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Liver tissue metabolic profiling and pathways of non‐alcoholic steatohepatitis in rats
Aim The mechanisms of non‐alcoholic steatohepatitis (NASH) in hepatocytes are unknown. Our aim is to study the tissue metabolic profiling and pathways of NASH. Methods We built rat models for simple steatosis and NASH and analyzed the liver extract using a liquid chromatograph–mass spectrometer. The...
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Published in: | Hepatology research 2017-12, Vol.47 (13), p.1484-1493 |
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Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | Aim
The mechanisms of non‐alcoholic steatohepatitis (NASH) in hepatocytes are unknown. Our aim is to study the tissue metabolic profiling and pathways of NASH.
Methods
We built rat models for simple steatosis and NASH and analyzed the liver extract using a liquid chromatograph–mass spectrometer. The acquired data were processed by multivariate principal component analysis and partial least squares discriminant analysis (PLS‐DA) to obtain metabolic profiling. Orthogonal projections to latent structures DA was used to obtain metabolites capable of distinguishing NASH and steatosis. The total differences in the metabolites between groups were analyzed to determine their metabolic pathways.
Results
Principal component analysis showed that the metabolic profiles of NASH and steatosis are different. The PLS‐DA modeling revealed a clear separation between two groups with parameters R2Y and Q2Y all greater than 0.7. The orthogonal projections to latent structures DA model identified 171 metabolites capable of distinguishing NASH from steatosis. The identified metabolites are involved in fatty acid metabolism, tryptophan metabolism, the urea cycle, and the citric acid cycle in hepatocytes.
Conclusions
These metabolic profiles and pathways in rat hepatocytes will offer useful information when studying metabolic disorders in patients with NASH. |
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ISSN: | 1386-6346 1872-034X |
DOI: | 10.1111/hepr.12876 |