Biomarkers for fatty liver disease and methods using the same
View Patent ↗The present invention provides various biomarkers of fatty liver disease, including steatosis and steatohepatitis. The present invention also provides various methods of using the biomarkers, including methods for diagnosis of fatty liver disease, methods of determining predisposition to fatty liver disease, methods of monitoring progression/regression of fatty liver disease, methods of assessing efficacy of compositions for treating fatty liver disease, methods of screening compositions for activity in modulating biomarkers of fatty liver disease, methods of treating fatty liver disease, as well as other methods based on biomarkers of fatty liver disease.
1. A method of determining the presence, absence or level(s) of one or more metabolites in a sample from a subject, the method comprising
a) extracting small molecules from a blood or blood plasma sample obtained from the subject to produce an analytical sample; and
b) performing liquid chromatography-mass spectrometry on the analytical sample to determine a level of cysteine-glutathione disulfide and one or more additional metabolites in the sample, wherein the one or more additional metabolites are selected from the group consisting of kynurenine, glutamyl valine, gamma glutamylphenylalanine, gamma glutamylleucine, 2 amino butyrate, 3-4-5-trimethoxy-cinnamic acid, 3-carboxyl-4-methyl-5-propyl-2-furanpropanoic acid, 3-methyl-2-oxobutyrate, alpha-ketoglutarate, bradykinin, erythritol, gamma tocopherol, gluconate, glycerate, histidine, isocitrate, lysine, mannose, N-acetylglycine, nicotinamide, phenylacetate, p-hydroxyphenyllactate, pyruvate, quinate, serine, threonate, threonine, thyroxine, trans-4-hydroxyproline, urate, uridine, urocanate, xanthine, and combinations thereof.
2. A method of determining the presence, absence or level(s) of one or more metabolites in a sample from a subject, the method comprising
a) extracting small molecules from a blood or blood plasma sample obtained from the subject to produce an analytical sample;
b) performing liquid chromatography-mass spectrometry on the analytical sample to determine a level of cysteine-glutathione disulfide and one or more additional metabolites in the sample, wherein the one or more additional metabolites are selected from the group consisting of kynurenine, glutamyl valine, gamma glutamylphenylalanine, gamma glutamylleucine, 2-amino butyrate, 3-4-5-trimethoxy-cinnamic acid, 3-carboxyl-4-methyl-5-propyl-2-furanpropanoic acid, 3-methyl-2-oxobutyrate, alpha-ketoglutarate, bradykinin, erythritol, gamma tocopherol, gluconate, glycerate, histidine, isocitrate, lysine, mannose, N-acetylglycine, nicotinamide, phenylacetate, p-hydroxyphenyllactate, pyruvate, quinate, serine, threonate, threonine, thyroxine, trans-4-hydroxyproline, urate, uridine, urocanate, xanthine, and combinations thereof; and
c) classifying the subject as either having or not having non-alcoholic steatohepatitis with at least 80% accuracy based on the level of cysteine-glutathione disulfide and the one or more additional metabolites.