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In this paper, a new strategy for processing GC/MS based metabolic profiling data via multivariate methods was proposed, which is applied to a small pilot study of impaired fasting glucose. The data obtained from plasma samples of impaired fasting glucose patients and healthy controls were first treated by principal component analysis and partial least squares-discriminant analysis to explore the...
Gas chromatography–mass spectrometry based metabolic profiling was used to characterize metabolic profiles in type 2 diabetes mellitus. We found distinct differences between type 2 diabetic patients and healthy controls, type 2 diabetic patients before and after treatment of the plasma metabolic profiles. Furthermore, levels of lactate, α-hydroxyisobutyric acid, phosphate, 1-monopalmitin and 1-monostearin...
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