Journal
METABOLOMICS
Volume 6, Issue 1, Pages 3-17Publisher
SPRINGER
DOI: 10.1007/s11306-009-0191-1
Keywords
Time-resolved; Dynamic systems; Multivariate modeling; Dimension reduction; Time series analysis; Basis functions
Categories
Ask authors/readers for more resources
In metabolomics, time-resolved, dynamic or temporal data is more and more collected. The number of methods to analyze such data, however, is very limited and in most cases the dynamic nature of the data is not even taken into account. This paper reviews current methods in use for analyzing dynamic metabolomic data. Moreover, some methods from other fields of science that may be of use to analyze such dynamic metabolomics data are described in some detail. The methods are put in a general framework after providing a formal definition on what constitutes a 'dynamic' method. Some of the methods are illustrated with real-life metabolomics examples.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available