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A capillary electrophoresis coupled to mass spectrometry pipeline for long term comparable assessment of the urinary metabolome
- Source :
- Scientific Reports
- Publication Year :
- 2016
-
Abstract
- Although capillary electrophoresis coupled to mass spectrometry (CE-MS) has potential application in the field of metabolite profiling, very few studies actually used CE-MS to identify clinically useful body fluid metabolites. Here we present an optimized CE-MS setup and analysis pipeline to reproducibly explore the metabolite content of urine. We show that the use of a beveled tip capillary improves the sensitivity of detection over a flat tip. We also present a novel normalization procedure based on the use of endogenous stable urinary metabolites identified in the combined metabolome of 75 different urine samples from healthy and diseased individuals. This method allows a highly reproducible comparison of the same sample analyzed nearly 130 times over a range of 4 years. To demonstrate the use of this pipeline in clinical research we compared the urinary metabolome of 34 newborns with ureteropelvic junction (UPJ) obstruction and 15 healthy newborns. We identified 32 features with differential urinary abundance. Combination of the 32 compounds in a SVM classifier predicted with 76% sensitivity and 86% specificity UPJ obstruction in a separate validation cohort of 24 individuals. Thus, this study demonstrates the feasibility to use CE-MS as a tool for the identification of clinically relevant urinary metabolites.
- Subjects :
- 0301 basic medicine
Adult
Male
Metabolite
Urinary system
Ureteropelvic junction
Urine
Mass spectrometry
Mass Spectrometry
Article
03 medical and health sciences
chemistry.chemical_compound
Capillary electrophoresis
Metabolomics
Metabolome
medicine
Humans
Multidisciplinary
Chromatography
Electrophoresis, Capillary
Middle Aged
6. Clean water
030104 developmental biology
medicine.anatomical_structure
chemistry
Female
Ureteral Obstruction
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- Scientific reports
- Accession number :
- edsair.doi.dedup.....919eee7ef4073fefffea35bcf565f99a