Abstract |
Clinical manifestations of Niemann-Pick type C1 (NP-C1) disease include neonatal hepatosplenomegaly and in some patients progressive liver dysfunction and failure. This study involved a 1H NMR-linked metabolomics analysis of liver samples collected from a NP-C1 disease mutant mouse model in order to explore time-dependent imbalances in metabolic pathways associated with NP-C1 liver dysfunction, including fibrosis. NP-C1 mutant (Npc1-/-; NP-C1), control (Npc1+/+; WT), and NP-C1 heterozygous mice (Npc1+/-; HET) were generated from heterozygote matings. Aqueous extracts of these liver samples collected at time points of 3, 6, 9, and 11 weeks were subjected to high-resolution NMR analysis, and multivariate (MV) metabolomics analyses of data sets acquired were performed. A MV random forests (RFs) model effectively discriminated between NP-C1 and a combined WT/HET hepatic NMR profiles with very high predictive accuracy and reliability. Key distinguishing features included significant upregulations in the hepatic concentrations of phenylalanine, tyrosine, glutamate, lysine/ ornithine, valine, threonine, and hypotaurine/ methionine, and diminished levels of nicotinate/ niacinamide, inosine, phosphoenolpyruvate, and 3-hydroxyphenylacetate. Quantitative pathway topological analysis confirmed that imbalances in tyrosine biosynthesis, and hepatic phenylalanine, tyrosine, glutamate/ glutamine, and nicotinate/ niacinamide metabolism were involved in the pathogenesis of NP-C1 disease-associated liver dysfunction/damage. 1H NMR-linked metabolomics analysis provides valuable biomarker information regarding hepatic dysfunction or damage in NP-C1 disease.
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Authors | Victor Ruiz-Rodado, Elena-Raluca Nicoli, Fay Probert, David A Smith, Lauren Morris, Christopher A Wassif, Frances M Platt, Martin Grootveld |
Journal | Journal of proteome research
(J Proteome Res)
Vol. 15
Issue 10
Pg. 3511-3527
(10 07 2016)
ISSN: 1535-3907 [Electronic] United States |
PMID | 27503774
(Publication Type: Journal Article, Research Support, Non-U.S. Gov't)
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Chemical References |
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Topics |
- Animals
- Biomarkers
- Disease Models, Animal
- Liver
(metabolism)
- Liver Diseases
- Magnetic Resonance Spectroscopy
- Metabolic Networks and Pathways
- Metabolomics
- Mice
- Niemann-Pick Disease, Type C
(metabolism)
- Time Factors
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