Targeted Profiling: Quantitative Analysis of 1 H NMR Metabolomics Data
University of Calgary · The Metabolomics Innovation Centre · +1 more institution
Abstract
Extracting meaningful information from complex spectroscopic data of metabolite mixtures is an area of active research in the emerging field of "metabolomics", which combines metabolism, spectroscopy, and multivariate statistical analysis (pattern recognition) methods. Chemometric analysis and comparison of 1H NMR1 spectra is commonly hampered by intersample peak position and line width variation due to matrix effects (pH, ionic strength, etc.). Here a novel method for mixture analysis is presented, defined as "targeted profiling". Individual NMR resonances of interest are mathematically modeled from pure compound spectra. This database is then interrogated to identify and quantify metabolites in complex…
Citation impact
- FWCI
- 13.62
- Percentile
- 100%
- References
- 18
Authors
5- AMAalim M. WeljieCorresponding
University of Calgary, The Metabolomics Innovation Centre, Chenomx (Canada)
- JNJack Newton
University of Calgary, The Metabolomics Innovation Centre, Chenomx (Canada)
- PMPascal Mercier
The Metabolomics Innovation Centre, Chenomx (Canada), University of Calgary
- EEErin E. Carlson
The Metabolomics Innovation Centre, University of Calgary, Chenomx (Canada)
- CMCarolyn M. Slupsky
University of Calgary, Chenomx (Canada), The Metabolomics Innovation Centre
Topics & keywords
- Chemistry
- Metabolomics
- Nuclear magnetic resonance spectroscopy
- Analytical Chemistry (journal)
- Chemometrics
- Metabolite profiling
- NMR spectra database
- Biological system
- Clean water and sanitation