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Proof of concept for quantitative urine NMR metabolomics pipeline for large-scale epidemiology and genetics
- Source :
- International Journal of Epidemiology, Tynkkynen, T, Wang, Q, Ekholm, J, Anufrieva, O, Ohukainen, P, Vepsäläinen, J, Männikkö, M, Keinänen-Kiukaanniemi, S, Holmes, M V, Goodwin, M, Ring, S, Chambers, J C, Kooner, J, Järvelin, M-R, Kettunen, J, Hill, M, Davey Smith, G & Ala-Korpela, M 2019, ' Proof of concept for quantitative urine NMR metabolomics pipeline for large-scale epidemiology and genetics ', International Journal of Epidemiology, vol. 48, no. 3, pp. 978-993 . https://doi.org/10.1093/ije/dyy287, https://doi.org/10.1093/ije/dyy287
- Publication Year :
- 2019
- Publisher :
- Oxford University Press, 2019.
-
Abstract
- Background Quantitative molecular data from urine are rare in epidemiology and genetics. NMR spectroscopy could provide these data in high throughput, and it has already been applied in epidemiological settings to analyse urine samples. However, quantitative protocols for large-scale applications are not available. Methods We describe in detail how to prepare urine samples and perform NMR experiments to obtain quantitative metabolic information. Semi-automated quantitative line shape fitting analyses were set up for 43 metabolites and applied to data from various analytical test samples and from 1004 individuals from a population-based epidemiological cohort. Novel analyses on how urine metabolites associate with quantitative serum NMR metabolomics data (61 metabolic measures; n = 995) were performed. In addition, confirmatory genome-wide analyses of urine metabolites were conducted (n = 578). The fully automated quantitative regression-based spectral analysis is demonstrated for creatinine and glucose (n = 4548). Results Intra-assay metabolite variations were mostly Conclusion Quantitative urine metabolomics data suggest broad novelty for systems epidemiology. A roadmap for an open access methodology is provided.
- Subjects :
- 0301 basic medicine
medicine.medical_specialty
Magnetic Resonance Spectroscopy
genome-wide analyses
Epidemiology
multicentre
Metabolite
Population
Urine
030204 cardiovascular system & hematology
Biology
Proof of Concept Study
1117 Public Health and Health Services
03 medical and health sciences
chemistry.chemical_compound
Metabolomics
0302 clinical medicine
medicine
Humans
Spectral analysis
education
Nmr based metabolomics
030304 developmental biology
Genetics
open access
0303 health sciences
education.field_of_study
Shape fitting
0104 Statistics
General Medicine
urine
Metabolomics data
Miscellaneous
Epidemiologic Studies
030104 developmental biology
chemistry
Fully automated
serum
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 14643685 and 03005771
- Volume :
- 48
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- International Journal of Epidemiology
- Accession number :
- edsair.doi.dedup.....9fcd11577d1403e100e0809fafa20735