TY - JOUR A1 - Borisjuk, Ljudmilla A1 - Rolletschek, Hardy A1 - Fuchs, Johannes A1 - Melkus, Gerd A1 - Neuberger, Thomas T1 - Low and High Field Magnetic Resonance for \(in\) \(Vivo\) Analysis of Seeds JF - Materials N2 - Low field NMR has been successfully used for the evaluation of seed composition and quality, but largely only in crop species. We show here that 1.5T NMR provides a reliable means for analysing the seed lipid fraction present in a wide range of species, where both the seed size and lipid concentration differed by >10 fold. Little use of high field NMR has been made in seed research to date, even though it potentially offers many opportunities for studying seed development, metabolism and storage. Here we demonstrate how 17.5T and 20T NMR can be applied to image seed structure, and analyse lipid and metabolite distribution. We suggest that further technical developments in NMR/MRI will facilitate significant advances in our understanding of seed biology. KW - Time-domain NMR KW - H-1-NMR spectroscopy KW - Soybean seeds KW - Human brain KW - Oil KW - Storage KW - Plants KW - Deterioration KW - Transport KW - Gradients KW - NMR KW - MRI KW - seed quality KW - Crop seed KW - lipid imaging KW - sucrose allocation KW - seed aging KW - (13)C Y1 - 2011 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-140910 VL - 4 IS - 8 ER - TY - JOUR A1 - Schwender, Joerg A1 - Koenig, Christina A1 - Klapperstueck, Matthias A1 - Heinzel, Nicolas A1 - Munz, Eberhard A1 - Hebbelmann, Inga A1 - Hay, Jordan O. A1 - Denolf, Peter A1 - De Bodt, Stefanie A1 - Redestig, Henning A1 - Caestecker, Evelyne A1 - Jakob, Peter M. A1 - Borisjuk, Ljudmilla A1 - Rolletschek, Hardy T1 - Transcript abundance on its own cannot be used to infer fluxes in central metabolism JF - Frontiers in Plant Science N2 - An attempt has been made to define the extent to which metabolic flux in central plant metabolism is reflected by changes in the transcriptome and metabolome, based on an analysis of in vitro cultured immature embryos of two oilseed rape (Brassica napus) accessions which contrast for seed lipid accumulation. Metabolic flux analysis (MFA) was used to constrain a flux balance metabolic model which included 671 biochemical and transport reactions within the central metabolism. This highly confident flux information was eventually used for comparative analysis of flux vs. transcript (metabolite). Metabolite profiling succeeded in identifying 79 intermediates within the central metabolism, some of which differed quantitatively between the two accessions and displayed a significant shift corresponding to flux. An RNA-Seq based transcriptome analysis revealed a large number of genes which were differentially transcribed in the two accessions, including some enzymes/proteins active in major metabolic pathways. With a few exceptions, differential activity in the major pathways (glycolysis, TCA cycle, amino acid, and fatty acid synthesis) was not reflected in contrasting abundances of the relevant transcripts. The conclusion was that transcript abundance on its own cannot be used to infer metabolic activity/fluxes in central plant metabolism. This limitation needs to be borne in mind in evaluating transcriptome data and designing metabolic engineering experiments. KW - oilseeds KW - lipid biosynthesis KW - heterotrophic arabidopsis cells KW - central carbon metabolism KW - gene-expression data KW - targeted metabolite profiling KW - central metabolism KW - flux balance analysis KW - C-13-metabolic flux analysis KW - Brassica napus KW - RNA-SEQ KW - developing oilseeds KW - saccharomyces cerevisiae KW - maize kernels KW - embryo KW - seed Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-114586 SN - 1664-462X N1 - Funding information: Bayer Crop Science NV; Deutsche Forschungsgemeinschaft [BO-1917/4-1]; U.S. Department of Energy, Office of Science, Office of Basic Energy Sciences, Chemical Sciences, Geosciences, and Biosciences Division [DEACO298CH10886] VL - 5 ER -