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Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease
BACKGROUND: Chronic hepatopathies present a diagnostic challenge, with different diseases being associated with similar clinical and laboratory findings. Characterization of dogs with chronic hepatopathies can be difficult and require costly diagnostic procedures such as acquisition of a liver biops...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6524095/ https://www.ncbi.nlm.nih.gov/pubmed/30891842 http://dx.doi.org/10.1111/jvim.15479 |
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author | Lawrence, Yuri A. Bishop, Micah A. Honneffer, Julia B. Cook, Audrey K. Rodrigues‐Hoffmann, Aline Steiner, Jörg M. Suchodolski, Jan S. Lidbury, Jonathan A. |
author_facet | Lawrence, Yuri A. Bishop, Micah A. Honneffer, Julia B. Cook, Audrey K. Rodrigues‐Hoffmann, Aline Steiner, Jörg M. Suchodolski, Jan S. Lidbury, Jonathan A. |
author_sort | Lawrence, Yuri A. |
collection | PubMed |
description | BACKGROUND: Chronic hepatopathies present a diagnostic challenge, with different diseases being associated with similar clinical and laboratory findings. Characterization of dogs with chronic hepatopathies can be difficult and require costly diagnostic procedures such as acquisition of a liver biopsy specimen. Noninvasive and inexpensive biomarkers that reliably characterize chronic hepatopathies such as chronic hepatitis or a congenital portosystemic vascular anomaly may decrease the need for costly or invasive diagnostic testing and guide novel therapeutic interventions. OBJECTIVE: To investigate differences in the serum metabolome among healthy dogs, dogs with congenital portosystemic shunts, and dogs with chronic hepatitis. ANIMALS: Stored serum samples from 12 healthy dogs, 10 dogs with congenital portosystemic shunts, and 6 dogs with chronic hepatitis were analyzed. METHODS: The serum metabolome was analyzed with an untargeted metabolomics approach using gas chromatography–quadrupole time of flight mass spectrometry. RESULTS: Principal component analysis and heat dendrogram plots of the metabolomics data showed clustering among individuals in each group. Random forest analysis showed differences in the abundance of various metabolites including increased aromatic amino acids and xylitol in dogs with congenital portosystemic shunts. Based on the univariate statistics, 50 metabolites were significantly different among groups. CONCLUSIONS AND CLINICAL IMPORTANCE: The serum metabolome varies among healthy dogs, dogs with congenital portosystemic shunts, and dogs with chronic hepatitis. Statistical analysis identified several metabolites that differentiated healthy dogs from dogs with vascular or parenchymal liver disease. Further targeted assessment of these metabolites is needed to confirm their diagnostic reliability. |
format | Online Article Text |
id | pubmed-6524095 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65240952019-05-24 Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease Lawrence, Yuri A. Bishop, Micah A. Honneffer, Julia B. Cook, Audrey K. Rodrigues‐Hoffmann, Aline Steiner, Jörg M. Suchodolski, Jan S. Lidbury, Jonathan A. J Vet Intern Med SMALL ANIMAL BACKGROUND: Chronic hepatopathies present a diagnostic challenge, with different diseases being associated with similar clinical and laboratory findings. Characterization of dogs with chronic hepatopathies can be difficult and require costly diagnostic procedures such as acquisition of a liver biopsy specimen. Noninvasive and inexpensive biomarkers that reliably characterize chronic hepatopathies such as chronic hepatitis or a congenital portosystemic vascular anomaly may decrease the need for costly or invasive diagnostic testing and guide novel therapeutic interventions. OBJECTIVE: To investigate differences in the serum metabolome among healthy dogs, dogs with congenital portosystemic shunts, and dogs with chronic hepatitis. ANIMALS: Stored serum samples from 12 healthy dogs, 10 dogs with congenital portosystemic shunts, and 6 dogs with chronic hepatitis were analyzed. METHODS: The serum metabolome was analyzed with an untargeted metabolomics approach using gas chromatography–quadrupole time of flight mass spectrometry. RESULTS: Principal component analysis and heat dendrogram plots of the metabolomics data showed clustering among individuals in each group. Random forest analysis showed differences in the abundance of various metabolites including increased aromatic amino acids and xylitol in dogs with congenital portosystemic shunts. Based on the univariate statistics, 50 metabolites were significantly different among groups. CONCLUSIONS AND CLINICAL IMPORTANCE: The serum metabolome varies among healthy dogs, dogs with congenital portosystemic shunts, and dogs with chronic hepatitis. Statistical analysis identified several metabolites that differentiated healthy dogs from dogs with vascular or parenchymal liver disease. Further targeted assessment of these metabolites is needed to confirm their diagnostic reliability. John Wiley & Sons, Inc. 2019-03-20 2019 /pmc/articles/PMC6524095/ /pubmed/30891842 http://dx.doi.org/10.1111/jvim.15479 Text en © 2019 The Authors. Journal of Veterinary Internal Medicine published by Wiley Periodicals, Inc. on behalf of the American College of Veterinary Internal Medicine. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | SMALL ANIMAL Lawrence, Yuri A. Bishop, Micah A. Honneffer, Julia B. Cook, Audrey K. Rodrigues‐Hoffmann, Aline Steiner, Jörg M. Suchodolski, Jan S. Lidbury, Jonathan A. Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease |
title | Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease |
title_full | Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease |
title_fullStr | Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease |
title_full_unstemmed | Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease |
title_short | Untargeted metabolomic profiling of serum from dogs with chronic hepatic disease |
title_sort | untargeted metabolomic profiling of serum from dogs with chronic hepatic disease |
topic | SMALL ANIMAL |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6524095/ https://www.ncbi.nlm.nih.gov/pubmed/30891842 http://dx.doi.org/10.1111/jvim.15479 |
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