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Application of nuclear magnetic resonance spectroscopy for the detection of metabolic disorders in patients with moderate kidney insufficiency.
- Source :
-
Journal of pharmaceutical and biomedical analysis [J Pharm Biomed Anal] 2018 Feb 05; Vol. 149, pp. 1-8. Date of Electronic Publication: 2017 Oct 31. - Publication Year :
- 2018
-
Abstract
- Chronic kidney disease (CKD) is one of the major problems of modern medicine and a huge socioeconomic burden. Thorough knowledge of metabolic alterations associated with this condition is vital to prevent its progression. However, still little is known about metabolic disorders associated with CKD. In this study, we used <superscript>1</superscript> H NMR spectroscopy and multivariate analysis to identify alterations in serum metabolites of patients with various stages of CKD. <superscript>1</superscript> H NMR spectroscopy followed by multivariate analysis showed that CKD patients differed from the controls in terms of 15 endogenous metabolites, and MetPA analysis demonstrated significant intergroup differences in 5 potential target pathways and 14 metabolites. Owing a good performance of discriminant models, these findings suggest that CKD patients and healthy controls differ in terms of their metabolic fingerprints. In turn, the results of MetPA analysis imply that CKD and its progression exert an effect on selected metabolic pathways. This study provided a better insight into metabolic alterations associated with CKD, and identified some target pathways that can be potentially modified to slow down the progression of this serious and debilitating disease.<br /> (Copyright © 2017 Elsevier B.V. All rights reserved.)
- Subjects :
- Aged
Disease Progression
Female
Glomerular Filtration Rate
Humans
Male
Metabolic Diseases blood
Metabolome
Middle Aged
Multivariate Analysis
Principal Component Analysis
Renal Insufficiency, Chronic blood
Metabolic Diseases metabolism
Metabolic Networks and Pathways
Metabolomics methods
Proton Magnetic Resonance Spectroscopy methods
Renal Insufficiency, Chronic metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1873-264X
- Volume :
- 149
- Database :
- MEDLINE
- Journal :
- Journal of pharmaceutical and biomedical analysis
- Publication Type :
- Academic Journal
- Accession number :
- 29100025
- Full Text :
- https://doi.org/10.1016/j.jpba.2017.10.037