2. Introduction: Systems Oltvai, et al. Science 25 October 2002: 763-764. Emergent Reductionist Deterministic Systems Complex systems Chemical analysis Physiology Biochemistry Graph theory Modeling Informatics
35. PLS: Feature Selection Use the PLS-DA as an objective function to identify the most informative variables
36.
37.
38.
39.
40. non-diabetics type 2 diabetics imDEV : interactive modules for Data Exploration and Visualization An integrated environment for systems level analysis of multivariate data. http:// sourceforge.net/apps/mediawiki/imdev
41. Acknowledgements Newman Lab Designated Emphasis in Biotechnology (DEB) NIH This project is funded in part by the NIH grant NIGMS-NIH T32-GM008799, USDA-ARS 5306-51530-019-00D, and NIH-NIDDK R01DK078328 -01.