nostrum, Murcia 30100, SpainUniv Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, Croatia
Tvarijonaviciute, Asta
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Mrljak, Vladimir
Rubic, Ivana
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Univ Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, CroatiaUniv Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, Croatia
Rubic, Ivana
Horvatic, Anita
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Univ Zagreb, Fac Food Technol & Biotechnol, Dept Chem & Biochem, Pierottijeva 6, Zagreb 10000, CroatiaUniv Zagreb, Fac Vet Med, Clin Internal Dis, Heinzelova 55, Zagreb 10000, Croatia
机构:
COLORADO STATE UNIV, COLL VET MED & BIOMED SCI, DEPT CLIN SCI, FT COLLINS, CO 80523 USACOLORADO STATE UNIV, COLL VET MED & BIOMED SCI, DEPT CLIN SCI, FT COLLINS, CO 80523 USA
ROLFE, DS
TWEDT, DC
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COLORADO STATE UNIV, COLL VET MED & BIOMED SCI, DEPT CLIN SCI, FT COLLINS, CO 80523 USACOLORADO STATE UNIV, COLL VET MED & BIOMED SCI, DEPT CLIN SCI, FT COLLINS, CO 80523 USA