Metabonomics screening of serum identifies pyroglutamate as a diagnostic biomarker for nonalcoholic steatohepatitis
A key step in managing non-alcoholic fatty liver disease (NAFLD) is to differentiate nonalcoholic steatohepatitis (NASH) from simple steatosis (SS). Serum samples were collected from three groups: NASH patients (N=21), SS patients (N=38) and healthy controls (N=31). High performance liquid chromatog...
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Published in | Clinica chimica acta Vol. 473; pp. 89 - 95 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
Elsevier B.V
01.10.2017
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Subjects | |
Online Access | Get full text |
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Summary: | A key step in managing non-alcoholic fatty liver disease (NAFLD) is to differentiate nonalcoholic steatohepatitis (NASH) from simple steatosis (SS).
Serum samples were collected from three groups: NASH patients (N=21), SS patients (N=38) and healthy controls (N=31). High performance liquid chromatography-mass spectrometry (HPLC-MS) was used to analyse the metabolic profile of the serum samples. The acquired data were processed by multivariate principal component analysis (PCA) and orthogonal partial least-squares-discriminant analysis (OPLS-DA) to identify novel metabolites. The potential biomarkers were quantitatively determined and their diagnostic power was further validated.
A total of 56 metabolites were capable of distinguishing NASH from SS samples based on the OPLS-DA model. Pyroglutamate was found to be the most promising factor in distinguishing the NASH from SS groups. With an optimal cut-off value of 4.82mmol/L, the sensitivity and specificity of the diagnosis of NASH were 72% and 85%, respectively. The area under the receiver operating characteristic (AUROC) of the pyroglutamate levels of NASH versus SS patients was more than those of tumor necrosis factor-α, adiponectin and interleukin-8.
These data suggest that pyroglutamate may be a new and useful biomarker for the diagnosis of NASH.
•HPLC-MS was used to analyse the metabolic profile of the serum samples from patients with NASH.•Uracil, α-linolenic acid, glutamate, l-glutamine and pyroglutamate, were identified as prominent factors for NASH.•Pyroglutamate distinguished the NASH from SS groups with the sensitivity and specificity 72% and 85%, respectively.•The potential diagnostic power of pyroglutamate was superior to factor-α (TNF-α), adiponectin and interleukin-8 (IL-8). |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0009-8981 1873-3492 |
DOI: | 10.1016/j.cca.2017.08.022 |